1• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •IEEE IM 2019

IFIP/IEEE International Symposium on Integrated Network Management8-12 April 2019 // Washington DC, USA

PATRONS

GOLD SILVER

EXHIBITOR SPONSOR SPONSOR SPONSOR

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • IEEE IM 20192

MONDAY TUESDAY WEDNESDAY THURSDAY FRIDAY

8:00 - 17:00 8:00 - 17:00 8:00 - 17:00 8:00 - 17:00 8:00 - 17:00

Registration Registration Registration Registration Registration

9:00 - 10:30 9:00 - 10:30 9:00 - 10:30 9:00 - 10:30 9:00 - 10:30

Workshops 1/2 and Tutorials 1/2

Mini Conference 1/2 and Experience Sessions

Mini Conference 3/4 and Technical Session 5

Dissertation 1 and Technical Sessions 10/11

Workshop 3 and Tutorials 4/5

10:30 - 11:00 10:30 - 11:00 10:30 - 11:00 10:30 - 11:00 10:30 - 11:00

Coffee Break Coffee Break, Poster 1 and Demos 1

Coffee Break, Poster 3 and Demos 3

Coffee Break, Poster 5 and Demos 5 Coffee Break

11:00 - 12:30 11:00 - 12:30 11:00 - 12:30 11:00 - 12:30 11:00 - 12:30

Workshops 1/2 and Tutorials 1/2

Opening and Keynotes 1/2 Keynotes 3/4 Keynotes 5/6 Workshop 3

and Tutorials 4/5

12:30 - 13:30 12:30 - 13:30 12:30 - 13:30 12:30 - 13:30 12:30 - 13:30

Lunch Break Lunch Break Lunch Break Lunch Break Lunch Break

13:30 - 15:00 13:30 - 15:00 13:30 - 15:00 13:30 - 15:00 13:30 - 15:00

Workshops 1/2 and Tutorials 3

Experience Session 1 and Technical Sessions 1/2

Experience Session 2 and Technical Sessions 6/7

Dissertation 2 and Technical Sessions 12/13

Workshops 3 and Tutorial 6

15:00 - 15:30 15:00 - 15:30 15:00 - 15:30 15:00 - 15:30 15:00 - 15:30

Coffee Break Coffee Break, Poster 2 and Demos 2

Coffee Break, Poster 4 and Demos 4

Coffee Break, Poster 6 and Demos 6 Coffee Break

15:30 - 17:00 15:30 - 17:00 15:30 - 17:00 15:30 - 17:00 15:30 - 17:00

Workshops 1/2 and Tutorials 3

Panel 1 and Technical Sessions 3/4

Panel 2 and Technical Sessions 8/9

Distinguished Experts Panel and Closing Ceremony

Workshops 3and Tutorial 6

Welcome Message by General Chairs.............................................................................................................................................OC Committee Members...................................................................................................................................................................TPC Committee Members.................................................................................................................................................................Keynotes............................................................................................................................................................................................Distinguished Experts Panel (DEP)..................................................................................................................................................Panels.................................................................................................................................................................................................Tutorials..............................................................................................................................................................................................Technical Sessions...........................................................................................................................................................................Experience Sessions........................................................................................................................................................................Mini Conference Sessions................................................................................................................................................................Poster Sessions.................................................................................................................................................................................Dissertation Sessions.......................................................................................................................................................................Demo Sessions.................................................................................................................................................................................Workshops.........................................................................................................................................................................................

TABLE OF CONTENTS

PROGRAM-AT-A-GLANCE

34469

101113161719202122

3• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •IEEE IM 2019

WELCOME! It is our great pleasure to invite you to participate in the 16th IFIP/IEEE International symposium on Integrated Network Management, IM 2019, to be held on 8-12 April 2019 in Washington, DC, USA.

Held in odd-numbered years since 1988, IM 2019 will follow the 30 years tradition of NOMS and IM as the primary IEEE Communications Society’s forum for technical exchange on the management of information and communication technology focusing on research, development, integration, standards, service provisioning, and user communities. IM 2019 will offer various types of sessions: technical, experience, demo, poster, and panel. The conference brings together researchers and practitioners from academia and industry which provides a multidisciplinary trend-setting forum to explore the hottest areas of information and communications technology management related to industry, academia, government, enterprise and other market segments from around the world. IM 2019 will also present up-to-date approaches and technical solutions for novel management paradigms to deal with the new management issues in future infrastructures. In IM 2019, you will be able to network with friends, colleagues, customers, and vendors from around the world.

IM 2019 will focus on the theme “Intelligent Management for the Next Wave of Cyber and Social Networks”, reflecting the increasing convergence of both technical network infrastructure and infrastructure for social interactions as well as the emergence of new waves of communications technology involving areas as varied as cyber-physical systems, ultra-low latency services, and converged management and control planes. In addition to this theme, IM 2019 will cover a wide range of topics of interest within the field in integrated network and service management.

We look to grow the participation of companies and exhibitors in the growing areas of Cyber, Social Networks, and Intelligent management, as well as increase the participation of the expanding user and enterprise communities within the greater Washington, DC area, the Americas, and the world.

Washington, D.C. is the capital of the United States of America and the seat of its three branches of government, as well as the federal district of the U.S. The city has an unparalleled collection of free, public museums and many of the nation’s most treasured monuments and memorials. The vistas on the National Mall between the Capitol, Washington Monument, White House, and Lincoln Memorial are famous throughout the world as icons of the United States of America: Watch WDC Sights

We are looking forward to meeting you at IM 2019 in Washington DC. We hope that you will have a wonderful and memorable experience with our venue.

Alexander Clemm, Shingo Ata and Jerome FrancoisTPC Co-Chairs, IFIP/IEEE IM 2019

Joe Betser and Carol FungGeneral Co-Chairs, IFIP/IEEE IM 2019

MESSAGE FROM GENERAL CHAIRS

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • IEEE IM 20194

ORGANIZING COMMITTEE

GENERAL CO-CHAIRJoe Bester (The Aerospace Corporation, USA)Carol Fung (Virginia Commonwealth University, USA)

TPC CO-CHAIRSAlex Clemm (Huawei, USA)Jerome Francois (INRIA Grand Est, France)Shingo Ata (Osaka University, Japan)

KEYNOTES AND DEP CO-CHAIRSDoug Zuckerman (Perspecta Labs, USA)Joe Bester (Applied Communications Sciences, USA)

PANEL CO-CHAIRSLisandro Zambenedetti Granville (UFRGS, Brazil)Marc-Oliver Pahl (Technischen Universität München, Germany)

EXPERIENCE SESSIONS CO-CHAIRSRemi Badonnel (Telecom Nancy, Université de Lorraine, France)Giovane Moura (SIDN Labs, The Netherlands)

DISSERTATION SESSIONS CO-CHAIRSNoura Limam (University of Waterloo, Canada)Rolf Stadler (KTH, Sweden)

POSTER CO-CHAIRSMichele Nogueira (Federal University of Parana, Brazil)Bukhard Stiller (University of Zurich and ETH Zurich, Switzerland)Maxwell Young (Drexel University, USA)

WORKSHOP CO-CHAIRSWeverton Cordeiro (UFRGS, Brazil)Prosper Chemouil (Orange Labs, France)

TUTORIAL CO-CHAIRSYixin Diao (IBM, USA)Nuir Zincir-Heywood (Dalhousie University, Canada)

DEMO CO-CHAIRSNick Cohen (The Aerospace Corporation, USA)Barbara Martini (CNIT, Italy)

EXHIBITION CO-CHAIRSWayne Wheeler (The Aerospace Corporation, USA)Filip De Turck (University of Gent, Belgium)

PATRON CHAIRJoe Bester (The Aerospace Corporation, USA)

STUDENT TRAVEL GRANT CO-CHAIRRadu State (Université du Luxembourg, Luxembourg)Luciano Paschoal Gaspary (UFRGS, Brazil)

FINANCE CHAIR / TREASURERCarol Fung (Virginia Commonwealth University, USA)Bruce Worthman (IEEE ComSoc, USA)

PUBLICATIONS CO-CHAIRSImen Grida Ben Yahia (Orange Labs, France)Oliver Festor (INRIA Nancy, Grand Est., France)

LOCAL ARRANGEMENTS CO-CHAIRSCarol Fung (Virginia Commonwealth University, USA)Hiba Siraj (George Mason University, USA)

SECRETARY / IEEE COORDINATORPortia King (IEEE ComSoc, USA)

WEB / SOCIAL MEDIA CO-CHAIRSPulkit Rustgi (Virginia Commonwealth University, USA)Carlos Raniery P. dos Santos (UFSM, Brazil)Steven Latre (University of Antwerp, Minds, Belgium)

PUBLICITY CO-CHAIRSJiahai Yang (China Education and Research Network, China)Paulo Simoes (Universit of Coimbra, Portugal)Rossi Kamal (Kyung Hee University, South Korea)Yoonhee Kim (Sookmyung Women’s University, Korea)Carlos Becker Wesphall (UFSC, Brazil)

STEERING COMMITTEERaouf Boutaba (University of Waterloo, Canada)Marcus Brunner (Swisscom, Switzerland)Prosper Chemouil (Orange Labs, France)Alexander Clemm (Huawei, USA)Oliver Festor (INRIA Nancy, Grand Est, France)Nobuo Fujii (Cyber Creative Institute, Japan)James Won-Ki Hong (POSTECH, Korea)Aiko Pras (University of Twente, The Netherlands)Lisandro Zambenedetti Granville (UFRGS, Brazil)Doug Zuckeman (Perspecta Labs, USA)Joe Bester (The Aerospace Corporation, USA)

5• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •IEEE IM 2019

TECHNICAL PROGRAM COMMITTEE

Abdelkader Lahmadi (University of Lorraine, France)Adarsh Sethi (University of Delaware, USA)Alberto Schaeffer-Filho (Federal University of Rio Grande do Sul (UFRGS), Brazil)Aldri dos Santos (Universidade Federal do Paraná, Brazil)Alex Galis (University College London, United Kingdom)Alexander Keller (IBM Global Technology Services, USA)Alireza Ghasempour (Utah State University, USA)Alva Couch (Tufts University, USA)Amina Boubendir (Orange Labs / Télécom ParisTech, France)Amjad Gawanmah (Khalifa University, United Arab Emirates)Andreas Mauthe (Lancaster University, United Kingdom)Anna Sperotto (University of Twente, The Netherlands)Antonio Lioy (Politecnico di Torino, Italy)Artur Ziviani (LNCC, Brazil)Atakan Aral (Vienna University of Technology, Austria)Augusto Ciuffoletti (University of Pisa, Italy)Bradley Simmons (Infosys, USA)Brendan Jennings (TSSG, Waterford Institute of Technology, Ireland)Bruno Volckaert (University of Ghent, Belgium)Burkhard Stiller (University of Zurich and ETH Zurich, Switzerland)Carlos Westphall (Federal University of Santa Catarina, Brazil)Carlos Raniery Paula dos Santos (UFSM, Brazil)Carol Fung (Virginia Commonwealth University, USA)Catalin Meirosu (Ericsson, Sweden)Cheng-Hsin Hsu (National Tsing Hua University, Taiwan)Chi-Yu Li (National Chiao Tung University, Taiwan)Chih-Wei Yi (National Chiao Tung University, Taiwan)Choong Seon Hong (Kyung Hee University, Korea)Christian Jacquenet (Orange Labs, France)Chung-Ta King (National Tsing Hua University, Taiwan)Clarissa Marquezan (Huawei Technologies, Germany)Daniel Fernandes Macedo (Universidade Federal de Minas Gerais, Brazil)Daniel Lago (Federal Center for Technological Education of Minas Gerais, Brazil)Danny Raz (Technion, Israel)Daphné Tuncer (University College of London, United Kingdom)David Breitgand (IBM - Haifa Research Lab, Israel)David Hausheer (OVGU Magdeburg, Germany)Debora Muchaluat-Saade (UFF, Brazil)Dimitrios Pezaro (University of Glasgow, United Kingdom)Domenico Siracusa (CREATE-NET, Italy)Edmundo Madeira (UNICAMP, Brazil)Elias Duarte Jr. (UFPR, Brazil)Emil Lupu (Imperial College, United Kingdom)Ertan Onur (Middle East Technical University, Turkey)Filip De Turck (Ghent University, iMinds, Belgium)Gabi Dreo Rodosek (University of Federal Armed Forces, Munich, Germany)Gergely Biczók Budapest (Univ. Of Technology and Economics, Hungary)Giovane C. M. Moura (SIDN Labs/TU Delft, The Netherlands)Giuliano Casale (Imperial College London, United Kingdom)Guillaume Doyen (UTT, France)Hadi Bannazadeh (University of Toronto, Canada)Hanan Lutfiyya (University of Western Ontario, Canada)Helmut Reiser (Leibniz-Supercomputing Centre, Germany)Hongtaek Ju (Keimyung University, Korea)Imen Grida Ben Yahia (Orange Labs, France)Isabelle Chrisment (TELECOM Nancy, Université de Lorraine, France)James Hong (POSTECH, Korea)Jérémie Leguay (Huawei France Research Center, France)Jérôme François (INRIA Nancy Grand Est, France)Jeebak Mitra (Huawei Technologies, Canada)Jeroen Famaey (University of Antwerp, iMinds, Belgium)Jessica Steinberger (University of Applied Sciences Darmstadt, Germany)Jinho Hwang (IBM Research, USA)Joan Serrat (Universitat Politècnica de Catalunya, Spain)Joaquim Celestino Júnior (State University of Ceará, UECE, Brazil)Joe Betser (The Aerospace Corporation, USA)Jorge López de Vergara (Universidad Autónoma de Madrid, Spain)Jorge Lobo (ICREA & Universitat Pompeu Fabra, Spain)Jose-Marcos Nogueira (Universidade Federal de Minas Gerais, Brazil)Joseph Touch (Aerospace Corporation, USA)Juergen Schoenwaelder (Jacobs University Bremen, Germany)Kahina Lazri (Orange Labs, France)Kazuhiko Kinoshita (The University of Tokushima, Japan)Kensuke Fukuda (National Institute of Informatics, Japan)Kevin Mills (USA)Kiyohito Yoshihara (KDDI R&D Laboratories Inc., Japan)Kubilay Demir (Technical University of Darmstadt, Germany)Larisa Shwartz (IBM T.J. Watson Research, USA)

Laurent Ciavaglia (Nokia, France)Leandro Navarro (Technical University of Catalonia, Spain)Lei Jiao (University of Oregon, USA)Li-Hsing Yen (National Chiao Tung University, Taiwan)Liam Fallon (Ericsson, Ireland)Lin Wang (TU Darmstadt, Germany)Lisandro Zambenedetti Granville (UFRGS, Brazil)Luciano Paschoal Gaspary (UFRGS, Brazil)Marc-Oliver Pahl (Technische Universität München, Germany)Marcus Brunner (Swisscom, Switzerland)Marinos Charalambides (University College London, United Kingdom)Martin Drasar (Masaryk University, Czech Republic)Mathieu Bouet (Thales Communications & Security, France)Maxwell Young (Mississippi State University, USA)Metin Feridun (IBM Research, Switzerland)Mi-Jung Choi (Kangwon National University, Korea)Michael Bauer (University of Western Ontario, Canada)Michele Nogueira (Universidade Federal do Paraná, Brazil)Mohamed Faten Zhani (Ecole de Technologie Superieure, France)Mouli Chandramouli (Cisco, India)Nadjib Aitsaadi (ESIEE Paris, France)Nicholas Cohen (The Aerospace Corporation, USA)Noel Crespi (Institut Mines-Telecom, France)Noriaki Kamiyama (Fukuoka University, Japan)Noura Limam (University of Waterloo, Canada)Nur Zincir-Heywood (Dalhousie University, Canada)Olivier Bettan (Thales, France)Olivier Festor (INRIA Nancy, Grand Est, France)Osamu Akashi (NTT, Japan)Oznur Ozkasap (Koc University, Turkey)Paulo Simoes (University of Coimbra, Portugal)Pavel Celeda (Masaryk University, Czech Republic)Peer Hasselmeyer (NEC Laboratories Europe, Germany)Philippe Owezarski (LAAS-CNRS, France)Piotr Cholda (AGH University of Science and Technology, Poland)Prasad Calyam (University of Missouri-Columbia, USA)Prosper Chemouil (IEEE ComSoc Volunteering Service, France)Radu State (University of Luxembourg, Luxemburg)Rafael Esteves (IFRS, Brazil)Rafael Lopes Gomes (Universidade Estadual do Ceará (UECE), Brazil)Ramin Sadre (Université, Catholique de Louvain, Belgium)Ramin Yahyapour (Gesellschaft fur wissenschaftliche Datenverarbeitung mbH Gottingen (GWDG), Germany)Remi Badonnel (INRIA - TELECOM Nancy, University of Lorraine, France)Ritu Chadha (Vencore Labs, USA)Roberto Riggio (FBK CREATE-NET, Italy)Sandra Scott-Hayward (Queen’s University Belfast, United Kingdom)Sara Ayoubi (University of Waterloo, Canada)Sejun Song (University of Missouri Kansas City, USA)Seung Yeob Nam (Yeungnam University, Korea)Shao Ying Zhu (University of Derby, United Kingdom)Shingo Ata (Osaka City University, Japan)Shinji Kikuchi (Fujitsu Laboratories Limited, Japan)Sicco Verwer (Delft University of Technology, The Netherlands)Stéphane Frénot (INSA Lyon - CITI, France)Stefano Secci (Pierre and Marie Curie University, Paris 6, France)Steven Latré (University of Antwerp - iMinds, France)Sven van der Meer (Ericsson, Ireland)Takumi Miyoshi (Shibaura Institute of Technology, Japan)Thiago Genez (University of Bern, Switzerland)Thibault Cholez (LORIA / INRIA Nancy, Grand Est, France)Thomas Zinner (TU Berlin, Germany)Tiago Cruz (University of Coimbra, Portugal)Tolga Ovatman (Istanbul Technical University, Turkey)Toshio Tonouchi (NEC, Japan)Toufik Ahmed (University of Bordeaux / Bordeaux INP, France)Tsuyoshi Ide (IBM T. J. Watson Research Center, USA)Uma Chunduri (Huawei USA, USA)Vaibhav Bajpai (TU Munich, Germany)Vijay Gurbani (Bell Laboratories, USA)Weverton Cordeiro (Federal University of Rio Grande do Sul, Brazil)Wolfgang Hommel (Universität der Bundeswehr München, Germany)Xiaohong Huang (Beijing University of Posts and Telecommunications, China)Xuesong Qiu (Beijing University of Posts and Telecommunications, China)Yixin Diao (IBM Research, USA)Yoshiaki Kiriha (The University of Tokyo, Japan)Young-Tak Kim (Yeungnam University, Korea)Zhikui Wang (Futurewei Technologies, USA)

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • IEEE IM 20196

TUESDAY, 9 APRIL 2019 • 11:00 - 12:30 • KEYNOTE 1Roberta EwartSMC Chief ScientistUnited States Air Force, USA

Off-Planet Network Management

Briefly discuss the trends and implications of creating and maintaining in-space network management for autonomous off-planet data distribution.

Biography: Roberta M. Ewart is the Chief Scientist, Space and Missile Systems Center (SMC), Air Force Space Command, Los Angeles AFB (LAAFB), CA. She is a distinguished graduate in physics from the United States Air Force Academy and earned the Air Force’s first ever Marshall Scholarship to Oxford University, United Kingdom. There she completed master’s degrees in Theoretical Physics and Philosophy of Science and crewed on two championship rowing teams. Attending night school, she completed a master’s degree in Electrical Engineering from University of Colorado focusing on electro-optics and satellite design. She attended Stanford University, Palo Alto, CA, earning the Degree of Engineer (DE) in Electrical Engineering in advanced low noise laser systems. Ms Ewart was competitively selected as the first chief scientist at SMC in 2006. In this role, she is the center’s principal scientific authority and supports the SMC Commander in assessments of advanced technology. Her primary duty is to advance the knowledge of emerging technologies for improving Air Force space capabilities. Ms Ewart holds DAWIA Level 3 Certifications in: Program Manager (PM) and Systems Planning, Research and Development (SPRDE).

Ashutosh DuttaSenior ScientistApplied Physics Lab, Johns Hopkins

Security in SDN/NFV and 5G Networks - Challenges and Opportunities

Software Defined Networking (SDN) and Network Function Virtualization (NFV) are the key pillars of future networks, including 5G and Beyond that promise to support emerging applications such as enhanced mobile broadband, ultra low latency, massive sensing type applications while providing the resiliency in the network. Service providers and other verticals (e.g., Connected Cars, IOT, eHealth) can leverage SDN/NFV to provide flexible and cost-effective service without compromising the end user quality of service (QoS). While NFV and SDN open up the door for flexible networks and rapid service creation, these offer both security opportunities while also introducing additional challenges and complexities, in some cases. With the rapid proliferation of 4G and 5G networks, operators have now started the trial deployment of network function virtualization, especially with the introduction of various virtualized network elements in the access and core networks. These include elements such as virtualized Evolved Packet Core (vEPC), virtualized IP Multimedia Services (vIMS), Virtualized Residential Gateway, and Virtualized Next Generation Firewalls. However, very little attention has been given to the security aspects of virtualization. While several standardization bodies (e.g., ETSI, 3GPP, NGMN, ATIS, ITU, IEEE) have started looking into the many of the security issues introduced by SDN/NFV, additional work is needed with larger security community involvement including vendors, operators, universities, and regulators. This talk will address evolution of cellular technologies towards 5G but will largely focus on various security challenges and opportunities introduced by SDN/NFV and 5G networks such as Hypervisor, Virtual Network Functions (VNFs), SDN Controller, Orchestrator, Network Slicing, Cloud RAN, and security function virtualization. This talk will also highlight some of the ongoing activities within various standards communities and will illustrate a few deployment use case scenarios for security including threat taxonomy for both operator and enterprise networks. In addition, this will also highlight ongoing activities within IEEE Future Network initiative including roadmap efforts and various ways one can get involved and contribute to this initiative around the world.

Biography: Ashutosh Dutta is currently Senior Wireless Communication Systems Research Scientist at Johns Hopkins University Applied Physics Labs (JHU/APL) with a joint appointment as Lawrence Hafstad Fellow at Johns Hopkins University. Most recently he served as Principal Member of Technical Staff at ATT Labs in Middletown, New Jersey. His career, spanning more than 30 years, includes Director of Technology Security and Lead Member of Technical Staff at ATT, CTO of Wireless at a Cybersecurity company NIKSUN, Inc., Senior Scientist in Telcordia Research, Director of Central Research Facility at Columbia University, adjunct faculty at NJIT, and Computer Engineer with TATA Motors. He has more than 90 conference and journal publications, three book chapters, and 30 issued patents. Ashutosh is co-author of the book, titled, “Mobility Protocols and Handover Optimization: Design, Evaluation and Application” published by IEEE and John Wiley that has recently been translated into Chinese Language. Ashutosh served as the chair for IEEE Princeton / Central Jersey Section, Industry Relation Chair for Region 1 and MGA, Pre-University Coordinator for IEEE MGA and vice chair of Education Society Chapter of PCJS. He co-founded the IEEE STEM conference (ISEC) and helped to implement EPICS (Engineering Projects in Community Service) projects in several high schools. Ashutosh currently serves as the Director of Industry Outreach for IEEE Communications Society and is the founding co-chair for IEEE 5G initiative. He also serves as IEEE Communications Society’s Distinguished Lecturer for 2017-2018. Ashutosh serves as the general co-chair for the premier IEEE 5G World Forum. He was recipient of the prestigious 2009 IEEE MGA Leadership award and 2010 IEEE-USA professional leadership award. Ashutosh obtained his BS in Electrical Engineering from NIT Rourkela, India, MS in Computer Science from NJIT, and Ph.D. in Electrical Engineering from Columbia University under the supervision of Prof. Henning Schulzrinne. Ashutosh is a senior member of IEEE and ACM

KEYNOTES

7• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •IEEE IM 2019

WEDNESDAY, 10 APRIL 2019 • 11:00 - 12:30 • KEYNOTE 2Burkhard StillerProfessorUniversity of Zurich, Switzerland

Blockchain Fundamentals - An Assessment of Their Broad Feasibility

Blockchains “drive” manifold discussions today – the public one to the benefits of people and society, the scientific one to obtain and determine knowledge advances, and the commercial one indicating success and efficiency gains in multiple dimensions. Thus, it is sort of arduous to keep the view clear, unbiased, and measurably fair, especially on the evaluation and judgment of this about ten years old Abstract Data Type, termed Blockchain or Distributed Ledger within these very different application domains.

Although the term “technology” is often added in the context of Blockchains or Distributed Ledger, it is questionable if available technology definitions as of “the application of scientific knowledge for practical purposes, especially in industry”, the “machinery and equipment developed from the application of scientific knowledge”, or “the branch of knowledge dealing with engineering or applied sciences” apply. And it became clear over the past years that only a larger system surrounding the core idea of Blockchains or Distributed Ledgers makes it fly, however, still in a fully decentralized and intermediary-free manner?

Therefore, this talk will briefly summarize core technical characteristics of Blockchains and Distributed Ledgers, while indicating the evolutionary approach undertaken and addressing essential differences of public Blockchains and private ones. It will raise the awareness that Blockchains and Distributed Ledgers assume important prerequisites, which result in dedicated effects and impacts from which certain applications can benefit, others cannot. Nevertheless, numerous projections of the usefulness of Blockchains and Distributed Ledgers remain unrealistic, therefore, selected challenges and risks will conclude the talk.

Biography: Prof. Dr. Burkhard Stiller is a full professor for Communication Systems, heading the Communication Systems Group CSG, Department of Informatics IfI at the University of Zürich UZH, Switzerland. His team and he himself started to work on Bitcoins and Blockchains in early 2014 with his by then PostDoc Dr. Thomas Bocek.

Besides being the coordinator of many Swiss and European industrial and research projects, Burkhard is Editor-in-Chief of Elsevier’s Computer Networks journal, organized major conferences as General Chair (e.g., IFIP Networking 2018, CNSM 2013, IEEE LCN 2009 in the more recent past), chaired events as TPC Chair (e.g., WMAN 2011, ETM 2010, AIMS 2010, MUCS 2010, ICQT 2009, KiVS 2007, IFIP/IEEE NOMS 2006, IEEE LCN 2003 and 2002, and ICQT 2001), and has published within his main research interests well over 250 research papers on systems with a fully decentralized control (blockchains, clouds, peer-to-peer), network and service management (economic management), Internet-of-Things (security of constrained devices, LoRa/TTN), and telecommunication economics (charging and accounting).

He is a senior advisor of modum.io, an ICO-financed start-up in the blockchain and logistics domain in Zürich, currently IFIP TC6 Chair, was Chair of the IEEE Computer Society TCCC, and is Editorial Board Member of the IEEE Transactions on Network and Service Management (TNSM), International Journal of Network Management (Wiley and Sons), the Journal of Network and Systems Management (JNMS/JONS, Springer), Netnomics: Economic Research and Electronic Networking (Springer), and the Journal of Cloud Computing (Springer).

Petros MouchtarisPresidentPerspecta Labs, USA

Is Artificial Intelligence (AI) and Machine Learning (ML) the Solution to our Network Management Challenges?

Networks are becoming much more complex and agile. The introduction of Internet of Things and Cyber Physical Systems (like connected cars, traffic lights, and toasters) is resulting in much larger number of devices and technologies that networks need to support. Software Defined Networking (SDN) and Network Function Virtualization (NFV) are making networks much more agile but are also introducing another dimension of complexity. The migration of many enterprise applications to the cloud and hybrid cloud architectures are impacting existing networks and introducing additional requirements for future network architectures. Mobility requirements and 5G also require network management approaches that can adapt very quickly to changing environments. Humans have trouble keeping up with the complexity and change of modern networks and continue to be the main cause for network problems and downtimes. Is replacing humans with bots the right answer? What are the pitfalls of turning over management of networks to machines? Are there alternative approaches that can make networks more robust? In this talk, we will explore the advantages of AI/ML approaches to network management but also their limitations and will provide insights to the network management areas that AI/ML approaches are best suited for.

Biography: Dr. Petros Mouchtaris has over 20 years of experience in research and development, both as a technologist and a senior manager. He was named president of Perspecta Labs in 2016 and provides the vision and leadership for transformative applied research. Prior to being appointed as president, he served vice president of applied research and played a key role in growing the organization and setting its strategic direction. In particular, he has led the entry into advanced security for wireless ad hoc networks; and served as principal investigator for various projects funded by two of the organization’s biggest customers, DARPA and Army CERDEC. In previous roles he has been AVP of Telcordia Technologies’ Network Systems Laboratory, Director of Oracle’s Product Development, and Technical Director at Pacific Bell (now AT&T). Dr. Mouchtaris has been published extensively in the areas of wireless networks, cyber security, voice-over-IP, and smart grid security; and is co-author of the book “Security for Wireless Ad Hoc Networks.” He was elected a Telcordia Fellow in 2011, and has been named by Billing and OSS World as one of the “25 Most Influential People in Telecom Software.” Dr. Mouchtaris holds a bachelor’s degree in electrical engineering from the National Technical University of Athens, Greece, and both a Master of Science and Ph.D. degrees in electrical engineering from the California Institute of Technology, CA.

KEYNOTES

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • IEEE IM 20198

THURSDAY, 11 APRIL 2019 • 11:00 - 12:30 • KEYNOTE 3Raouf BoutabaUniversity Chair ProfessorUniversity of Waterloo, Canada

Driverless Networks: Can It Happen This Time?

Automated management has been the holy grail of network management research for decades; it aims at achieving autonomous networks, i.e., networks capable to autonomously monitor their status, analyze problems, make decisions, and execute corrective actions. Despite several attempts to achieve autonomous networks in the past, their practical deployments have largely remained unrealized. Several factors are attributed to this, including the existence of many stakeholders with conflicting goals, reliance on proprietary solutions, the inability to process network monitoring data at scale, and the lack of global visibility restricting network-wide optimizations. The stars are now aligned to realize the vision of autonomous networks thanks to (i) advances in network softwarization; (ii) recent breakthroughs in machine learning; and (iii) the availability of large-scale data processing platforms. However, a number of challenges must be addressed in order to create the synergy between these different technology domains and achieve autonomous (i.e., driverless) networks. This talk will discuss some of these challenges with particular focus on programmable network monitoring leveraging network softwarization, predictive machine learning for automated management decision making, and on-demand orchestration of network services.

Biography: Raouf Boutaba is a University Chair Professor of Computer Science and Associate Dean Research of the faculty of Mathematics at the University of Waterloo. He also holds an INRIA International Chair in France. He is the founding Editor in Chief of the IEEE Transactions on Network and Service Management (2007-2010), and the current Editor-in-Chief of the IEEE Journal on Selected Areas in Communications. He served as the general or technical program chair for a number of international conferences including IM, NOMS and CNSM. His research interests are in the areas of network and service management. He has published extensively in these areas and received several journal and conference Best Paper Awards such as the IEEE 2008 Fred W. Ellersick Prize Paper Award. He also received other recognitions, including the Premier’s Research Excellence Award, Industry research excellence Awards, fellowships of the Faculty of Mathematics, of the David R. Cheriton School of Computer Science and several outstanding performance awards at the University of Waterloo. He has also received the IEEE Communications Society Hal Sobol Award and the IFIP Silver Core in 2007, the IEEE Communications Society Joe LociCero and the Dan Stokesbury awards in 2009, the Salah Aidarous award in 2012, the IEEE Canada McNaugthon Gold Medal in 2014, the Technical Achievement Award of the IEEE Technical Committee on Information Infrastructure and Networking as well as the Donald W. McLellan Meritorious Service Award in 2016. He served as a distinguished lecturer for the IEEE Computer and Communications Societies. He is fellow of the IEEE, a fellow of the Engineering Institute of Canada and a fellow of the Canadian Academy of Engineering.

Katalin K. Bartfai-WalcottPrincipal EngineerIntel Corporation, USA

Biography: Katalin leads the Ambient Science strategy and architecture team in Intel’s Data Center Software group. Her focus is on the development of self-forming, self-aware and responsive infrastructure as well as on-demand platform

technologies. The goal of Ambient infrastructure is to orchestrate autonomic resources in a way that obfuscates the complexity of computing from the user while providing a consistent immersive experience. Prior to Intel, Katalin worked with IBM for 22 years, as a Principal for IBM Global Services, where she led the development of IBM’s Linux strategy. She has over 30 years of industry experience, with datacenter architecture, multi-platform systems, including Power/RISC and Linux on Power, as well as cloud computing and executive level consulting. She published over 30 technical papers and several IBM Redbooks. She has spoken at numerous seminars and conferences since 1995, holds 50 patents, and has received IBM’s Chairman’s Award for her work on building the Linux Services and Support strategy.

KEYNOTES

9• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •IEEE IM 2019

THURSDAY, 11 APRIL 2019 • 15:30 - 17:00DEP: Intelligent Management for the Future Wave of Enterprises

Global enterprises keep growing in scale, performance, and functionality. Successful management of these enterprises requires increased use of intelligent management and cloud technologies, which afford increasing autonomy for management operations. While intelligent Management can offer efficiencies, fast response, and global scaling of enterprises, there are cases where human management is still needed. Examples include cyber operations, major outages, and medical applications, where life-critical outcomes must be managed. Panelists will take positions for or against the topic, defending their views in a position statement. A moderated QA session will follow and audience participation will be encouraged.

DISTINGUISHED EXPERTS PANEL

PanelistsOlivier Festor (Inria, France)Roberta Ewart (United States Air Force, USA)Burkhard Stiller (University of Zurich, Switzerland)Katalin Walcott (Intel Corporation, USA)Raouf Boutaba (University of Waterloo, Canada)

ModeratorJoe Betser (The Aerospace Corporation, USA)

Joe BetserSenior Project LeaderThe Aerospace Corporation, USA

Biography: Dr. Joe Betser is a Senior Project Leader for Strategic Planning, Knowledge Management, and Business Development with the Aerospace Corporation. Joe Coordinates strategic and developmental planning support to the Chief

Scientist of the USAF Space and Missile Systems Center, in order to enhance our collaboration projects, and successfully transition science and technology results into Space capabilities. Dr Betser joined Aerospace in 1991, established the network management laboratory, and served as a DARPA principal investigator in the fields of networking, cyber, fractionated space architectures, and manned on-orbit servicing (NASA/DARPA). He received multiple commendations including the GPS Program Recognition Award, and awards for serving as a Program Chair and General Co-Chair of the Ground System Architectures Workshop (GSAW). Joe served as the General Chair for Malware TEM (MTEM), and published book chapters in several books on Big Data, Clouds, Knowledge Management, and E-Learning. Dr. Betser served as the Vendor Program Chair of the IFIP/IEEE IM in San Francisco, recruiting 39 company sponsors and leading five networked technology centers demonstrating SNMPv2, OSI, RMON, OMNI-Point, & Applications. Joe was commended repeatedly for spearheading university outreach activities, and received international citations from the IEEE and IFIP for leading global activities. Joe serves on multiple boards, and chairs the Engineering Visitors Committee at Harvey Mudd College. He has a B.S. in aerospace engineering, M.S. and Ph.D. degrees in computer science, and an executive MBA from the University of California, Los Angeles.

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • IEEE IM 201910

PANELS

TUESDAY, 9 APRIL 2019 • 15:30 - 17:00

WEDNESDAY, 10 APRIL 2019 • 15:30 - 17:00

PA1: The Emerging Challenge - Embedded Cyber-Physical Systems vs Traditional IT Cyber Systems

There exists a considerable body of work in traditional IT infrastructures, consisting of Windows computer systems and computer networks. Less known are the emerging challenges of embedded computing, consisting of Supervisory Control and Data Acquisition (SCADA) systems, cars, airplanes, satellites, and other cyber-physical systems. The operating systems can be real-time OS, and the embedded software and drivers are quite different from those found in MS Windows, Linux, or Apple iOS. This panel of cyber experts will address the specific challenges presented by this emerging class of embedded cyber-physical systems. The panelists will offer position statements that discuss specific examples that illustrate the challenges of such systems. The panel will continue into a moderated discussion, and conclude with an interactive Q&A session.

PA2: Cloud Platforms for Experimental Research, their Management and Experience

Leading research infrastructure developers and experimenters will present their views of the current state of cloud computing research platforms. The panel will discuss how broadly and effectively the networking and computing systems research community is using these platforms. Given the massive investment in commercial cloud computing infrastructure by Amazon, Google, Microsoft and others, the future role and growth of government funded experimental research infrastructures will be debated.

Format: Each participant will be asked to provide a 5-10 minute perspective on the status of compute cloud research infrastructures, and how effectively these investments are serving the computing and networking research community. The moderator will challenge the panel with a round of questions, and finally invite the audience to report on their own experiences and ask the experts questions.

PanelistsWayne Wheeler (The Aerospace Corporation, USA)Nick Cohen (The Aerospace Corporation, USA)Roberta Ewart (United States Air Force, USA)

PanelistsDan Stanzione (University of Texas, USA)Orran Krieger (Boston University, USA)Ada Gavrilovska (Georgia Institute of Technology, USA)

ModeratorJoe Betser (The Aerospace Corporation, USA)

ModeratorJack Brassil (Princeton University, USA)

Jack BrassilSenior Research Scholar Princeton University, USA

Biography: Jack Brassil is the Senior Director of Advanced CyberInfrastructure in the Office of the VP of Information Technology, and a Senior Research Scholar in the Department of Computer Science at Princeton University. From 2015

to 2018 he served as a Program Director at the National Science Foundation in Alexandria, VA. Dr. Brassil received the B.S. degree from the Polytechnic Institute of New York, M.Eng. degree from Cornell University, and the Ph.D. degree from the University of California, San Diego. He is an IEEE Fellow.

Joe BetserSenior Project LeaderThe Aerospace Corporation, USA

Biography: Dr. Joe Betser is a Senior Project Leader for Strategic Planning, Knowledge Management, and Business Development with the Aerospace Corporation. Joe Coordinates strategic and developmental planning support to the Chief

Scientist of the USAF Space and Missile Systems Center, in order to enhance our collaboration projects, and successfully transition science and technology results into Space capabilities. Dr Betser joined Aerospace in 1991, established the network management laboratory, and served as a DARPA principal investigator in the fields of networking, cyber, fractionated space architectures, and manned on-orbit servicing (NASA/DARPA). He received multiple commendations including the GPS Program Recognition Award, and awards for serving as a Program Chair and General Co-Chair of the Ground System Architectures Workshop (GSAW). Joe served as the General Chair for Malware TEM (MTEM), and published book chapters in several books on Big Data, Clouds, Knowledge Management, and E-Learning. Dr. Betser served as the Vendor Program Chair of the IFIP/IEEE IM in San Francisco, recruiting 39 company sponsors and leading five networked technology centers demonstrating SNMPv2, OSI, RMON, OMNI-Point, & Applications. Joe was commended repeatedly for spearheading university outreach activities, and received international citations from the IEEE and IFIP for leading global activities. Joe serves on multiple boards, and chairs the Engineering Visitors Committee at Harvey Mudd College. He has a B.S. in aerospace engineering, M.S. and Ph.D. degrees in computer science, and an executive MBA from the University of California, Los Angeles.

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •

11• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •IEEE IM 2019

TUTORIALS

MONDAY, 8 APRIL 20199:00 - 12:00 • WilsonT1: Data- and Service-Centric Orchestration of the Internet of ThingsSpeaker: Marc-Oliver Pahl and Stefan Liebald (Technical University of Munich, Germany)

Managing the Internet of Things (IoT) is complex. The devices and their communication protocols are highly heterogeneous. Interfacing the plethora of remotely manageable devices is so complex that it currently still prevents the IoT from taking off. Data-centric management architectures reduce the complexity. So does service-orientation. In this tutorial you will learn about the basics of data-centric microservice-oriented management of the IoT. We will cover different key aspects of IoT research including - Name-Based IoT, Service-Centric IoT, Middleware, Peer-to-Peer Systems, Edge-Based IoT, Autonomous Management, Hardware Making. Using a Virtual Box virtual machine, we will go through a practical hands-on with you. You will learn about the modelling of IoT devices and services, semantically rich discovery of services, name-based management architectures, and peer-to-peer systems. At the end we will have implemented a complex IoT scenario together that is composed of multiple collaborating microservices. Please bring your laptop with Virtual Box installed to the tutorial.

9:00 - 12:00 • Van BurenT2: Next Generatoin Network AutomationSpeaker: Laurent Ciavaglia (Nokia, France)

The automation of network management and service delivery is becoming critical. All major industries are rapidly digitizing and automating their businesses, relying on state-of-the-art cloud platforms and connectivity services supporting a similar level of business agility and flexibility. CSP (Communications Service Provider) service delivery and network management automation are thus becoming critical for handling the increase in overall complexity and scale of operations created by the transformation of networks into a programmable, software-driven, service-based architecture. Going forward, unprecedented operational agility will be required to support new business opportunities enabled by technology enablers, such as network slicing. In this talk, we review recent industry initiatives in their quest to the so-called “zero-touch” network management highlighting common enablers for a successful end-to-end automation. In its simplest form automation is the action of making a task executable without human intervention. Automation is realized by introducing new automatic functions or by replacing, modifying or augmenting manual functions with automation artifacts (e.g. a script executing a series of commands). Automation applies to different granularities: task (or function) and process, and to the entire management and operation of digital infrastructures i.e. to the entire life-cycle of networks and services. Communication networks and services are already well but fragmentarily automated systems. Individual functions usually exhibit high-level of automation. For example, Interior Routing Protocols (IGP) such as OSPF or IS-IS can automatically discover peers, advertise capabilities, share topology information, compute routing paths and react to failures, independently of external control or human supervision. Automation also covers phases such as installation, configuration, provisioning, and termination, and must cope with the additional level of flexibility introduced by the decoupling of control and data planes and virtualization techniques. The essential challenge arising from this advanced capability is the ability to develop integrated solutions (or systems) out of the composable components with the right levels of performance, robustness, extensibility, reconfigurability; stressing even further the need for standardized interfaces, models and mechanisms. Yet, building an automation continuum remains an open problem. An automation continuum consists in chaining automated functions, with the following properties:

• Vertically end-to-end, i.e. across the protocol stack or from the service-layer to the physical-layer,• Horizontally end-to-end, i.e. across different technologies or administrative domains,• Repeatable and reusable in different contexts, i.e. relies on standardized or best current practices for interfaces and models,• Provisioning customizable “control or touch points” in the end-to-end automation loop for human supervision.

Therefore, the automation continuum provides an approach for combining function automation with process automation, in line with the approach of Continuous Provisioning (CP) (as an additional step of the CI / CD model). The goal of the tutorial is to educate the Network Management community with latest advances in the field of network automation and zero touch networking, and its importance for the future development in the areas of network management and network operations. The tutorial will provide a comprehensive coverage of the Network Automation domain starting with the scope and definitions, introducing the challenges and then developing the different approaches to realize complete future network automation solutions. A special focus will be put on the newly created ETSI ISG ZSM “Zero Touch Network and Service Management” and the standardization landscape.

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •

13:30 - 17:00 • WilsonT3: Packet-Programmable Networks and BPP: A New Way to Program the InternetSpeaker: Alexander Clemm and Uma Chunduri (Huawei R&D, USA)

New IP, built around the Big Packet Protocol (BPP) framework, is a novel approach to packet-based networking. This protocol (still in the research stage) is being designed to enable future networking applications that require greater control over the precise behavior of packets in flows than is possible using existing internetworking technologies. As one of its central features, BPP allows packets to carry highly compacted commands and metadata that guide their processing by nodes as packets traverse the network. Examples of targeted applications include the Industrial Internet (involving very tight service level guarantees), Holographic-Type Communications (multiple streams with tight synchronization requirements), Tactile Internet, and more. At the same time, network operators and users of communications services need tools that make networking services easier to adapt and customize, and that help manage, program, and provide operational visibility for those service, all of which BPP can facilitate. The tutorial will first discuss limitations of today’s internetworking protocols and existing network programming models, arguing why new approaches are needed in light of emerging networking application requirements. Subsequently, an overview of BPP as a proposed solution is presented. Several use cases will be discussed that demonstrate how the framework can be used to provide high-precision network services, to implement novel routing solutions, and to address various management problems, including novel solutions for network-embedded network analytics and telemetry collection. The tutorial will also highlight open research questions, including algorithms for new services in the network layer, dynamic data plane optimization, and novel programming models for distributed control planes. Beyond BPP itself, we hope to stimulate research by pointing out ways in which networking technology can be rethought to address future networking challenges.

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • IEEE IM 201912

TUTORIALS

FRIDAY, 12 APRIL 20199:00 - 12:00 • HarrisonT4: Introduction to Data Science for Network PractitionersSpeaker: Taghrid Samak and Julian Quitian (Google, USA)

This tutorial will present practical data science for network practitioners from initial data exploration to machine learning for understanding the data. Participants will gain an understanding of basic tools for analyzing large datasets, perform exploratory data analysis, apply classification and clustering methods, and evaluate the analysis. This broad overview is coupled with hands-on exercises for each concept. Specifically, the tutorial will cover (1) basic data processing and data exploration, (2) defining and framing analytics goals, (3) applying classification and clustering algorithms to answer the analytics goals, and finally (4) evaluation and interpretation metrics. We will demonstrate the various concepts using MLab publicly available dataset, specifically the network diagnostic test data covering measurements of throughput and round-trip times. Various tools for data analysis will be explored throughout the tutorial including Google Cloud BigQuery for data exploration, colab for interactive analysis and sharing results, and several python APIs for advanced analytics.

9:00 - 12:00 • WilsonT5: Information Management in the Blockchain Era – Challenges and OpportunitiesSpeaker: Bruno Rodrigues, Eder Scheid and Burkhard Stiller (University of Zurich, Switzerland)

Blockchains and Smart Contracts are technical approaches that help to build the foundation of a truly distributed digital society. However, due to its relative novelty, many challenges arise that range since its deployment (i.e., whether a Blockchain is suitable for an application) from scalability aspects to the management of information stored within the Blockchain (i.e., whether a Blockchain satisfies application requirements). This tutorial provides at first a basic theoretical and technical introduction as well as overview on Blockchains and Smart Contracts and, secondly, details deployment and operational challenges as well as their opportunities based on real use cases exploited driven by respective applications developed at the Communication Systems Group CSG of the University of Zurich UZH. Hence, the audience will have not only the first contact with main blockchain concepts, algorithms, and protocols, but also with its key characteristics that may influence the decision of adoption and operation of a blockchain. In conclusion, the major opportunities and challenges for blockchain-based applications will be discussed, complemented with a critical review.

13:30 - 17:00 • HarrisonT6: Network Intelligence: Machine Learning for Network Management OperationsSpeakers: Imen Grida Ben Yahia, Bruno Kauffmann and Noura Limam (Orange, France and University of Waterloo, Canada)

Network Intelligence course encompasses three main parts. In the first part of the course, we aim to present the background on Network Intelligence i.e. the latest state of the art on Artificial Intelligence (AI) for network and service management. In the second part of the course, we will delve into Machine Learning (ML) for network data analysis. We will be introducing and discussing various techniques for specific problems (prediction, classification, clustering, etc.), as well as relevant pointers to consider in the domain. In the third part, we will present a hands-on demonstration through a notebook capturing the end-to-end process of leveraging ML in a network management use case (forecasting of network data, anomaly detection, etc.). The demonstration will make use of real network data. The participants will be presented with:

• An overview of past literature works and ongoing efforts on applying ML for network operations and management. • A concise course on applying ML for network data analytics with relevant pointers and useful takeaways.• Insights about best environments to use (opensource libraries and frameworks) • A hands-on demonstration showcasing ML techniques applied to a network management use case scenario that involves

real network traces.

Teaching and hands-on experience of the instructors will be leveraged for best possible outcome.

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •

13• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •IEEE IM 2019

Tuesday, 9 April 201913:30 - 15:00 • Jackson

TS1: Data-Plane programming Chair: Noriaki Kamiyama

P4SC: Towards High-Performance Service Function Chain Implementation on the P4-Capable Device Xiang Chen and Dong Zhang (Fuzhou University, China)Xiaojun Wang (R&D Institute, Ruijie Networks Co.,Ltd)Kai Zhu and Haifeng Zhou (Zhejiang University, China)

A Content-Aware Data-Plane for Efficient and Scalable Video Delivery Yoann Desmouceaux(Cisco Systems & Ecole Polytechnique, France)Marcel Enguehard (Cisco Systems & Telecom ParisTech, France)Victor Nguyen and Pierre Pfister (Cisco Systems, France)Wenqin Shao (Cisco Systems & Telecom ParisTech, France)Eric Vyncke (Cisco Systems, Belgium)

Offloading Real-time DDoS Attack Detection toProgrammable Data Planes Ângelo Lapolli, Jonatas Adilson Marques and Luciano Paschoal Gaspary (UFRGS, Brazil)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Tuesday, 9 April 201913:30 - 15:00 • Harrison

TS2: Resource Allocation and Placement Chair: Amina Boubendir

Optimal Distributed Resource Allocation in 5G Virtualized Networks Hassan Halabian (Huawei Technologies Canada, Canada)

Environment-Adaptive Sizing and Placement of NFV Service Chains with Accelerated Reinforcement Learning Manabu Nakanoya, Yoichi Sato (NEC Corporation)Hideyuki Shimonishi (NEC, Japan)

Q-Learning Algorithm for Joint Computation Offloading and Resource Allocation in Edge Cloud Boutheina Dab (UPMC Sorbonne University, France)Nadjib Aitsaadi (ESIEE Paris, France)Rami Langar(University Paris-Est, LIGM-CNRS UMR 8049, France)

TECHNICAL SESSIONS

Tuesday, 9 April 201915:30 - 17:00 • Jackson

TS3: SLA & Trust ManagementChair: Noriaki Kamiyama

Enabling Dynamic SLA Compensation Using Blockchain-Based Smart Contracts Eder John Scheid (University of Zurich (UZH), Switzerland)Bruno Rodrigues (Communication Systems Group CSG at IfI, University of Zurich, Switzerland)Lisandro Zambenedetti Granville (UFRGS, Brazil)Burkhard Stiller (University of Zürich, Switzerland)

What-if Scenario Analysis for IT Services in Hybrid Cloud Environments with BDMaaS+ Walter Cerroni and Luca Foschini (University of Bologna, Italy)Genady Grabarnik (St. John’s University, USA)Larisa Shwartz (IBM T.J. Watson Research, USA)Mauro Tortonesi (University of Ferrara, Italy)

A Reputation and Reward Scheme for a Cooperative Network Defense Andreas Gruhler (University of Zurich, Switzerland)Bruno Rodrigues (Communication Systems Group CSG at IfI, University of Zurich, Switzerland)Burkhard Stiller (University of Zürich, Switzerland)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Tuesday, 9 April 201915:30 - 17:00 • Harrison

TS4: Threat Intelligence Chair: Max Young Boubendir

Mining Software Repositories for Predictive Modelling of Defects in SDN Controller Petra Vizarreta (Technical University of Munich, Germany)Ermin Sakic (Siemens AG, Germany)Wolfgang Kellerer (Technical University of Munich (TUM), Germany)Carmen Mas Machuca(Technische Universität München (TUM), Germany)

Attacker Behavior-Based Metric for Security Monitoring Applied to Darknet Analysis Laurent Evrard (University of Namur, Belgium)Jérôme François (INRIA Nancy Grand Est, France)Jean-Noel Colin (University of Namur, Belgium)

Privacy-Conscious Threat Intelligence Using DNSBloom Roland van Rijswijk-Deij(University of Twente, The Netherlands)Gijs Rijnders and Matthijs Bomhoff(Tesorion B.V., The Netherlands)Luca Allodi (Eindhoven University of Technology, The Netherlands)

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • IEEE IM 201914

TECHNICAL SESSIONS

Wednesday, 10 April 20199:00 - 10:30 • Harrison

TS5: NFV Orchestration Chair: Lisandro Granville

Effective NFV Orchestration for Wide-Ranging Services Across Heterogeneous Cloud NetworksBart Spinnewyn (University of Antwerp, Belgium)Juan Felipe Botero (Universidad de Antioquia, Colombia)Carlos Donato (University of Antwerp - IMEC, Belgium)Steven Latré (University of Antwerp - iMinds, Belgium)

Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets Stefan Schneider and Arnab Sharma (Paderborn University, Germany)Holger Karl and Heike Wehrheim (University of Paderborn, Germany)

On the Scaling of Virtualized Network Functions Jorge Lobo (ICREA & Universitat Pompeu Fabra, Spain)Windhya Rankothge and Helena Ramalhinho Lourenço(Universitat Pompeu Fabra, Spain)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Wednesday, 10 April 201913:30 - 15:00 • Jackson

TS6: Security Chair: Joe Betser

Detect Me If You... Oh Wait. An Internet-Wide View of Self-Revealing Honeypots Shun Morishita, Takuya Hoizumi, Wataru Ueno, and Rui Tanabe (Yokohama National University, Japan)Carlos Ganan and Michel van Eeten (Delft University of Technology, The Netherlands)Katsunari Yoshioka, Tsutomu Matsumoto(Yokohama National University, Japan)

A Graph-Based Machine Learning Approach for Bot DetectionAbbas Abou Daya, Mohammad Salahuddin, Noura Limam and Raouf Boutaba (University of Waterloo, Canada)

Split and Merge: Detecting Unknown Botnets Agathe Blaise (LIP6, UPMC / Thales, France)Mathieu Bouet (Thales Communications & Security, France)Stefano Secci (Cnam Paris, France)Vania Conan (Thales, France)

Wednesday, 10 April 201913:30 - 15:00 • Harrison

TS7: Distributed SecurityChair: Helmut Reiser

Mitigation of Multi-vector Network Attacks via Orchestration of Distributed Rule Placement Marinos Dimolianis, Dimitris Kalogeras, Vasilis Maglaris and Adam Pavlidis (National Technical University of Athens, Greece)

Data Querying and Access Control for Secure Multiparty Computation Marcel von Maltitz and Georg Carle (Technical University of Munich, Germany)

On Multi-Point, In-Network Filtering of Distributed Denial-of-Service Traffic Mingwei Zhang, Lumin Shi, Devkishen Sisodia, Jun Li, (University of Oregon, USA)Peter Reiher (UCLA, USA)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Wednesday, 10 April 201915:30 - 17:00 • Jackson

TS8: IoT ManagementChair: Marc-Oliver Pahl

Optimized Placement of Scalable IoT Services in Edge Computing Adyson Maia (Universidade Federal do Ceará, Brazil)Yacine Ghamri-Doudane (University of La Rochelle, France)Dario Vieira (EFREI, France)Miguel Franklin de Castro (Universidade Federal do Ceará, Brazil)

Machine Learning Based Active Measurement Proxy for IoT Systems Andreas Johnsson and Christofer Flinta (Ericsson Research, Sweden)Wenqing Yan (Uppsala University, Sweden)

A Delay and Load-balancing based Hierarchical Route Planning Method for Transmission Line IoT Sensing and Monitoring Applications Cheng Ding, Siya Xu, Xingyu Chen (Beijing University of Posts and Telecommunications, China)Guiping Zhou (State Grid Liaoning Electric Power Co., Ltd. Shenyang, China)Peihao Zheng (Beijing Guodiantong Network Technical Co. LTd., Beijing, China)Yueyue Li (Shenyang Electric Power Supply Company, State Grid Liaoning Electric Power Company Liaoning, China)

15• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •IEEE IM 2019

TECHNICAL SESSIONS

Wednesday, 10 April 201915:30 - 17:00 • Harrison

TS9: Software-Defined NetworkingChair: Lisandro Granville

Towards Robust Controller Placement In Software-Defined Networks Against Links Failure Li Li (Shaanxi Normal University)Na Na Du (Shaanxi Normal University, China)Huanyu Liu (Shaanxi Normal University)Ruifang Zhang (Shaanxi Normal University)Chaobo Yan (Xian Jiaotong University)

Optimizing Controller Placement for Distributed Software-Defined Networks Guiying Huang and Gang Chen (Victoria University of Wellington, New Zealand)Qiang Fu (VUW)Elliott Wen (University of Auckland, New Zealand)

Design and Implementation of Virtual TAP for SDN-Based OpenStack Networking Seyeon Jeong, Jae-Hyoung Yoo and James Hong (POSTECH, Korea)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Thursday, 11 April 20199:00 - 10:30 • Jackson

TS10: Predictive ManagementChair: Nur Zincir-Heywood

Performance Prediction in Dynamic Clouds using Transfer Learning Andreas Johnsson and Farnaz Moradi (Ericsson Research, Sweden)Rolf Stadler (KTH The Royal Institute of Technology, Sweden)

Quality of Service Forecasting with LSTM Neural Networks Tomas Jirsik (Masaryk University, Czech Republic)Stepan Trcka (Institute of Computer Science, Masaryk University, Czech Republic)Pavel Celeda (Masaryk University, Czech Republic)

Deep Convolutional LSTM Network-Based Traffic Matrix Prediction with Partial Information Van An Le, Phi Le Nguyen (The Graduate University for Advanced Studies, Japan)Yusheng Ji (National Institute of Informatics, Japan)

Thursday, 11 April 20199:00 - 10:30 • Harrison

TS11: Wireless NetworkingChair: Carol Fung

Collaborative Sleep Mechanism Between Cross-Domain Nodes in FiWi Network Based On Load Balancing and QoS Awareness Xujing Peng (Beijing University of Posts and Telecommunications, China)Siya Xu, Shaoyong Guo, Xuesong Qiu (Beijing University of Posts and Telecommunications, China)Shuyang Li(State Grid Liaoning Electric Power Co., Ltd. Shenyang, China)Botao Yu (Beijing Guodiantong Network Technical Co. LTd., China)

Automatic Quality of Experience Management for WLAN Networks using Multi-Armed Bandit Henrique Duarte Moura, Daniel Fernandes Macedo (Universidade Federal de Minas Gerais, Brazil)Marcos Vieira (UFMG, Brazil)

QoS-Aware Power Management with Deep Learning Junxiu Zhou, Xian Liu (University of Arkansas at Little Rock, USA)Yangyang Tao and Shucheng Yu, (Stevens Institute of Technology, USA)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Thursday, 11 April 201913:30 - 15:00 • Jackson

TS12: Service AssuranceChair: Imen Grida Ben Yahia

Risk-Aware Service Routes Planning for System Protection Communication Network in Energy Internet Baoju Liu and Peng Yu (Beijing University of Posts and Telecommunications, China)Fangzheng Chen (State Grid Information and Telecommunication Branch, Hebei Province, China)Fang Chen (State Grid Information and Telecommunication Branch, China)Xuesong Qiu (Beijing University of Posts and Telecommunications, China)Lei Shi (Carlow Institute of Technology, Ireland)

Cost-aware Service Function Chaining with Reliability Guarantees in NFV-enabled Inter-DC Network Xuxia Zhong, Ying Wang, Xuesong Qiu(Beijing University of Posts and Telecommunications, China)

Fault-Tolerant Session Support for Service-Centric Networking Mikael Gasparyan (University of Bern, Switzerland)Ali Marandi (University of Bern, Switzerland)Eryk Schiller (Uni Bern, Switzerland)Torsten Braun (University of Bern, Switzerland)

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • IEEE IM 201916

TECHNICAL SESSIONS

Thursday, 11 April 201913:30 - 15:00 • Harrison

TS13: Architectures and ProtocolsChair: Olivier Festor

Optonomic: Architecture for Autonomic Optical Transport Networks Abhinava Sadasivarao (Infinera Corporation, USA)Sanjoy Bardhan (Infinera Corporation, USA)Sharfuddin Syed (Infinera Corporation, USA)Biao Lu, (Infinera Corporation, USA)Loukas Paraschis (Infinera Corporation, USA)

Introducing ReCPRI: A Field Re-configurable Protocol for Backhaul Communication in a Radio Access Network Juan Camilo Vega, Qianfeng Shen, Alberto Leon-Garcia and Paul Chow (University of Toronto, Canada)

Collaborative Informed Gateway Selection in Large-Scale and Heterogeneous Networks Khulan Batbayar and Roc Meseguer (Universitat Politecnica de Catalunya, Spain)Emmanouil Dimogerontakis (UPC, Spain)Leandro Navarro (Technical University of Catalonia, Spain)Ramin Sadre (Université Catholique de Louvain, Belgium)

EXPERIENCE SESSIONS

Tuesday, 9 April 201913:30 - 15:00 • Washington

ES1: Blockchain Defense, Virtualization, Measurement, and Mitigation of Malicious ActivityChair: Helmut Reiser

Evaluating a Blockchain-based Cooperative DefenseBruno Rodrigues (Communication Systems Group CSG at IfI, University of Zurich - Switzerland)Lukas Eisenring (University of Zurich - Switzerland)Eder John Scheid (University of Zurich (UZH) - Switzerland)Thomas Bocek (University of Zurich - Switzerland)Burkhard Stiller (University of Zürich - Switzerland)

Build an SR-IOV HypervisorLiang-Min Wang (Intel Corp - USA)Alex Zelezniak (AT&T - USA)Edward Daniels (AT&T - USA)Timothy Miskell (University of Massachusetts Lowell - USA)Li-De Chen (Intel Corporation - USA)

Edison: Event-Driven Distributed System of Network MeasurementXiaoban Wu (University of Massachusetts Lowell, USA)Timothy Miskell (University of Massachusetts Lowell, USA)Yan Luo (University of Massachusetts Lowell, USA)Liang-Min Wang (Intel Corporation, USA)Li-De Chen (Intel Corporation, USA)

Current Issues of Malicious Domains BlockingStanislav Spacek (Masaryk University, Czech Republic)Martin Lastovicka (Masaryk University, Czech Republic)Martin Horak (Masaryk University, Czech Republic)Tomas Plensik (Masaryk University, Czech Republic)

Wednesday, 10 April 20191:30 - 3:00 • Washington

ES2: Monitoring, Versatility, Analysis, and Deep LearningChair: Nur Zincir-Heywood

Low Overhead Distributed IP Flow Records Collection and AnalysisJan Wrona (Brno University of Technology, Czech Republic)Martin Zadnik (CESNET, a.l.e., Czech Republic)

Versatile Optical Path Calculation and Monitoring Using Common YANG ModelJunichi Kawasaki (KDDI R&D Laboratories, Japan)Seiya Sumita (KDDI R&D Laboratories, Japan)Genichi Mori (KDDI R&D Laboratories, Japan)Masanori Miyazawa (KDDI R&D Laboratories, Japan)Takehiro Tsuritani (KDDI R&D Laboratories, Japan)

Enabling SSH Protocol Visibility in Flow MonitoringPavel Celeda (Masaryk University, Czech Republic)Petr Velan (Masaryk University, Czech Republic)Benjamin Kral (Masaryk University, Czech Republic)Ondřej Kozák (Flowmon Networks a.s., Czech Republic)

Utilizing Deep Learning for Mobile Telecommunications Network ManagementBalint Gyires-Toth (Budapest University of Technology and Economics, Hungary)Pal Varga (Budapest University ot Technology and Economics, Hungary)Tamas Tothfalusi (AITIA International Inc., Hungary)

17• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •IEEE IM 2019

Tuesday, 9 April 20199:00 - 10:00 • Washington

MC Experience Session: Enterprise ApplicationsChair: Joe Betser

Traffic Classification With Machine Learning In A Live NetworkBryan Ng (Victoria University, New Zealand)Jarrod Bakker (Victoria University of Wellington, New Zealand)Winston Seah (Victoria University of Wellington, New Zealand)Adrian Pekar (Victoria University of Wellington, New Zealand)

Analysis and Demand Forecasting of Residential Energy Consumption at Multiple Time ScalesPoojitha Amin (ARM Research, USA)Lucy Cherkasova (Hewlett Packard Labs, USA)

Automated Failure Modes and Effects Analysis using SysML for Industrial Computer Network Reliability and CybersecurityMyron Hecht (The Aerospace Corporation, USA)David Baum (The Aerospace Corporation, USA)Joseph Betser (The Aerospace Corporation, USA)

Virtual Network Function Descriptors Mining Using Word Embeddings and Deep Neural NetworksWassim Sellil Atoui (Orange Labs, France)Imen Grida ben yahia (Orange labs, France)Walid Gaaloul (Télécom SudParis, France)

Real-time Pattern Detection in IP Flow Data Using Apache SparkMilan Cermak (Masaryk University, Czech Republic)Martin Lastovicka (Masaryk University, Czeck Republic)Tomas Jirsik (Masaryk University, Czech Republic)

Flow/Interface Association for Multi-interface Mobile Terminals: e-Health Case ProposalMohamed Senouci (Université Paris Est Créteil, France)Abdelhamid Mellouk (University of Paris 12, France)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Tuesday, 9 April 20199:00 - 10:00 • Jackson

MC1: SDN and Data CenterChair: Burkhard Stiller

Distributed Orchestration in Cloud Data CentersIll McCormick (Huawei Technologies Canada, Canada)Hassan Halabian (Huawei Technologies Canada, Canada)Carol Fung (Virginia Commonwealth University, USA)

Using Real-World Event Notifications to Reduce Operational Cost in Virtual NetworksPedro Martinez-Julia (NICT, Japan)Ved Kafle (NICT, Japan)Hitoshi Asaeda (NICT, Japan)Hiroaki Harai (NICT, Japan)

MINI-CONFERENCE

Thinking inside the Box: Differential Fault Localization for SDN Control PlaneXing Li (Zhejiang University, China)Yinbo Yu (Wuhan University, China)Kai Bu (Zhejiang University, China)Yan Chen, Northwestern University, USA,Jianfeng Yang, Wuhan University, P.R. China,Ruijie Quan, Zhejiang University - P.R. China

INFAS: In-Network Flow mAnagement Scheme for SDN Control Plane ProtectionTao Li (TU Dresden, Germany)Hani Salah (Technical University of Dresden, Germany)Xin Ding (Technical University of Dresden, Germany)Thorsten Strufe (TU Dresden, Germany)Frank Fitzek (Technical University of Dresden, Germany)Silvia Santini (Universita ́ della Svizzera Italiana, Switzerland)

Automated Factorization of Security Chains in Software-Defined NetworksNicolas Schnepf (INRIA, France)Remi Badonnel (INRIA - TELECOM Nancy, University of Lorraine, France)Abdelkader Lahmadi (University of Lorraine, France)Stephan Merz (LORIA, France)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Tuesday, 9 April 20199:00 - 10:30 • Harrison

MC2: Content Streaming, ICN, and New ApplicationsChair: Olivier Festor

Optimizing Adaptive Tile-Based Virtual Reality Video StreamingJeroen van der Hooft (Ghent University, imec, Belgium)Maria Torres Vega (Ghent University, Belgium)Stefano Petrangeli (Adobe Research, USA)Tim Wauters (Ghent University, imec, Belgium)Filip De Turck (Ghent University, iMinds, Belgium)

QoE Performance for DASH Videos in a Smart Cache EnvironmentSheyda Kiani Mehr (University of Missouri-Kansas City, USA)Deep Medhi (University of Missouri-Kansas City, USA)

Recovering Content Availability at Failures in ICNNoriaki Kamiyama (Fukuoka University, Japan)

A Charging/Rewarding Mechanism-Based Interest Flooding Attack Mitigation Strategy in NDNXin Zhang (Inner Mongolia University, China)Ru Li (Inner Mongolia University, China)

TMAS: A Traffic Monitoring Analytics System Leveraging Machine LearningElaheh Jalalpour (University of Waterloo, Canada)Milad Ghaznavi (University of Waterloo, Canada)Raouf Boutaba (University of Waterloo, Canada)Toufik Ahmed (University of Bordeaux / Bordeaux INP, France)

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • IEEE IM 201918

A Risk-defined Trust Transitivity Model for Group Decisions in Social NetworksJun Xu (Jiangxi University of Finance and Economics, ChinaCarol Fung (Virginia Commonwealth University, USA)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Wednesday, 10 April 20199:00 - 10:30 • Jackson

MC3: Operations and IoTChair: Helmut Reiser

IT Service Management Frameworks ComparedMichael Schmidt (Leibniz Supercomputing Centre (LRZ), Germany)Michael Brenner (Leibniz Supercomputing Centre, Germany)Thomas Schaaf (University of Munich (LMU), Germany)

Automated Planning of System Rollback in Declarative IT System UpdateTakuya Kuwahara (NEC Corporation, Japan)Takayuki Kuroda (NEC Corporation, Japan)Manabu Nakanoya (NEC Corporation, Japan)Yutaka Yakuwa (NEC Corporation, Japan)Yoichi Sato (NEC Corporation, Japan)Yasuhiko Matsunaga (NEC Corporation, Japan)

Capacity Optimization Based on Traffic Grooming in Transport NetworksMadanagopal Ramachandran (Indian Institute of Technology Madras, India)Anix Anbiah (Indian Institute of Technology Madras, India)Krishna Sivalingam (Indian Institute of Technology Madras, India)

IoTC2: A Formal Method Approach for Detecting Conflicts in Large Scale IoT SystemsAbdullah Al Farooq (University of North Carolina, Charlotte, USA)Ehab Al-Shaer (University of North Carolina, Charlotte, USA)Thomas Moyer(The University of North Carolina, Charlotte, USA)Krishna Kant (Temple University, USA)

A Modular Distributed IoT Service DiscoveryMarc-Oliver Pahl (Technische Universität München, Germany)Stefan Liebald (Technical University Munich, Germany)

Giving IoT Edge Services an Identity and Changeable AttributesMarc-Oliver Pahl (Technische Universität München, Germany)Lorenzo Donini (Technical University of Munich, Germany)

Wednesday, 10 April 20199:00 - 10:30 • Harrison

MC4: Routing and WirelessChair: Wayne Wheeler

LADEQ: A fast Lagrangian Relaxation based Algorithm for Destination-Based QoS RoutingNitin Varyani (University of Minnesota, USA)

An Approach for Energy Efficient Deadline-Constrained Flow Scheduling and RoutingKeke Fan (Beijing University of Posts and Telecommunications, China)Ying Wang(Beijing University of Posts and Telecommunications, China)Junhua Ba (Beijing University of Posts and Telecommunications, China)Wenjing Li (Beijing University of Posts and Telecommunication, China)Qi Li(Beijing University of Posts and Telecommunications, China)

A Deep Reinforcement Learning based Mechanism for Cell Outage Compensation in 5G UDNXiao Yang(Beijing University of Posts and Telecommunications, China)Peng YuBeijing University of Posts and Telecommunications, China)Lei Feng (Beijing University of Posts and Telecommunications, China)Fanqin Zhou(Beijing University of Posts and Telecommunications, China)Wenjing Li (Beijing University of Posts and Telecommunication, China)Xuesong Qiu(Beijing University of Posts and Telecommunications, China)

3D Aerial Base Station Position Planning based on Deep Q-Network for Capacity EnhancementJiahui Wu(Beijing University of Posts and Telecommunications, China)Peng Yu(Beijing University of Posts and Telecommunications, China)Lei Feng (Beijing University of Posts and Telecommunications, China)Fanqin Zhou (Beijing University of Posts and Telecommunications, China)Wenjing Li (Beijing University of Posts and Telecommunication, China)Xuesong Qiu(Beijing University of Posts and Telecommunications, China)

MINI-CONFERENCE

19• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •IEEE IM 2019

POSTER SESSIONS

Tuesday, 9 April 201910:30 - 11:00 • Wilson

PS1: VNF, SDN, Service ChainingChair: Burkhard Stiller

SDN Enabled Secure IoT ArchitectureKallol Krishna Karmakar (University of Newcastle, Australia)Vijay Varadharajan (University of Newcastle, Australia)Surya Nepal (Data61, CSIRO, Australia)Uday Tupakula (University of Newcastle, Australia)

Redundancy Mechanism of Service Function Chain with Node-Ranking AlgorithmLeyi Zhang (Beijing University of Posts and Telecommunications, China)Ying Wang(Beijing University of Posts and Telecommunications, China)Xuesong Qiu(Beijing University of Posts and Telecommunications, China)Hantao Guo(Beijing University of Posts and Telecommunications, China)

ASCO: An Availability-Aware Service Chain OrchestrationWenchen He (Beijing University of Posts and Telecommunications, China)Xiong Chen (NARI Group Corporation/NARI Technology Co., Ltd, China)Xuesong Qiu(Beijing University of Posts and Telecommunications, China)Shaoyong Guo(Beijing University of Posts and Telecommunications, China)Peng Yu (Beijing University of Posts and Telecommunications, China)

Toward Content-Oriented Orchestration: SDN and NFV as Enabling Technologies for NDNHoang Long Mai (Troyes University of Technology, France)Messaoud Aouadj (Troyes University of Technology, France)Guillaume Doyen (Troyes University of Technology, France)Wissam Mallouli (Montimage, France)Edgardo Montes de Oca (Montimage, France)Olivier Festor(TELECOM Nancy, University of Lorraine, France)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Tuesday, 9 April 201915:00 - 15:30 • Wilson

PS2: Blockchains, IoT, Behavior, and EventsChair: Michelle Noguiera

Energy-Aware Slicing of Network Resources Based on Elastic Demand through DaytimeRafael Lopes Gomes (State University of Ceara (UECE) Fortaleza, Brazil)Francisco Ponte(State University of Ceara (UECE) Fortaleza, Brazil)Arthur Cordeiro Urbano(State University of Ceara (UECE) Fortaleza, Brazil)

Alan Vasconcelos Jr. (State University of Ceara (UECE) Fortaleza, Brazil)Luiz Fernando Bittencourt (University of Campinas (UNICAMP) Campinas - SP, Brazil)Edmundo Madeira (University of Campinas (UNICAMP) Campinas SP, Brazil)

Toward a Policy-Based Blockchain Agnostic FrameworkEder John Scheid (University of Zurich, Switzerland)Bruno Rodrigues (University of Zurich, Switzerland)Burkhard Stiller (University of Zurich, Switzerland)

Mining and Application of User Behavior Pattern Based on Operation And Maintenance DataWenji Zhang (Beijing University of Posts and Telecommunications, China)Wenan Zhou(Beijing University of Posts and Telecommunications, China)Jun Luo(Beijing University of Posts and Telecommunications, China)

Functional Topology Inference from Network EventsAntoine Messager (University of Sussex, United Kingdom)George Parisis (University of Sussex, United Kingdom)Istvan Kiss (University of Sussex, United Kingdom)Robert Harper (Moogsoft Ltd., Kingston upon Thames, United Kingdom)Philip Tee (Moogsoft Inc., USA)Luc Berthouze (University of Sussex, United Kingdom)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Wednesday, 10 April 201910:30 - 11:00 • Wilson

PS3: Wireless NetworksChair: Max Young

CASH: A Channel Assigner Algorithm for Heterogeneous Devices in Smart Homes Francisco Ponte (State University of Ceará (UECE), Brazil)Rafael Lopes Gomes (State University of Ceará (UECE), Brazil)Joaquim Celestino Jr. (State University of Ceará (UECE), Brazil)Walisson Pereira(State University of Vale do Acaraú (UVA), Brazil)Nelson Fonseca (University of Campinas (UNICAMP), Brazil)

Towards Scalable Planning of Wireless Networks Mercy Jaiyeola (Mississippi State University, USA)Maxwell Young (Mississippi State University, USA)Jin Xiao (IBM Thomas J. Watson Research Center, USA)Hugh Medal (University of Tennessee, USA)Greg Grimes (Mississippi State University, USA)David Schweitzer (Mississippi State University, USA)

Self-Healing Approach for Handovers in IEEE 802.11 WLANs Bryan Ng (Victoria University of Wellington, New Zealand)Lina Hao (Victoria University of Wellington, New Zealand)

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • IEEE IM 201920

POSTER SESSIONS

Persistent WiFi Connectivity During Train Journey: An SDN Based Approach Arkadeep Sen (Indian Institute of Technology Madras, India)Krishna Sivalingam (Indian Institute of Technology Madras, IndiaBabu Narayanan (Centre of Excellence in Wireless Technology (CEWiT), India)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Wednesday, 10 April 201915:00 - 15:30 • Wilson

PS3: Security, Access Control and IoTChair: Burkhard Stiller

On the Classification and False Alarm of Invalid Prefixes in RPKI Based BGP Route Origin Validation Wenjie Xu (Tsinghua University, China)Deliang Chang (Tsinghua University, China)Xing Li (Tsinghua University, China)

A Dynamic Cross-Domain Access Control Model for Collaborative Healthcare ApplicationAhmad Salehi S. (Monash University, Melbourne, Australia and CSIRO’s Data61, Australia)Carsten Rudolph (Monash University, Melbourne, Australia)Marthie Grobler (CSIRO’s Data61, Australia)

Real-Time Detection of DNS Exfiltration and Tunneling from Enterprise Networks Jawad Ahmed (University of New South Wales, Australia)Hassan Habibi Gharakheili (University of New South Wales, Australia)Qasim Raza (University of New South Wales, Australia)Craig Russell (CSIRO Data61, Australia)Vijay Sivaraman (University of New South Wales, Australia)

DISSERTATION SESSIONS

Thursday, 11 April 20199:00 - 10:30 • Washington

PH1: Data-Driven Approaches to Network and Service ManagementChair: Rolf Stadler

Data-driven Resource Allocation in Virtualized EnvironmentsLianjie Cao (Hewlett Packard Labs, USA)Sonia Fahmy (Purdue University, USA)Puneet Sharma (Hewlett Packard Labs, USA)

Data Analysis and Modelling of Users’ Behavior on the WebLuca Vassio (Politecnico di Torino, Italy)Marco Mellia (Politecnico di Torino, Italy)

Normalization of Unstructured Log Data into Streams of Structured Event ObjectsDaniel Tovarnak (Masaryk University, Czech Republic)Tomas Pitner (Masaryk University, Czech Republic)

Towards Virtualization of Software-Defined Networks: A Journey in Three ActsAndreas Blenk (Technische Universität München, Germany)Wolfgang Kellerer(Technical University of Munich (TUM), Germany)

Thursday, 11 April 201913:30 - 15:00 • Washington

PH2: Advances in Network and Systems ManagementChair: Noura Limam

QoE-Centric Network-Assisted Delivery of Adaptive Video Streaming ServicesStefano Petrangeli (Adobe Research, USA)Tim Wauters (Ghent University - imec, Belgium)Filip De Turck (Ghent University – iMinds, Belgium)

Collaborative Computation Offloading for Multi-access Edge ComputingShuai Yu (Sorbonne University, France)Rami Langar (ENST-Paris, France)

Modeling, Monitoring and Scheduling Techniques for Network Recovery from Massive FailuresDiman Zad Tootaghaj (Hewlett Packard Enterprise Labs, USA)Thomas La Porta (The Pennsylvania State University, USA)Ting He (Penn State University, USA)

Application-Aware Flow MonitoringPetr Velan (Masaryk University, Czech Republic)Pavel Celeda (Masaryk University, Czech Republic)

21• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •IEEE IM 2019

DEMO SESSIONS

Tuesday, 9 April 201910:30 - 11:00 • Wilson

DS1Chair: Barbara Martini

SLA-controlled Proxy Service Through Customisable MANO Supporting Operator PoliciesThomas Soenen (UGENT, imec, Belgium)Felipe Vicens (ATOS, Spain)José Bonnet (Portugal Telecom Innovaçao e Sistemas, Portugal)Marios Touloupou (University of Piraeus, Greece)Evgenia Kapassa (University of Piraeus, Greece)Eleni Fotopoulou (Ubitech, Greece)Manuel Peuster (University of Paderborn, Germany)Wouter Tavernier (Ghent University, imec, Belgium)

Network Slices Life Cycle Management:Towards AutomationAmina Boubendir (Orange Labs, France)Fabrice Guillemin (Orange Labs, France)Sylvaine Kerboeuf (Nokia Bell Labs, France)Barbara Orlandi (Nokia Bell Labs, France)Frédéric Faucheux (Nokia Bell Labs, France)Jean-Luc Lafragette (Nokia Bell Labs, France)Marie-Line Alberi Morel (Nokia Paris Saclay, France)Mohamad Yassin (Orange Labs, France)

Experimental Demonstration of 5G Virtual EPC Recovery in Federated TestbedsKoteswararao Kondepu (Scuola Superiore Sant’Anna, Italy)Francesco Giannone (Scuola Superiore Sant’Anna)Serdar Vural (University of Surrey, Great Britain)Björn Riemer (Fraunhofer Fokus)Piero Castoldi (Scuola Superiore Sant’Anna, Italy)Luca Valcarenghi (Scuola Superiore SantAnna, Italy)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Tuesday, 9 April 201915:00 - 15:30 • Wilson

DS2Chair: Nick Cohen

Connection Integration System for ICT Infrastructure ManagementHiroki Nakayama (BOSCO Technologies Inc., Japan)Tsunemasa Hayashi (BOSCO Technologies Inc., Japan)

A Tool Suite for the Automated Synthesis of Security Function ChainsNicolas Schnepf (INRIA, France)Remi Badonnel (INRIA, TELECOM Nancy, University of Lorraine, France)Abdelkader Lahmadi (University of Lorraine, France)Stephan Merz (LORIA, France)

A Network Protocol for Distributed Orchestration Using Intent-Based ForwardingJordan Augé (Cisco Systems, France)Marcel Enguehard(Cisco Systems & Telecom ParisTech, France)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Wednesday, 10 April 201910:30 - 15:30 • Wilson

DS3Chair: Barbara Martini

Cloud-Based System for Fake Tweet IdentificationSaranya Krishnan (University of Washington Bothell, USA)Min Chen (University of Washington Bothell, USA)

Demonstration of an Observability Framework for Cloud Native MicroservicesNicolas Marie-Magdelaine (University of Bordeaux, France)Toufik Ahmed (University of Bordeaux / Bordeaux INP, France)Gauthier Astruc-Amato (Lectra)

ViDupe-Duplicate Video Detection as a Service in CloudGousiya Farheen Shaik (University of Washington Bothell, USA)Min Chen (University of Washington Bothell, USA)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Wednesday, 10 April 201915:00 - 15:30 • Wilson

DS4Chair: Nick Cohen

Demonstration of Synchronization Attacks on Distributed and Cooperative Control in MicrogridsMingxiao Ma (LORIA, France)Abdelkader Lahmadi (University of Lorraine, France)Isabelle Chrisment (TELECOM Nancy, Université de Lorraine, France)

A Tool to Detect and Visualize Malicious DNS Queries for Enterprise NetworksJawad Ahmed (University of New South Wales, Australia)Hassan Habibi Gharakheili (University of New South Wales, Australia)Qasim Raza (University of New South Wales, Australia)Craig Russell (CSIRO Data61, Australia)Vijay Sivaraman (University of New South Wales, Australia)

Highlighting the Gap Between Expected and Actual Behavior in P4-Enabled NetworksNicholas Gray (University of Würzburg, Germany)Alexej Grigorjew (University of Würzburg, Germany)Tobias Hoßfeld (University of Würzburg, Germany)Thomas Zinner (TU Berlin, Germany)Apoorv Shukla (TU Berlin, Germany)

• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • IEEE IM 201922

Thursday, 11 April 201910:30 - 11:00 • Wilson

DS5Chair: Barbara Martini

AMIS: Programmable Privacy-Preserving Network Measurement for Analysis and TroubleshootingXiaoban Wu (University of Massachusetts, Lowell, USA)Chen Xu (University of Massachusetts, Lowell, USA)Yan Luo (University of Massachusetts, Lowell, USA)Cody Bumgardner (University of Kentucky)Michael McGarry (University of Texas, El Paso, USA)Gabriel Ghinita (University of Massachusetts, Boston, USA)

Automated Distribution of Access Control Rules in Defense Layers of an Enterprise NetworkAdam Pavlidis (National Technical University of Athens, Greece)Marinos Dimolianis (National Technical University of Athens, Greece)Dimitris Kalogeras(National Technical University of Athens, Greece)Vasilis Maglaris(National Technical University of Athens, Greece)

An Identity Provider as a Service platform for the Research and Education CommunityMichael Schmidt (Leibniz Supercomputing Centre (LRZ), Germany)Jule Ziegler (Leibniz Supercomputing Centre (LRZ), Germany)

Demo: DroidNet - An Android Permission Control Recommendation System Based on Crowdsourcing Pulkit Rustgi (Virginia Commonwealth University, USA)Carol Fung (Virginia Commonwealth University, USA)• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Thursday, 11 April 201915:00 - 15:30 • Wilson

DS6Chair: Nick Cohen

IT Operations Analytics: Root Cause Analysis via Complex Event ProcessingMartin Drasar (Masaryk University, Czech Republic)Tomas Jirsik (Masaryk University, Czech Republic)

DNS Firewall Data VisualizationStanislav Spacek (Masaryk University, Czech Republic)Vít Rusňák (Masaryk University, Czech Republic)Anna-Marie Dombajová (Masaryk University, Czech Republic)

Predicting Distributions of Service MetricsForough Shahab Samani (KTH Royal Institute of Technology, Sweden)Rolf Stadler (KTH The Royal Institute of Technology, Sweden)Andreas Johnsson (Ericsson Research, Sweden)Christofer Flinta (Ericsson Research, Sweden)

port2dist: Semantic Port Distances for Network AnalyticsLaurent Evrard (University of Namur, Belgium)Jérôme François (INRIA Nancy Grand Est, France)Jean-Noel Colin (University of Namur, Belgium)Frederic Beck (Inria, France)

DEMO SESSIONS

Monday, 8 April 20199:00 - 17:00 • Jackson

WS1: IEEE/IFIP AnNet 2019 The Fourth IEEE/IFIP International Workshop on Analytics for Network and Service Management • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •Monday, 8 April 20199:00 - 17:00 • Harrison

WS2: IEEE/IFIP DISSECT 2019The Fifth IEEE/IFIP International Workshop on Security for Emerging Distributed Network Technologies

Friday, 12 April 20199:00 - 17:00 • Jackson

WS3: IEEE/IFIP HotNSM 2019The First IEEE/IFIP International Workshop on HotTopics on Network and Service Management

WORKSHOPS