Cluster Computing - GCB1 Cluster Computing Javier Delgado Grid-Enabledment of Scientific Applications Professor S. Masoud Sadjadi.

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Presentation transcript:

Cluster Computing - GCB1 Cluster Computing Javier Delgado Grid-Enabledment of Scientific Applications Professor S. Masoud Sadjadi

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4 Essence of a Beowulf Hardware  One head/master node  (Several) compute nodes  Interconnection modality (e.g. ethernet)‏ Software  Parallel Programming Infrastructure  Scheduler (optional)‏  Monitoring application (optional)‏

Cluster Computing - GCB5 Scheduling Multiple users fighting for resources = bad  Don't allow them to do so directly Computer users are greedy  Let the system allocate resources Users like to know job status without having to keep an open session

Cluster Computing - GCB6 Cluster Solutions Do-it-yourself (DIY)‏ OSCAR Rocks Pelican HPC (formerly Parallel Knoppix)‏ Microsoft Windows CCE OpenMosix (closed March 2008)‏ Clustermatic (no activity since 2005)‏

Cluster Computing - GCB7 DIY Cluster Advantages  Control  Learning Experience Disadvantages  Control  Administration

Cluster Computing - GCB8 DIY-Cluster How-To Outline Hardware Requirements Head Node Deployment  Core Software Requirements  Cluster-specific Software  Configuration Adding compute nodes

Cluster Computing - GCB9 Hardware Requirements Several commodity computers:  cpu/motherboard  memory  ethernet card  hard drive (recommended, in most cases)‏ Network switch Cables, etc.

Cluster Computing - GCB10 Software Requirements – Head node Core system  system logger, core utilities, mail, etc.  Linux Kernel Network Filesystem (NFS) server support Additional Packages  Secure Shell (SSH) server  iptables (firewall)‏  nfs-utils  portmap  Network Time Protocol (NTP)‏

Cluster Computing - GCB11 Software Requirements – Head node Additional Packages (cont.)‏  inetd/xinetd – For FTP, globus, etc.  Message Passing Interface (MPI) package  Scheduler – PBS, SGE, Condor, etc.  Ganglia – Simplified Cluster “Health” Logging dependency: Apache Web Server

Cluster Computing - GCB12 Initial Configuration Share /home directory Configure firewall rules Configure networking Configure SSH Create compute node image

Cluster Computing - GCB13 Building the Cluster Install compute node image on the compute node  Manually  PXE Boot (pxelinux, etherboot, etc.)‏  RedHat Kickstart  etc. Configure host name, NFS, etc.... for each node!

Cluster Computing - GCB14 Maintainance Software updates in head node require update in compute node Failed nodes must be temporarily removed from head node configuration files

Cluster Computing - GCB15 Building the Cluster But what if my boss wants a 200-node cluster?  Monster.com  OR come up with your own automation scheme  OR Use OSCAR or Rocks

Cluster Computing - GCB16 Cluster Solutions Do-it-yourself (DIY)‏ OSCAR Rocks Pelican HPC (formerly Parallel Knoppix)‏ Microsoft Windows CCE OpenMosix (closed March 2008)‏ Clustermatic (no activity since 2005)‏

Cluster Computing - GCB17 OSCAR Open Source Cluster Application Resources Fully-integrated software bundle to ease deployment and management of a cluster Provides  Management Wizard  Command-line tools  System Installation Suite

Cluster Computing - GCB18 Overview of Process Install OSCAR-approved Linux distribution Install OSCAR distribution Create node image(s)‏ Add nodes Start computing

Cluster Computing - GCB19 OSCAR Management Wizard Download/install/remove OSCAR packages Build a cluster image Add/remove cluster nodes Configure networking Reimage or test a node with the Network Boot Manager

Cluster Computing - GCB20 OSCAR Command Line tools Everything the Wizard offers yume  Update node packages C3 - The Cluster Command Control Tools  provide cluster-wide versions of common commands  Concurrent execution  example 1: copy a file from the head node to all visualization nodes  example 2: execute a script on all compute nodes

Cluster Computing - GCB21 C3 List of Commands cexec: execution of any standard command on all cluster nodes ckill: terminates a user specified process cget: retrieves files or directories from all cluster nodes cpush: distribute files or directories to all cluster nodes cpushimage: update the system image on all cluster nodes using an image captured by the SystemImager tool

Cluster Computing - GCB22 List of Commands (cont.)‏ crm: remove files or directories cshutdown: shutdown or restart all cluster nodes cnum: returns a node range number based on node name cname: returns node names based on node ranges clist: returns all clusters and their type in a configuration file

Cluster Computing - GCB23 Example c3 configuration # /etc/c3.conf ## # describes cluster configuration ## cluster gcb { gcb.fiu.edu #head node dead placeholder #change command line to 1 indexing compute-0-[0-8] #first set of nodes exclude 5 #offline node in the range (killed by J. Figueroa)‏ }

Cluster Computing - GCB24 OPIUM The OSCAR Password Installer and User Management Synchronize user accounts Set up passwordless SSH Periodically check for changes in passwords

Cluster Computing - GCB25 SIS System Installation Suite Installs Linux systems over a network Image-based Allows different images for different nodes Nodes can be booted from network, floppy, or CD.

Cluster Computing - GCB26 Cluster Solutions Do-it-yourself (DIY)‏ OSCAR Rocks Pelican HPC (formerly Parallel Knoppix)‏ Microsoft Windows CCE OpenMosix (closed March 2008)‏ Clustermatic (no activity since 2005)‏

Cluster Computing - GCB27 Rocks Disadvantages  Tight-coupling of software  Highly-automated Advantages  Highly-automated...  But also flexible

Cluster Computing - GCB28 Rocks The following 25 slides are property of UC Regants

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Cluster Computing - GCB45 Determine number of nodes

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Cluster Computing - GCB52 Rocks Installation Simulation Slides courtesy of David Villegas and Dany Guevara

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Cluster Computing - GCB68 Installation of Compute Nodes Log into Frontend node as root At the command line run: > insert-ethers

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Cluster Computing - GCB71 Installation of Compute Nodes Turn on the compute node Select to PXE boot or insert Rocks CD and boot off of it

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Cluster Computing - GCB75 Cluster Administration Command-line tools Image generation Cluster Troubleshooting User Management

Cluster Computing - GCB76 Command Line Tools Cluster-fork – execute command on nodes (serially)‏ Cluster-kill – kill a process on all nodes Cluster-probe – get information about cluster status Cluster-ps – query nodes for a running process by name

Cluster Computing - GCB77 Image Generation Basis: Redhat Kickstart file  plus XML flexibility  and dynamic stuff (i.e. support for “macros”)‏ Image Location: /export/home/install Customization: rolls and extend-compute.xml Command: rocks-dist

Cluster Computing - GCB78 Image Generation Source:

Cluster Computing - GCB79 Example Goal: Make a regular node a visualization node Procedure  Figure out what packages to install  Determine what configuration files to modify  Modify extend-compute.xml accordingly  (Re-)deploy nodes

Cluster Computing - GCB80 Figure out Packages X-Windows Related  X, fonts, display manager Display wall  XDMX, Chromium, SAGE

Cluster Computing - GCB81 Modify Config Files X configuration  xorg.conf  Xinitrc Display Manager Configuration

Cluster Computing - GCB82 User Management Rocks Directory: /var/411  Common configuration files: Autofs-related /etc/group, /etc/passwd, /etc/shadow /etc/services, /etc/rpc  All encrypted Helper Command  rocks-user-sync

Cluster Computing - GCB83 Start Computing Rocks is now installed Choose an MPI runtime  MPICH  OpenMPI  LAM-MPI Start compiling and executing

Cluster Computing - GCB84 Pelican HPC LiveCD for instant cluster creation Advantages  Easy to use  A lot of built-in software Disadvantages  Not persistent  Difficult to add software

Cluster Computing - GCB85 Microsoft Solutions Windows Server 2003 Compute Cluster Edition (CCE)‏ Microsoft Compute Cluster pack (CCP)‏ Microsoft MPI (based on MPICH2)‏ Microsoft Scheduler

Cluster Computing - GCB86 Microsoft CCE Advantages  Using Remote Installation Services (RIS), compute nodes can be added by simply turning it on  May be better for those familiar with Microsoft Environment Disadvantages  Expensive  Only for 64-bit architectures  Proprietary  Limited Application base

Cluster Computing - GCB87 References cs/default.aspx cs/default.aspx -9-Manual/ref-guide/ch-nfs.html portmap man page howto.xml howto.xml