Download presentation

Distributed Computing
Software based solutions to Parallel
Computing
Distributed Computing
 Cluster based computing
 Network of Workstations
• Duality of standalone workstation Vs. parallel
computing environment.
 Distributed Applications
• RC5 Clients
• SETI Clients
Issues of Distributed Computing
 Homogeneous networks
• Networks of similar machines. Requires only
one version of executables.
 Heterogeneous networks
• Different Architectures of machines.
(Alpha,x86]. Each architecture requires its own
version of executables.
 Issues of data representation, system level
interface differences, and suitability.
Support Model
 Application support is critcal.
 Three basic models
• Application is built with full awareness and
support
• User land facilities are provided to facilitate
awareness and support
• Kernel level support
Application Support
 Application modeled as self-contained
entity capable of client-server, peer-peer
cooperation models.
• RC5 client
• SETI client
 Support can be streamlined
 Loss of transparency, load balancing,lower
QoS.
User Level Support
 Provide basic parallel mechanisms
• Message/Data passing
• Synchronization
• Process Handling
– Rough control
 Provides greater transparency
• Less dependence on architecture,
transparency supports heterogeneous
solutions
Kernel Support
 Provides system level support
• Scheduling
– Load Balancing
– Process Migration
• Resource Allocation
 Doesn’t work well in heterogeneous
configurations.
 Process Migration increases
communication costs
Three Solutions
 PVM - Parallel Virtual Machine
• User Land Parallel Solution
• Message Passing
 MPI - Message Passing Interface
• Standard
• Several Implementations
• User Land Support
Three Solutions - continued
 MOSIX - Linux Kernel Extensions
• Provide dynamic scheduling
• process migration
• system level integration
PVM - Parallel Virtual Machine
 Message Passing Paradigm
 Heterogeneous Computing
• Deals effectively with data representation
issues
 Supports variety of systems including
MPP’s, SMP’s, and vector machines
 Uses a daemon to provide parallel facilities
PVM - continued
 Tracks tasks using a unique system
assigned ID called a TID
 Supports grouping, and group level
activities.
MPI or LAM
 Message Passing Interface
 MPI is the standard, several
implementations exist. One is LAM and is
maintained by Notre Dame.
 Similar to PVM
• Heterogeneous
• Uses a daemon, also includes a peer-peer
mode.
MPI - LAM - continued
 LAM environment must be started explicitly
 Provides compiler shells to handle
program compilation
 Nodes are dynamic
 Suite of utilities to maintain the message
passing virtual machine.
 The parallelism is explicitly programmed
MPI - LAM - continued
 MPI addresses resource limitations.
Uses
a property called Guaranteed Envelope
Resources to maintain integrity of
processes.
MOSIX and Linux 2.2.7
 Linux, not much more to say.
 Mosix is developed to extend several unix
operating systems
 Homogeneous
 Transparent and Preemptive process
migration
 Dynamic process reassignment
Mosix - continued
 Global resource assignment
 Ideal for cluster based computing
 Offers memory ushering
• prevents thrashing
 Maintains home system
 Requires that the nodes of the cluster be
networked well
Mosix - Continued
 Mosix maintains a given process’
association with a home node.
• Unique home node
 Implements a bi-level approach to
maintain this association through
migration
• User Context (remote) - system independent
contexts
Mosix - continued
• Deputy - node dependent interface. Remains
when process migrates from home node.
 All system dependent calls are routed
through remote to deputy at home system
• gettimeofday
 Initial assignment needs to be done by PVM
or MPI. Mosix doesn’t handle this aspect.
MOSIX - Migrated Process
Bad Mosix
 Overhead is increased
• Delayed system calls
• I/O sockets (file, network) don’t route well
• Migration time adds overhead
 Needs further work in migratable sockets
and files
You’re a good audience
 Are you asleep yet.
 But I tried!
 Thank you,
 Any Questions?