Basic Low Level Concepts

Transcription

1 Course Outline Basic Low Level Concepts Case Studies Operation through multiple switches: Topologies & Routing v Direct, indirect, regular, irregular Formal models and analysis for deadlock and livelock freedom Operation through a single switch: Router micro-architectures v Buffering, arbitration, scheduling, datapath Operation of a single link: switching and flow control Optimization: technology, congestion, reliability Sudhakar Yalamanchili, Georgia Institute of Technology (except as indicated) ECE 8813a (2) Overview Sources Main architectural issues for communication over a single link v Message units v Flow control (lossless links) v Switching (next) v Buffer management (later) v Arbitration & Scheduling (later) Chapters 1 & 2 v Interconnection Networks: An Engineering Approach, J. Duato, S. Yalamanchili and L. Ni, Morgan Kaufmann (pubs.) Papers v Virtual Channel Flow Control v Optimistic Flow Control Illinois Fast Messages System Goals: high levels of link utilization and minimal impact on end-to-end latency ECE 8813a (3) ECE 8813a (4) 1

2 Message Passing Communication Protocol v Typical steps followed by the sender: 1. System call by application n Copies the data into OS and/or network interface memory n Packetizes the message (if needed) n Prepares headers and trailers of packets 2. Checksum is computed and added to header/trailer 3. Timer is started and the network interface sends the packets processor memory ni ni memory processor Message Passing Communication Protocol v Typical steps followed by the receiver: 1. NI allocates received packets into its memory or OS memory 2. Checksum is computed and compared for each packet n If checksum matches, NI sends back an ACK packet 3. Once all packets are correctly received processor n n The message is reassembled and copied to user's address The corresponding application is signalled (via polling or interrupt) memory ni ni memory processor register file proc/mem user system IO or proc/mem FIFO Interconnection network packet FIFO IO or proc/mem user system proc/mem register file register file proc/mem user system IO or proc/mem FIFO Interconnection network packet FIFO IO or proc/mem user system proc/mem register file user writes data in memory system call sends 1 copy pipelined transfer e.g., DMA ECE 8813a (5) pipelined reception e.g., DMA interrupt data 2 copy ECE 8813a ready (6) Shared Memory L2 miss v Miss Status Handling Register (MSHR) allocation, address mapping, packet construction v Message injection, flow control set-up, rate control Message reception v Packet ejection, update message status (return), and control processing (end-to-end flow control) v Packet servicing, message injection Shared Memory L2 miss v Miss Status Handling Register (MSHR) allocation, address mapping, packet construction v Message injection, flow control set-up, rate control Message reception v Packet ejection, update message status (return), and control processing (end-to-end flow control) v Packet servicing, message injection thewere42.worldpress.com ECE 8813a (7) ECE 8813a (8) 2

3 The Network Model Link Traversal Basic Switch Microarchitecture Switch Traversal Metrics (for now): latency and bandwidth Physical channel Link Control Route Computation DEMUX... MUX DEMUX... MUX Link Control Physical channel Routing, switching, flow control, error control Physical channel Link Control Route Computation DEMUX... MUX CrossBar DEMUX... MUX Link Control Physical channel Route Computation Switch & VC Allocation D hops L bit message W bit wide channels message path ECE 8813a (9) ECE 8813a (10) On-Chip Wide links Shallow pipelines Not pin limited Low flow control latency Smaller buffers Off-Chip vs. On-Chip Off-Chip Narrow links Deeper pipelines Pin limited Larger flow control latency Deeper buffers Routing Layer Switching Layer Physical Layer The Hardware Message Stack Where?: Destination decisions, i.e., which output port When?: When is data forwarded How?: synchronization of data transfer Largely responsible for deadlock and livelock properties Largely responsible for latency, bandwidth and energy properties Switching is tightly coupled with flow control & buffer management Relative timing is key to performance ECE 8813a (11) ECE 8813a (12) 3

4 Messaging Units Data/Message Packets Flits: flow control digits type head Dest Info Seq # misc tail Phits: physical flow control digits Link Level Flow Control Data is transmitted based on a hierarchical data structuring mechanism v Messages à packets à s à phits v While s and phits are fixed size, packets and data may be variable sized ECE 8813a (13) Sudhakar Yalamanchili, Georgia Institute of Technology (except as indicated) Flow Control A synchronization protocol for the lossless transmission of bits Determines how network resources are allocated v Buffers Determines how conflicts are resolved v How (e.g., priorities) and when resources are assigned For Synchronized Transfers Acknowledge Receipt Unit of synchronized communication v Smallest unit whose transfer is requested by the sender and acknowledged by the receiver v No restriction on the relative timing of control vs. data transfers v Is a form of backpressure ECE 8813a (15) ECE 8813a (16) 4

5 For Buffer Management Physical Channel Flow Control Buffer availability information Flow control occurs at two levels v Level of buffer management (s/packets) v Level of physical transfers (phits) v Relationship between s and phits is machine & technology specific What if there are no buffers? v Bufferless switching/flow control (later) Asynchronous Flow Control What is the limiting factor on link throughput? Synchronous Flow Control How is buffer availability indicated? ECE 8813a (17) ECE 8813a (18) Flow Control Mechanisms Credit-Based Flow Control Credit Based flow control On/off flow control Optimistic/Reliable Flow control Virtual Channel Flow Control Basic Network Structure and Functions v Credit-based flow control Sender sends packets whenever credit counter is not zero sender Credit counter 9 pipelined transfer receiver X Queue is not serviced ECE 8813a (19) ECE 8813a (20) 5

6 Credit-Based Flow Control Timeline* Basic Network Structure and Functions v Credit-based flow control Sender resumes injection sender Credit counter 9 pipelined transfer Receiver sends credits after they become available +5 receiver X Node 1 Node 2 credit process credit process credit Round trip credit time equivalently expressed in number of flow control buffer units - t rt Queue is not serviced credit ECE 8813a (21) *From W. J. Dally & B. Towles, Principles and Practices of Interconnection Networks, Morgan Kaufmann, 2004 ECE 8813a (22) Performance of Credit Based Schemes The control bandwidth can be reduced by submitting block credits Basic Network Structure and Functions v /Xoff flow control On/Off Flow Control Buffers must be sized to maximize link utilization v Large enough to host packets in transit Xoff sender Control bit a packet is injected if control bit is in Xoff receiver # buffers F trt b Lf link bandwidth pipelined transfer size *From W. J. Dally & B. Towles, Principles and Practices of Interconnection Networks, Morgan Kaufmann, 2004 ECE 8813a (23) ECE 8813a (24) 6

7 Basic Network Structure and Functions v /Xoff flow control On-Off Flow Control Basic Network Structure and Functions v /Xoff flow control On-Off Flow Control Xoff sender When in Xoff, sender cannot inject packets When Xoff threshold is reached, an Xoff notification is sent receiver Xoff sender When threshold is reached, an notification is sent receiver Control bit Xoff Control bit Xoff pipelined transfer X pipelined transfer X Queue is not serviced Queue is not serviced ECE 8813a (25) ECE 8813a (26) Node 1 Node 2 off process FC Timeline* Hit the high water mark (stop) Stop Go Performance of On-Off Schemes Buffer sizing and position of Stop and Go watermarks To operate at full speed buffer size must be at least 2F on Stop Go trt b F Lf Hit the low water mark (go) *From W. J. Dally & B. Towles, Principles and Practices of Interconnection Networks, Morgan Kaufmann, 2004 ECE 8813a (27) *From W. J. Dally & B. Towles, Principles and Practices of Interconnection Networks, Morgan Kaufmann, 2004 ECE 8813a (28) 7

8 Comparison of Flow Control Schemes Basic Network Structure and Functions v Comparison of /Xoff vs credit-based flow control Comparing Credit-Based & On/Off Flow Control Both schemes can fully utilize buffers Stop & Go Credit based Stop Go Stop signal Sender Last packet returned by stops reaches receiver receiver transmission buffer # credits returned to sender Sender Last packet uses reaches receiver last credit buffer Stop Go Packets in buffer get processed Stop Go Packets get Sender processed and transmits credits returned packets Go signal returned to sender Stop Go Sender resumes transmission First packet reaches buffer First packet Time reaches Flow control latency buffer observed by receiver buffer Time Restart latency is lower for credit-based schemes and therefore v Credit-based flow control has higher average buffer occupancy at high loads v Credit-based flow control leads to higher throughput at high loads v Smaller inter-packet gap ECE 8813a (29) ECE 8813a (30) Comparing Credit-Based & On/Off Flow Control (cont.) Control traffic is higher for credit schemes v Block credits can be used to tune link behavior Buffer sizes are independent of round trip latency for credit schemes (at the expense of performance) v Not true for On/Off without dropping packets Credit schemes have higher information content à useful for QoS schemes On-off schemes better suited for many to one relationships Sending Reject Queue Network Interface Optimistic Flow Control Net ACK/NACK Network Interface Optimistically send messages v Allocate for returned messages v Deallocate on reception of Ack v Retransmit on reception of Nack Buffer sizes are proportional to the number of packets rather than the number of senders Receiving ECE 8813a (31) ECE 8813a (32) 8

9 Reliable Flow Control Reliable Flow Control Sending Network Interface Net ACK/NACK Network Interface Receiving Sending Network Interface ACK Net Network Interface Receiving Transmit packets when available v De-allocate when reception is acknowledged v Re-transmit if packet is dropped (and negative ACK is received) Derived from traditional telecom networks v Employed over long and error prone links v Extended to operate over the network à end-to-end last tx d packet Retransmission interval last ack d packet last rcv d packet Packets are tagged with sequence numbers Need to recycle sequence numbers Receiver acknowledges (Ack) received packets v Detect out of sequence reception v Time-outs to detect lost packets ECE 8813a (33) ECE 8813a (34) Sending ACK Reliable Flow Control Net Data structures to hold transmitted packets and the order in which they were transmitted v Utilize the send buffers o Go-back-N strategy v Maintain a separate data structure o Maintain original order v Minimize redundant transmissions v Block acknowledgements to minimize flow control bandwidth used Receiving Buffering Used for long and error prone links # buffers trt b F Lf link bandwidth size Also known as Ack/Nack flow control ECE 8813a (35) ECE 8813a (36) 9

10 Optimism Optimistic/Reliable Flow Control v Inefficient/increased buffer usage o Messages held at source o Re-ordering may be required due to out of order reception Reliable v Must deal with out-of-order reception v Need sophisticated buffer management schemes for multi-source control Generally give way to credit-schemes or stopand-go schemes v Small buffers à credit-based v Large buffers à stop-and-go A A B B Virtual Channel Flow Control Channels and buffers are dynamically allocated network resources Physical channels are idle when messages block ECE 8813a (37) ECE 8813a (38) Virtual Channels Virtual Channel Flow Control Per VC state status credits vc state Output packet Output buffers DEMUX... MUX Link Control Unidirectional Physical Channel Link Control Input buffers DEMUX... MUX Each virtual channel is a unidirectional channel v Independently managed buffers multiplexed over the physical channel Each channel is independently flow controlled Improves performance through reduction of blocking delay Important in realizing deadlock freedom (later) type VC Virtual Channels As the number of virtual channels increase, the increased channel multiplexing has multiple effects (more later) v Overall performance v Router complexity and critical path Flits/phits must now record VC information v Or send VC information out of band ECE 8813a (39) ECE 8813a (40) 10

11 Intel Single Chip Cloud Computer (SCC) Intel SCC Message Format Memory Controller V 1 Memory Controller Flit Types: Null Credit Body/tail control Memory Controller V 2 Memory Controller n 24 dual core tiles n 8 voltage and 28 frequency islands n X-Y routed mesh: 144 bit physical channels ECE 8813a (41) J. Howard et. Al, A 48-Core IA-32 Processor in 45 nm CMOS Using On-Die Message-Passing and DVFS for Performance and Power Scaling. IEEE Journal of Solid-State Circuits, vol. 46, no. 1, January ECE 8813a (42) Flow Control: Global View Flow control parameters are tuned based on link length, link width and processing overhead at the end-points Effective FC and buffer management is necessary for high link utilizations à network throughput v In-band vs. out of band flow control Flow Control: Global View Latency: overlapping FC, buffer management and switching à impacts end-to-end latency In-band vs. out-of band flow control v Use link bandwidth vs. additional side-band signals Links maybe non-uniform, e.g., lengths/widths on chips v Buffer sizing for long links ECE 8813a (43) ECE 8813a (44) 11

12 Commercial Examples AMD HyperTransport credit based Intel QuickPath credit based Infiniband credit based Ethernet On/Off Myrinet Stop-and-Go PCI Express credit based IBM Blue Gene token flow control Cray T3E credit based Some Research Questions Reliable Flow Control v PVT effects for high speed links v Encoding schemes, e.g., for power efficiency Adaptive flow control v Buffer and congestion management v Quality of Service (QoS) End-to-End v Flow control for multicast v Multisource flow control (networks) Low power designs v Error rate vs. voltage scaling v Link and buffer widths and depths v On-off schemes ECE 8813a (45) ECE 8813a (46) Summary Flow control, buffer management and switching are closely related and generally co-designed v Closest to the physical layer and directly impact utilization and latency v Object of significant tuning How are these schemes impacted by and integrated with switch designs? ECE 8813a (47) 12