Transcript Blue Gene/L system architecture

Case study
• IBM Bluegene/L system
• InfiniBand
Interconnect Family share in top
500 supercomputers on 06/2011
and 11/2012
InfiniBand
224
Gigabit Ethernet
232
Gigabit Ethernet
189
InfiniBand
206
Custom interconnect
53
Propritary Network
29
Cray interconnect
15
Custom interconnect
23
Proprietary Network
15
Myrinet
4
Myrinet
3
NUMAlink
2
11/2012
06/2011
Overview of the IBM Blue
Gene/L System Architecture
• Design objectives
• Hardware overview
– System architecture
– Node architecture
– Interconnect architecture
Highlights
• A 64K-node highly integrated supercomputer
based on system-on-a-chip technology
– Two ASICs
• Blue Gene/L compute (BLC), Blue Gene/L Link (BLL)
• Distributed memory, massively parallel processing
(MPP) architecture.
• Use the message passing programming model
(MPI).
• 360 Tflops peak performance
• Optimized for cost/performance
Design objectives
• Objective 1: 360-Tflops supercomputer
– Earth Simulator (Japan, fastest supercomputer
from 2002 to 2004): 35.86 Tflops
• Objective 2: power efficiency
– Performance/rack = performance/watt *
watt/rack
• Watt/rack is a constant of around 20kW
• Performance/watt determines performance/rack
• Power efficiency:
– 360Tflops => 20 megawatts with conventional
processors
– Need low-power processor design (2-10 times better
power efficiency)
Design objectives (continue)
• Objective 3: extreme scalability
– Optimized for cost/performance  use low
power, less powerful processors  need a lot
of processors
• Up to 65536 processors.
– Interconnect scalability
Blue Gene/L system components
Blue Gene/L Compute ASIC
• 2 Power PC440 cores with floating-point
enhancements
– 700MHz
– Everything of a typical superscalar processor
• Pipelined microarchitecture with dual instruction
fetch, decode, and out of order issue, out of order
dispatch, out of order execution and out of order
completion, etc
– 1 W each through extensive power management
Blue Gene/L Compute ASIC
Memory system on a BGL node
• BG/L only supports distributed memory paradigm.
• No need for efficient support for cache coherence
on each node.
– Coherence enforced by software if needed.
• Two cores operate in two modes:
– Communication coprocessor mode
• Need coherence, managed in system level libraries
– Virtual node mode
• Memory is physical partitioned (not shared).
Blue Gene/L networks
• Five networks.
– 100 Mbps Ethernet control network for diagnostics,
debugging, and some other things.
– 1000 Mbps Ethernet for I/O
– Three high-band width, low-latency networks for data
transmission and synchronization.
• 3-D torus network for point-to-point communication
• Collective network for global operations
• Barrier network
• All network logic is integrated in the BG/L node
ASIC
– Memory mapped interfaces from user space
3-D torus network
• Support p2p communication
• Link bandwidth 1.4Gb/s, 6
bidirectional link per node
(1.2GB/s).
• 64x32x32 torus: diameter
32+16+16=64 hops, worst
case hardware latency 6.4us.
• Cut-through routing
• Adaptive routing
Collective network
• Binary tree topology, static
routing
• Link bandwidth: 2.8Gb/s
• Maximum hardware latency:
5us
• With arithmetic and logical
hardware: can perform integer
operation on the data
– Efficient support for reduce, scan,
global sum, and broadcast
operations
– Floating point operation can be
done with 2 passes.
Barrier network
• Hardware support for global
synchronization.
• 1.5us for barrier on 64K nodes.
IBM BlueGene/L summary
• Optimize cost/performance
– limiting applications.
– Use low power design
• Lower frequency, system-on-a-chip
• Great performance per watt metric
• Scalability support
– Hardware support for global communication and barrier
– Low latency, high bandwidth support
• Case 2: Infiniband architecture
– Specification (Infiniband
architecture specification release
1.2.1, January 2008/Oct. 2006)
available at Infiniband Trade
Association
(http://www.infinibandta.org)
• Infiniband architecture overview
• Infiniband architecture overview
– Components:
•
•
•
•
Links
Channel adaptors
Switches
Routers
– The specification allows Infiniband wide area network, but
mostly adopted as a system/storage area network.
– Topology:
• Irregular
• Regular: Fat tree , hypercube, torus, etc.
– Link speed:
• Single data rate (SDR): 2.5Gbps (X), 10Gbps (4X), and 30Gbps
(12X).
• Double data rate (DDR): 5Gbps (X), 20 Gbps (4X)
• Quad data rate (QDR): 40Gbps (4X)
• Fourteen data rate (FDR): 56Gbps (4X)
• Layers: somewhat similar to TCP/IP
– Physical layer
– Link layer
•
•
•
•
Error detection (CRC checksum)
flow control (credit based)
switching, virtual lanes (VL),
forwarding table computed by subnet manager
– Single path deterministic routing (not adaptive)
– Network layer: across subnets.
• No use for the cluster environment
– Transport layer
• Reliable/unreliable, connection/datagram
– Verbs: interface between adaptors and OS/Users
• Infiniband Link layer Packet format:
• Local Route Header (LRH): 8 bytes. Used for local routing by
switches within a IBA subnet
• Global Route Header (GRH): 40 Bytes. Used for routing
between subnets
• Base Transport header (BTH): 12 Bytes, for IBA transport
• Extended transport header
– Reliable datagram extended transport header (RDETH): 4 bytes, just for
reliable datagram
– Datagram extended transport header (DETH): 8 bytes
– RDMA extended transport header (RETH): 16 bytes
– Atomic, ACK, Atomic ACK,
• Immediate DATA extended transport header: 4 bytes,
optimized for small packets.
• Invariant CRC and variant CRC:
– CRC for fields not changed and changed.
• Local Route Header:
– Switching based on the destination port address (LID)
– Multipath switching by allocating multiple LIDs to one
port
Subnet management
• Initialize the network
– Discover subnet topology and topology changes, compute
the paths, assign LIDs, distribute the routes, configure
devices.
– Related devices and entities
• Devices: Channel Adapters (CA), Host Channel Adapters,
switches, routers
• Subnet manager (SM): discovering, configuring, activating and
managing the subnet
• A subnet management agent (SMA) in every device generates,
responses to control packets (subnet management packets
(SMPs)), and configures local components for subnet management
• SM exchange control packets with SMA with subnet management
interface (SMI).
• Subnet Management phases:
– Topology discovery: sending direct routed SMP
to every port and processing the responses.
– Path computation: computing valid paths
between each pair of end node
– Path distribution phase: configuring the
forwarding table
• Base transport header:
• Verbs
– OS/Users access the adaptor through verbs
– Communication mechanism: Queue Pair (QP)
• Users can queue up a set of instructions that the
hardware executes.
• A pair of queues in each QP: one for send, one for
receive.
• Users can post send requests to the send queue and
receive requests to the receive queue.
• Three types of send operations: SEND, RDMA(WRITE, READ, ATOMIC), MEMORY-BINDING
• One receive operation (matching SEND)
• To communicate:
– Make system calls to setup everything (open
QP, bind QP to port, bind complete queues,
connect local QP to remote QP, register
memory, etc).
– Post send/receive requests as user level
instructions.
– Check completion.
• InfiniBand has an almost perfect
software/network interface:
– The network subsystem realizes most user level
functionality.
• Network supports in-order delivery and and fault
tolerance.
• Buffer management is pushed out to the user.
– OS bypass: User level accesses to the network
interface. A few machine instructions will
accomplish the transmission task without
involving the OS.