a networking primer for grid computing supplement to module 1 1
TRANSCRIPT
![Page 1: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/1.jpg)
A Networking Primer for Grid Computing
Supplement to Module 1
1
![Page 2: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/2.jpg)
Basic Networking and related Definitions
2
![Page 3: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/3.jpg)
Application Programming Interface (API) defines the interface. Refers to definition, not
implementation For example, there are many implementations of MPI
Specification often language-specific (or IDL) Routine name, number, order and type of arguments; mapping to language constructs
Behavior or function of routine Examples
GSS API (security), MPI (message passing)
3
![Page 4: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/4.jpg)
Application Programming Interface
A specification for a set of routines to help application development Refers to definition, not implementation E.g., there are many implementations of MPI
Spec often language-specific (or IDL) Routine name, number, order and type of arguments; mapping to language constructs
Behavior or function of routine Examples
GSS API (security), MPI (message passing)
4
![Page 5: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/5.jpg)
A Software Development Kit (SDK) is a particular instantiation of an API An SDK consists of libraries and tools Provides implementation of API specification
One API can have multiple SDKs Examples of SDKs
MPICH
5
![Page 6: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/6.jpg)
Software Development Kit A particular instantiation of an API
SDK consists of libraries and tools Provides implementation of API specification
Can have multiple SDKs for an API Examples of SDKs
MPICH, Motif Widgets
6
![Page 7: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/7.jpg)
Network Protocol A formal description of message formats and a set of rules for exchanging messages
Good protocols are designed to do just one thing Protocols can be layered
Examples of protocols IP, TCP, TLS (SSL), HTTP, Kerberos
7
![Page 8: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/8.jpg)
Syntax
Rules for encoding information, e.g. XML, Condor ClassAds, Globus RSL X.509 certificate format (RFC 2459) Cryptographic Message Syntax (RFC 2630)
Distinct from protocols One syntax may be used by many protocols (e.g., XML); & useful for other purposes
Syntaxes may be layered E.g., Condor ClassAds -> XML -> ASCII
8
![Page 9: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/9.jpg)
Protocols can have multiple APIs. TCP/IP APIs include BSD sockets, Winsock, System V streams, …
The protocol provides interoperability Programs using different APIs can exchange information
I don’t need to know remote user’s API
TCP/IP Protocol: Reliable byte streams(over unreliable datagrams)
WinSock API Berkeley Sockets API
Application Application
9
![Page 10: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/10.jpg)
An API can have multiple protocols MPI provides portability: any correct program compiles & runs on a platform
Does not provide interoperability: all processes must link against same SDK E.g., MPICH and LAM versions of MPI
ApplicationApplication
MPI API MPI API
LAM SDK
LAM protocol
MPICH-P4 SDK
MPICH-P4 protocol
TCP/IP TCP/IPDifferent message formats, exchange sequences, etc.
10
![Page 11: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/11.jpg)
Standard APIs/SDKs are important They enable application portability
Can move application to different places
But w/o standard protocols, interoperability is hard
Example: MPI Standard protocols are important
Between computers Enable interoperability
Applications can talk to each other Enable shared infrastructure – example: the internet
But w/o standard APIs/SDKs, application portability is hard (different platforms access protocols in different ways)
APIs and protocols are both important
11
![Page 12: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/12.jpg)
Communication Elements Links, routers, switches, name servers,
protocols Infrastructure evolves slowly (politics, large
scale changes, money) Gilder's Law: total bandwidth of communication
systems doubles every six months Change in LAN to desktops
100 mbps shared 100 mbps switched 1 gbps 10 gbps
Clusters: Gigabit ethernet (TCP/IP and MPICH/LAM) standard, Myrinet (own MPI drivers) better performance
12
![Page 13: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/13.jpg)
Network Speeds Analog modem: 57 kbps
GPRS: 114 kbps Bluetooth: 723 kbps T-1: 1.5 Mbps Eth 10Base-X: 10Mbps 802.11b (WiFi) 11 Mbps
T-3: 45 Mbps OC-1: 52 Mbps Fast Eth 100Base-X: 100 Mbps
OC-12: 622 Mbps GigEth 1000Base-X: 1 Gbps
OC-24: 1.2 Gbps OC-48: 2.5 Gbps OC-192: 10 Gbps 10 GigEth: 10 Gbps OC-3072: 160 Gbps
Home internet Upload: 35 KB/s Download 250 KB/s
13
![Page 14: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/14.jpg)
Network Enabled Services Implementation of a protocol that defines a set of capabilities Protocol defines interaction with service
All services require protocols Not all protocols are used to provide services (e.g. IP, TLS)
Examples: FTP and Web servers
Web Server
IP Protocol
TCP Protocol
TLS Protocol
HTTP Protocol
FTP Server
IP Protocol
TCP Protocol
FTP Protoco
l
Telnet Protoco
l
14
![Page 15: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/15.jpg)
ProgramB
IP network
IP network
Sockets – the basic building block
ProgramA
send
recv
recv
send
15
![Page 16: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/16.jpg)
Server:Web
Server
IP network
IP network
Services are built on Sockets
Client:Web
Browser
send
recv
recv
send
Protocol:http
16
![Page 17: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/17.jpg)
Server:Web
Server
IP network
IP network
Client-Server Model
recv
send
Protocol:http
Client:Web
Browser
send
recv
Client:Web
Browser
send
recv
Client:Web
Browser
send
recv
Client:Web
Browser
send
recv
Client:Web
Browser
send
recv
Client:Web
Browser
send
recv
Client:Web
Browser
send
recv
Client:Web
Browser
send
recv
Client:Web
Browser
send
recv
Client:Web
Browser
send
recv
Client:Web
Browser
send
recv
17
![Page 18: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/18.jpg)
Familiar Client-Server Apps
Email Protocols: POP, SMTP
File Copying Protocol: FTP
Logging in to remote computers Protocol: Telnet
18
![Page 19: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/19.jpg)
IP network
IP network
Peer-to-Peer Model
Protocol:gnutell
a
limewire
send
recv
limewire
send
recv
limewire
send
recv
limewire
send
recv
limewire
send
recv
limewire
send
recv
19
![Page 20: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/20.jpg)
Familiar Peer-to-Peer Apps
File (music) Sharing Protocols: Napster, Gnutella
Chat (sort of) Protocols: IRC, Instant Messenger
Video Conferencing Protocols: H323
20
![Page 21: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/21.jpg)
Basic Networking and related Definitions
21
![Page 22: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/22.jpg)
Basic Networking Skills Grid usage requies a basic level of UNIX and networking skills
Remember: Find out about Unix commands or tools using “man” > man nslookup
You should read up and practise basic networking, security, linux, skills.
There is lots of information on the web “what is” with Google, www.wikipedia.org,
www.webopedia.com
22
![Page 23: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/23.jpg)
IP Addresses All computers on the Internet use TCP/IP. IP: responsible for moving packets of data from node to node
TCP: responsible for correct delivery of data
TCP/IP assigns a unique number or “IP address” to every computer on the Internet 32-bit number Written as four numbers, like: 128.105.3.61
An IP Address identifies a network interface, not a computer. A computer can have multiple IP addresses.
23
![Page 24: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/24.jpg)
Domain Name Server (DNS) DNS maps IP addresses to names, and vice-versa www.amazon.com 72.21.206.5 Discover this with “host” or “nslookup” or “dig”
Try all three—how do they differ?
24
![Page 25: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/25.jpg)
DNS host www.amazon.com
www.amazon.com has address 207.171.163.90 nslookup -sil www.amazon.com
Server: 10.0.1.1Address: 10.0.1.1#53Non-authoritative answer:Name: www.amazon.comAddress: 207.171.166.102
dig www.amazon.com;; ANSWER SECTION:www.amazon.com. 20 IN A
207.171.166.102
;; Query time: 4 msec;; SERVER: 10.0.1.1#53(10.0.1.1);; WHEN: Sat Jun 24 08:59:00 2006;; MSG SIZE rcvd: 48
25
![Page 26: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/26.jpg)
Ping! Is a computer on the network? Use ping to find out% ping cu.ncsa.uiuc.eduPING cu12.ncsa.uiuc.edu (141.142.30.77): 56 data bytes64 bytes from 141.142.30.77: icmp_seq=0 ttl=233 time=53.663 ms64 bytes from 141.142.30.77: icmp_seq=1 ttl=233 time=55.615 ms64 bytes from 141.142.30.77: icmp_seq=2 ttl=233 time=55.153 ms64 bytes from 141.142.30.77: icmp_seq=3 ttl=233 time=57.184 ms^C--- cu12.ncsa.uiuc.edu ping statistics ---4 packets transmitted, 4 packets received, 0% packet lossround-trip min/avg/max/stddev = 53.663/55.404/57.184/1.256 ms Some sites block the use of ping :(
26
![Page 27: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/27.jpg)
Internet routes Between you and a computer on the network, there is an often complex route.
% traceroute www.cs.uwm.edu
traceroute to miller.cs.uwm.edu (129.89.143.24), 30 hops max, 40 byte packets
1 svi-121.cisco1.cs.wisc.edu.105.128.in-addr.arpa (128.105.121.248) 0.423 ms 0.242 ms 0.227 ms
2 rh-cssc-b280c-2-core-vlan-492.net.wisc.edu (144.92.128.186) 0.404 ms 4.985 ms 0.489 ms… snip…
6 r-uwmilwaukee-isp-atm1-0-1.wiscnet.net (140.189.8.2) 2.730 ms 2.603 ms 2.689 ms
7 space-needle-mke.csd.uwm.edu (216.56.1.194) 2.836 ms 2.718 ms 2.748 ms8 miller.cs.uwm.edu (129.89.38.24) 2.754 ms * 2.796 ms
27
![Page 28: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/28.jpg)
Internet routing To be supplied.
28
![Page 29: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/29.jpg)
Port numbers A port number indicates which program to talk to on a computer.
Some port numbers are standard: HTTP (web): port 80 SMTP (mail): port 25 Ping: port 7
Some port numbers are assigned dynamically when you run a server.
29
![Page 30: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/30.jpg)
Netstat Netstat can answer the question: is a program running on a port on the local computer. netstat --protocol=inet –l
tcp 0 0 *:finger *:* LISTEN -l meant “listening for connections”. Look for active connections:netstat --protocol=inet | grep ssh
% netstat --protocol=inet | grep ssh
tcp 0 0 chopin.cs.wisc.edu:ssh ppp-67-38-160-108:20715 ESTABLISHED
tcp 0 0 chopin.cs.wisc.edu:ssh 68.185.181.47:1176 ESTABLISHED
…
30
![Page 31: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/31.jpg)
Telnet Telnet isn’t just for remote access to a computer
Telnet can tell you if remote services are running correctly and “listenening” for “connections”.
Is ssh running? Find ssh port number in /etc/services. It’s 22. telnet <host> 22. Example:telnet beak.cs.wisc.edu 22
Trying 128.105.146.14...
Connected to beak.cs.wisc.edu (128.105.146.14).
Escape character is '^]'.
SSH-1.99-OpenSSH_3.6.1p2
^] (That is control-right bracket)
telnet> quit
31
![Page 32: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/32.jpg)
Standard APIs/SDKs are important They enable application portability But w/o standard protocols, interoperability is hard (every SDK speaks every protocol?)
Standard protocols are important Enable cross-site interoperability Enable shared infrastructure But w/o standard APIs/SDKs, application portability is hard (different platforms access protocols in different ways)
APIs and Protocols are Both Important
32
![Page 33: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/33.jpg)
Secure Sockets Layer: SSL (TLS)
Protocol that transmits communications over the Internet in an encrypted form SSL ensures that the information is sent, unchanged, only to the server you intended to send it to.
SSL uses a private key to encrypt data Netscape and Internet Explorer support SSL
Web sites use SSL to obtain confidential user information, such as credit card numbers.
By convention, URLs that require an SSL connection start with https: instead of http:.
Newest version of SSL is called Transport Later Security (TLS)
HTTP FTP
Secure Socket Layer(SSL)
TCP
IP
33
![Page 34: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/34.jpg)
OpenSSL An Open Source implementation of the SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols
OpenSSL is used by Apache HTTP Server for https support and by MySQL to provide secure database access.
34
![Page 35: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/35.jpg)
OpenSSH OpenSSH is an implementation of the SSH
protocol suite of tools OpenSSH encrypts all traffic (including
passwords) OpenSSH provides a variety of authentication
methods. The OpenSSH suite includes
ssh program which replaces rlogin and telnet, scp which replaces rcp, sftp which replaces ftp. Also other basic utilities like ssh-add, ssh-agent,
ssh-keygen
35
![Page 36: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/36.jpg)
Very Basic Web Services
36
![Page 37: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/37.jpg)
Web ServicesA Web service is a software system designed to support interoperable machine-to-machine interaction over a network. It has an interface described in a machine-processable format (specifically WSDL). Other systems interact with the Web service in a manner prescribed by its description using SOAP messages, typically conveyed using HTTP with an XML serialization in conjunction with other Web-related standards. (W3C definition)
In plain words, they provide a good mechanism to connect heterogeneous systems with WSDL, XML, SOAP, XML, UDDI.
37
![Page 38: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/38.jpg)
A Sample interaction
Buyer Amazon.comlogin
buy a book
login ok
price information
confirm purchase
Key things to note:
Request/response
38
![Page 39: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/39.jpg)
2. Client looks up the service in the registry
3. Client interacts with the service
The Web Service state machine
1. Service advertises itself in the registry
39
![Page 40: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/40.jpg)
XML (Extensible Markup Language) A language for describing data Platform independent and self-describing
Good for distributed computing where heterogeneous systems co-exist
<?xml version="1.0"?>
<contact-info>
<name>John Smith</name>
<company>University of Florida</company> <phone>352-392-1200</phone>
</contact-info>
</xml>
40
![Page 41: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/41.jpg)
An example scenario
Buyer Amazon.comWSD (Web service description) (show the wsdl in the text box)
Returned SOAP message
Tell me about your service
<portType name=“BookService"> <operation name=“buyBook"> <input name=“bookName“ message="tns:bookName"/> <output name=“price" message="tns:price"/> </operation>
</portType>
Send a SOAP message (show the soap message in the text box)
41
![Page 42: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/42.jpg)
UDDI
client
service
2. Client looks up the service in the registry (UDDI) and gets a WSDL description
3. Client interacts with the service (SOAP + HTTP + XML)
The Web Service state machine
1. Service advertises itself in the registry (UDDI)
42
![Page 43: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/43.jpg)
The technologies WSDL
to describe the basic format of web service requests
SOAP defines a uniform way of passing XML-encoded data
XML and UDDI concepts
for finding web services
43
![Page 44: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/44.jpg)
SOAP (Simple Object Access Protocol) SOAP is a protocol specification that defines a uniform way of passing XML-encoded data
In also defines a way to perform remote procedure calls (RPCs) using HTTP as the underlying communication protocol
It is the underlying protocol for all web services
44
![Page 45: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/45.jpg)
WSDL (Web Service Description Language) WSDL tells us about the web service interface.
WSDL provides a way for service providers to describe the basic format of web service requests over different protocols or encodings
It provides the following information about the service What the service can do Where it resides How to invoke it
Provides a platform and language independent abstraction of the service
It specifies the port types, messages exchanged and how data is encoded etc.
45
![Page 46: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/46.jpg)
UDDI: Universal Description, Discovery and Integration A protocol for finding web services
Registries of web services can be maintained
The primary purpose is to find services with certain qualities
46
![Page 47: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/47.jpg)
Web Services vs Grid Services Though web services are great, some key things that are required on the grid are missing State management Global Service Naming Reference resolution more …
Grid services are web services that are customized to grid environment Similar to web services they provide the glue to interact with heterogeneous systems
Grid computing needs a few additional features, e.g. state
Lots of development & politics here!
47
![Page 48: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/48.jpg)
Provisioning
Grid architecture is evolving to a Service-Oriented approach.
Service-oriented Gridinfrastructure Provision physicalresources to support application workloads
ApplnService
ApplnService
Users
Workflows
Composition
Invocation
Service-oriented applications Wrap applications as services
Compose applicationsinto workflows
“The Many Faces of IT as Service”, Foster, Tuecke, 2005
...but this is beyond our workshop’s scope.See “Service-Oriented Science” by Ian Foster.
48
![Page 49: A Networking Primer for Grid Computing Supplement to Module 1 1](https://reader030.vdocuments.mx/reader030/viewer/2022033105/56649e225503460f94b0fd02/html5/thumbnails/49.jpg)
Based on:Grid Intro and Fundamentals Review
Dr Gabrielle AllenCenter for Computation & Technology
Department of Computer Science
Louisiana State [email protected]
Grid Summer Workshop June 26-30, 2006 49