Real Parallel Computers

Real Parallel Computers

Background Information

Recent trends in the marketplace of high performance computing

Strohmaier, Dongarra, Meuer, Simon

Parallel Computing 2005

Short history of parallel machines

• 1970s: vector computers• 1990s: Massively Parallel Processors (MPPs)

– Standard microprocessors, special network and I/O

• 2000s: – Cluster computers (using standard PCs)– Advanced architectures (BlueGene)– Comeback of vector computer

(Japanese Earth Simulator)– GPUs, IBM Cell/BE

Performance development and predictions

Clusters

• Cluster computing– Standard PCs/workstations connected by fast network– Good price/performance ratio– Exploit existing (idle) machines or use (new) dedicated

machines

• Cluster computers vs. supercomputers (MPPs)– Processing power similar: based on microprocessors– Communication performance was the key difference– Modern networks have bridged this gap

• (Myrinet, Infiniband, 10G Ethernet)

Overview

• Cluster computers at our department– DAS-1: 128-node Pentium-Pro / Myrinet cluster (gone)– DAS-2: 72-node dual-Pentium-III / Myrinet-2000 cluster– DAS-3: 85-node dual-core dual Opteron / Myrinet-10G– DAS-4 (2010): cluster with accelerators (GPUs etc.)

• Part of a wide-area system:– Distributed ASCI Supercomputer

Distributed ASCI Supercomputer(1997-2001)

DAS-1 node configuration

• 200 MHz Pentium Pro• 128 MB memory• 2.5 GB disk• 100 Mbit/s Ethernet• Myrinet 1.28 Gbit/s

(full duplex)• Operating system:

Red Hat Linux

DAS-2 Cluster (2002-2006)

• 72 nodes, each with 2 CPUs (144 CPUs in total)

• 1 GHz Pentium-III• 1 GB memory per node• 20 GB disk• Fast Ethernet 100 Mbit/s• Myrinet-2000 2 Gbit/s (crossbar)• Operating system: Red Hat Linux• Part of wide-area DAS-2 system

(5 clusters with 200 nodes in total)Myrinet switch

Ethernet switch

DAS-3 Cluster (Sept. 2006)

• 85 nodes, each with 2 dual-core CPUs(340 cores in total)

• 2.4 GHz AMD Opterons (64 bit)• 4 GB memory per node• 250 GB disk• Gigabit Ethernet • Myrinet-10G 10 Gb/s (crossbar)• Operating system: Scientific Linux• Part of wide-area DAS-3 system (5 clusters; 263 nodes), using

SURFnet-6 optical network with 40-80 Gb/s wide-area links

DAS-3 NetworksNortel 5530 + 3 * 5510ethernet switch

85 compute nodes

85 * 1 Gb/s ethernet

Myri-10G switch

85 * 10 Gb/s Myrinet

10 Gb/s ethernet blade

8 * 10 Gb/s eth (fiber)

Nortel OME 6500with DWDM blade

80 Gb/s DWDMSURFnet6

1 or 10 Gb/s Campus uplink

Headnode(10 TB mass storage)

10 Gb/s Myrinet

10 Gb/s ethernet

Myrinet

Nortel

DAS-3 Networks

DAS-1 Myrinet

Components:• 8-port switches• Network interface card for each node

(on PCI bus)• Electrical cables: reliable links

Myrinet switches:• 8 x 8 crossbar switch• Each port connects to a node (network interface) or

another switch• Source-based, cut-through routing• Less than 1 microsecond switching delay

24-node DAS-1 cluster

128-node DAS-1 cluster

• Ring topology would have:– 22 switches– Poor diameter: 11– Poor bisection width: 2

Topology 128-node cluster

4 x 8 grid with wrap-aroundEach switch connected to 4 switches & 4 PCs32 switches (128/4)

Diameter: 6 ; Bisection width: 8

PC

PC

PC

PC

Performance

• DAS-2:– 9.6 μsec 1-way null-latency– 168 MB/sec throughput

• DAS-3:– 2.6 μsec 1-way null-latency– 950 MB/sec throughput

MareNostrum: large Myrinet cluster

• IBM system at Barcelona Supercomputer Center

• 4812 PowerPC 970 processors, 9.6 TB memory (2006)