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Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago [email protected]

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Page 1: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

Globus Virtual Workspaces HEPiX Fall 2007, St Louis

Kate KeaheyArgonne National Laboratory

University of Chicago

[email protected]

Page 2: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Why Virtual Workspaces?

Quality of Service We get: batch-style provisioning

One size fits all Side-effect of job scheduling

We need: advance reservations, urgent computing, periodic, best-effort, and others

Separation of job scheduling and resource management E.g. workflow-based apps and batch apps have different needs

Quality of Life We have: “I have a 100 nodes I cannot use” Complex applications

Hard to install Require validation

Separation of environment preparation and resources leasing

Page 3: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

What are Virtual Workspaces?

A dynamically provisioned environment Environment definition: we get exactly the (software)

environment we need on demand. Resource allocation: Provision the resources the workspace

needs (CPUs, memory, disk, bandwidth, availability), allowing for dynamic renegotiation to reflect changing requirements and conditions.

Implementation Traditional means: publishing, automated

configuration, coarse-grained enforcement Virtual Machines: encapsulated configuration and

fine-grained enforcement

Paper: “Virtual Workspaces: Achieving Quality of Service and Quality of Life in the Grid”

Page 4: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Virtual Machines (Xen) Open source Paravirtualization

The Good: high-performance The Bad: difficult to run proprietary OSs, and to mix 32-bit

and 64-bit kernels (VT needed) Xen terminology:

Domain0 (the host), DomainU (user domain, the guest)

L X V USPEC INT2000 (score)

L X V ULinux build time (s)

L X V UOSDB-OLTP (tup/s)

L X V USPEC WEB99 (score)

0.00.10.20.30.40.50.60.70.80.91.01.1

Benchmark suite running on Linux (L), Xen (X), VMware Workstation (V), and UML (U)

Page 5: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Deploying WorkspacesRemotely

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Workspace

-Workspace metadata -Pointer to the image-Logistics information

-Deployment request-CPU, memory, node count, etc.

VWSService

Page 6: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Interacting with Workspaces

Poolnode

Trusted Computing Base (TCB)

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

The workspace service publishesinformation on each workspace

as standard WSRF ResourceProperties.

Users can query thoseproperties to find out

information about theirworkspace (e.g. what IP

the workspace was bound to)

Users can interact directly with their

workspaces the same way the would with a

physical machine.

VWSService

Page 7: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Workspace Service Components

Poolnode

Trusted Computing Base (TCB)

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

Poolnode

VWSService

Workspace WSRF front-end that allows clients

to deploy and manage virtual workspaces

Resource manager for a pool of physical nodesDeploys and manages

Workspaces on the nodes

Contextualizationcreates a common context

for a virtual cluster

Each node must have a VMM (Xen) installed, as

well as the workspace control program that manages

individual nodes

Workspace back-end:

Page 8: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Workspace Service Components

GT4 WSRF front-end Leverages GT core and services, notifications, security, etc. Follows the OGF WS-Agreement provisioning model

Publishes available lease terms Provides lease descriptions

Workspace Resource Manager (back-end) Currently focused on Xen Works with multiple Resource Managers Workspace Control

Contextualization Put the virtual appliance in its deployment context

Current release 1.3, available at: http://workspace.globus.org

Page 9: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Workspace Resource Managers Default resource manager (basic slot fitting)

Commercial datacenter technology would also fit Amazon Elastic Compute Cloud (EC2)

EC2: Selling cycles as Xen VMs Software similar to Workspace Service

No virtual clusters, contextualization, fine-grain allocations, etc.

Grid credential admission -> EC2 charging model STAR: 100 node VM run

Page 10: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Virtual Workspaces for STAR STAR image configuration

A virtual cluster composed of an OSG headnode and STAR worker nodes

Using the workspace service over EC2 to provision resources

Allocations of up to 100 nodes Dynamically contextualized for out-of-the-box cluster

Page 11: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Workspace Resource Managers Default resource manager (basic slot fitting)

Commercial datacenter technology would also fit Amazon Elastic Compute Cloud (EC2)

EC2: Selling cycles as Xen VMs Software similar to Workspace Service

No virtual clusters, contextualization, fine-grain allocations, etc.

Grid credential admission -> EC2 charging model STAR: 100 node VM run

Workspace Pilot Integrating VMs into current provisioning models

Long-term solutions Interleaving soft and hard leases Providing better articulated leasing models Developed in the context of existing schedulers

Page 12: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Providing Resources: The Workspace Pilot

Challenge: find the simplest way to integrate VMs into current provisioning models

Glide-ins (Condor): poor man’s resource leasing Best-effort semantics: submit a job “pilot” that claims

resources but does not run a job

The Workspace Pilot Resources booted to dom0 Pilot adjusts memory VWS leases “slots” to VMs Kill-all facility

Page 13: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Workspace Control

VM control Starting, stopping etc. To be replaced by Xen API

Integrating into the network Assigning MAC addresses and IP addresses DHCP Delivery tool Building up a trusted networking layer

VM image propagation Image management and reconstruction

creating blank partitions Talks to the workspace service via ssh

Page 14: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Security Issues Secure admission of appliances/workspaces

The appliance vendor configures the appliance, asserts its properties and signs them to the appliance

Security and other updates, configuration and versioning assertions, disallowing offsite root access, etc.

The appliance deployer validates the signature and matches the assertions to policies

SC05 Poster: “Making your workspace secure: establishing trust with VMs in the Grid”

Secure networking Controlling spoofing Isolating networks between different VM groups Traffic monitoring

Page 15: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

So -- you’ve deployed some VMs… Now what?

Do they have public IP addresses? Do they actually represent something useful?

I need an OSG cluster: How do the VMs find out about each other? Can they share storage?

Do they have host certificates? And gridmapfile? And all the other things that will integrate them into my

VO?

Page 16: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Challenge: what is a virtual cluster? A more complex virtual machine

Networking, shared storage, etc. that will be portable across sites and implementations

Available at the same time and sharing a common context Example:

A set of worker nodes with some edge services in front and NFS-based shared storage

Solution: management of ensembles and sharing Ensemble deployment, EPR management Flexible, configurable cluster deployment Networking

Edge Services have public IPs Worker nodes are on a private network shared with the Edge Services

Exporting and sharing a common context Configuring and joining context

Paper: “Virtual Clusters for Grid Communities”, CCGrid 2006

Virtual Clusters

Page 17: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Contextualization Challenge: Putting a VM in the deployment context of the Grid,

site, and other VMs Assigning and sharing IP addresses, name resolution, application-

level configuration, etc. Solution: Management of Common Context

Paper: “A Scalable Approach To Deploying And Managing Appliances”, TeraGrid conference 2007

Configuration-dependent provides&requires

Common understanding between the image “vendor” and deployer

Mechanisms for securely delivering the required information to images across different implementations

contextualization agent

Common Context

IPhostname

pk

Page 18: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Where Do VM Images Come From?

Appliance providers Appliance providers configure, manage, attest images Contextualization: collaboration between appliance

vendors and appliance deployers Appliance providers

rPath Recipe-style configuration (create a project, choose packages,

“cook”, build the software appliance_ Freely available online, many appliances http://www.rpath.com/rbuilder/

Bcfg2 Incrementally constructed configuration profiles Configuration analysis capabilities http://trac.mcs.anl.gov/projects/bcfg2

Page 19: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Image Management

Image partitions Efficiency Security Flexibility

Partition management on deployment Partition caching and

generation Partition sharing Mounting

System Layer

Customization Layer

Application Layer

VO Layer

Page 20: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Workspace Ecosystem

Resource Providers:Local clusters,

Grid resource providers (TeraGrid, OSG)Commercial providers: EC2, Sun, slicehost,

Provisioning a resource, not a platform

Appliance Providers:OSFarm, rPath, CohesiveFT, bcfg2, etc.

marketplaces of all kindsVirtual Organizations: configuration, attestation, maintenance

Middleware:appliances --> resources

manage appliance deploymentCombining networks and storage

VWS EC2 In-Vigo

Page 21: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Parting Thoughts VMs are the raw materials from which a working system can be

built But we still have to build it! Technical challenges: taking one step at a time Social/procedural challenges

Division of labor Resource providers Appliance providers Can we build trust between these two groups?

If you have a specific problem, give us a call: http://workspace.globus.org

In our copious spare time we also do research Migration, fine-grained enforcement, resource management, load

balancing, migration in time, lots of one-offs… VTDC07 (co-located with SC07)

Page 22: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Acknowledgements Workspace team:

Kate Keahey Tim Freeman Borja Sotomayor

Funding NSF SDCI “Missing Links” NSF CSR “Virtual Playgrounds” DOE CEDPS Project

With thanks to many collaborators: Jerome Lauret (STAR, BNL), Doug Olson (STAR, LBNL), Marty Wesley (rPath), Stu

Gott (rPath), Ken Van Dine (rPath), Predrag Buncic (Alice, CERN), Haavard Bjerke (CERN), Rick Bradshaw (Bcfg2, ANL), Narayan Desai (Bcfg2, ANL), Duncan Penfold-Brown (Atlas,uvic), Ian Gable (Atlas, uvic), David Grundy (Atlas, uvic), Ti Leggit (University of Chicago), Greg Cross (University of Chicago), Mike Papka (University of Chicago/ANL)

Page 23: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

Running jobs : 300Running jobs : 300

PDSF

Fermi

VWS/EC2 BNL

Running jobs : 230

Running jobs : 150Running jobs : 50

Running jobs : 150

Running jobs : 300Running jobs : 282Running jobs : 243Running jobs : 221Running jobs : 195Running jobs : 140Running jobs : 76Running jobs : 0

Running jobs : 200Running jobs : 50

Running jobs : 150Running jobs : 142Running jobs : 124Running jobs : 109Running jobs : 94Running jobs : 73Running jobs : 42

Running jobs : 195Running jobs : 183Running jobs : 152Running jobs : 136Running jobs : 96Running jobs : 54Running jobs : 37Running jobs : 0Running jobs : 42Running jobs : 39Running jobs : 34Running jobs : 27Running jobs : 21Running jobs : 15Running jobs : 9Running jobs : 0

Running jobs : 0

Job Completion :

File Recovery :

WSU

with thanks to Jerome Lauret and Doug Olson of the STAR project

Page 24: Globus Virtual Workspaces HEPiX Fall 2007, St Louis Kate Keahey Argonne National Laboratory University of Chicago keahey@mcs.anl.gov

11/7/07, HEPiX Virtual Workspaces: http://workspace.globus.org

NerscPDSF

EC2(via Workspace

Service)

WSU

Accelerated display of a workflow job state Y = job number, X = job state

with thanks to Jerome Lauret and Doug Olson of the STAR projectwith thanks to Jerome Lauret and Doug Olson of the STAR project