Dynamic Networks CS 213, LECTURE 15 L.N. Bhuyan What is Dynamic Network • Dynamic Network is the network that can connect any input to any output by enabling or disabling some switches in the network • Examples: - Shared Bus: The bus arbiter connects a processor to a memory - Crossbar: Consists of a lot of switching elements, which can be enabled to connect many inputs to many outputs simultaneously - Multistage Network: Consists of several stages of switches that are enabled to get connections - The nodes in static networks (like Mesh) also consist of dynamic crossbars 3/14/2016 CS258 S99 2 Crossbar Switch Design Input Ports Receiver Input Buffer Output Buffer Transmiter Output Ports Cross-bar Control Routing, Scheduling • Complexity O(N**2) for an NXN Crossbar 3/14/2016 CS258 S99 3 How do you build a crossbar Io Io I1 I2 I3 O0 I1 Oi O2 I2 O3 From Control I3 N**2 switches => Cost O(N**2) Time taken by the arbiter = O(N**2) Multiplexors are controlled from the arbiter/controller/scheduler 3/14/2016 CS258 S99 4 Crossbar Contd. • An NXN Crossbar allows all N inputs to be connected simultaneously to all N outputs • It allows all one-to-one mappings, called permutations. No. of permutations = N! • When two or more inputs request the same output, it is called CONFLICT. Only one of them is connected and others are either dropped or buffered • When processors access memories through crossbar, this situation is called memory access conflicts • Given p as the probability of request by a processor per cycle and assuming that each of N processors’ request is uniformly directed to all N memories, the average number of connections allowed per cycle, called Bandwidth (BW) is BW = N{1- (1-p/N)**N} – Derive this!!! 3/14/2016 CS258 S99 5 Input buffered swtich Input Ports Output Ports R0 R1 R2 Cross-bar R3 Scheduling • • • • Independent routing logic per input Scheduler logic arbitrates each output - priority, FIFO, random Head-of-line blocking problem – The head packet in a buffer cannot depart because the output is busy with another packet. The second packet may be destined to an output that is free, but cannot depart due to blocking by the first packet => One solution is to create multiple input queues, one per output, called Virtual Output Queuing – adopted in most routers. Scheduler Design – How to ensure maximum simultaneous connections is a challenging research area. 3/14/2016 CS258 S99 6 Problems with Input-Buffered Switch • FIFO Input buffers give rise to Head of the Line (HOL) problem • Current routers employ a separate input queue for each output, called virtual output queue (VOQ) • Then how to schedule the packets from different VOQ’s for transmission? 3/14/2016 CS258 S99 7 VOQ-based Input Buffered Switch 3/14/2016 CS258 S99 8 Scheduling in Input Buffered Switch R0 Input Buffers O0 R1 R2 Cross-bar Output Ports O1 O2 R3 • n independent arbitration problems? – static priority, random, round-robin • simplifications due to routing algorithm? • general case is max bipartite matching – Iterative algorithms – iSLIP in Cisco 3/14/2016 CS258 S99 9 Output Buffered Switch Input Ports Output Ports R0 Output Ports R1 Output Ports R2 Output Ports R3 Control • How would you build a shared pool? 3/14/2016 CS258 S99 10 Output scheduling R0 Input Buffers O0 R1 R2 Cross-bar Output Ports O1 O2 R3 • n independent arbitration problems? – static priority, random, round-robin • simplifications due to routing algorithm? • general case is max bipartite matching 3/14/2016 CS258 S99 11 Multistage Interconnection Network (MIN) • • • • • Crossbar switch is not scalable. How about a network consisting of multiple stages of small crossbar switches? Has the following properties. NxN network for N=2n Consists of log2N stages of 2x2 switches Has N/2 2x2 switches per stage Cost O(N log n) instead of O(N2) for Crossbar For N= an, a MIN can be similarly designed with axa switches 3/14/2016 CS258 S99 12 Multistage interconnection networks 0 000 1 1 2 001 010 1 3 011 4 100 5 101 6 7 0 110 111 Complexity: Omega Network Complexity O(Nlog2N) Self Routing: The source node generates a tag, which is binary equivalent Of the destination. At each switch, the corresponding tag bit is checked. If the bit is 0, the input is connected to the upper output. If it is 1, the Input is connected to the lower output. If both inputs have either 0 or 1, It is a switch conflict. One of them is connected. The other one is rejected or buffered at the switch (if it has buffer => buffered crossbar) 3/14/2016 CS258 S99 13 What is Shuffle? 000 000 000 000 =0 001 001 001 001 =1 010 010 010 010 =2 011 011 011 011 =3 100 100 100 100 =4 101 101 101 101 =5 110 110 110 110 =6 111 111 111 111 =7 (a) Perfect shuffle (b) Inverse perfect shuffle shuffle interconnection S(an-1 an-2 … a1 a0) = (an-2 an-3 … a0 an-1 ) 3/14/2016 CS258 S99 14 Omega Network • Every stage of switches is preceded by a perfect shuffle interconnection S(an-1 an-2 … a1 a0) = (an-2 an-3 … a0 an-1 ) • An input can be connected to a straight or exchange output in a 2x2 switch. E(an-1 an-2 … a1 a0) = (an-1 an-2 … a1 ā0) • To route a message/packet in an Omega network, the destination tag which is binary equivalent of the destination is used, (dn-1 dn-2 … d1 d0). The ith bit di is used to control the routing at the ith stage counted from the right with 0 <= i <= n-1. If di = 0, the input is connected to the upper output. If di = 1, it is connected to the lower output. 3/14/2016 CS258 S99 15 Self Routing • A processor generates a tag that is binary equivalent of the destination • MSB controls the leftmost stage and the lsb controls the rightmost stage of the Omega network. A small controller inside the 2 x 2 switch senses this bit and enables the connection • If bit ci = 0, the request is to the upper output; if it is 1, the request is to the lower output. • Based on digit if switch size is greater than 2 • Network conflict - Select Round Robin • Less Bandwidth than crossbar, but more cost effective • What about QoS? Future research 3/14/2016 CS258 S99 16 Theorem: The Omega network is self routing Let source be (sn-1sn-2 … s2 … s1s0) and destination be (dn-1dn-2 … d2 … d1d0). Before Stage 1, the source is switched to the position (sn-2sn-3 … s1 … s0sn-1) due to perfect shuffle connection. After Stage 1 it is switched to (sn-2sn-3 … s1 … s0dn-1) as per the (n-1)th of the destination. Before 2nd stage of the switches, the source is connected to (sn-3 … s0dn-1sn-2) as after 2nd stage it becomes (sn-3 … s0dn-1dn-2) If we continue like this for n stages, the source matches (dn-1dn-2 … di … d1d0) which is the destination. 3/14/2016 CS258 S99 17 Switch Size axa Let N = a**n • The MIN will consist of n stages of axa crossbar switches with N/a switches per stage. • The routing will be based on digit (a-1) <= I => 0 based on radix a • Interconnection based on a-shuffle Home Work: Prove self routing based on radix a. Draw a 16x16 MIN based on 4x4 switches and explain its operation Derive the BW of an Omega network with N=a**n with same input parameters as Crossbar (Slide 5) 3/14/2016 CS258 S99 18 Example: SP 16-node Rack Multi-rack Configuration Inter-Rack External Switch Ports E0E1E2E3 E15 Switch Board P0P1P2P3 Intra-Rack Host Ports P15 • 8-port switch, 40 MB/s per link, 8-bit phit, 16-bit flit, single 40 MHz clock • packet sw, cut-through, no virtual channel, source-based routing • variable packet <= 255 bytes, 31 byte fifo per input, 7 bytes per output, 16 phit links 3/14/2016 CS258 S99 19 Route control 64 In Arb Out Arb RAM 64x128 Deserializer ° ° ° Input Port Flow Control FIFO 8 8 CRC Route check control 64 Serializer CRC check Ouput Port Central Queue ° ° 64 ° 8 8 8x 8 Crossbar 8 XBar Arb 8 Flow Control FIFO ° ° ° Ouput Port Serializer Input Port Flow Control FIFO 8 8 Deserializer Example: IBM SP vulcan switch CRC Gen Flow Control FIFO XBar Arb 8 CRC Gen 8 • Many gigabit ethernet switches use similar design without the cut-through 3/14/2016 CS258 S99 20 SGI SPIDER Chip 3/14/2016 CS258 S99 21 SPIDER OPERATION • The physical transmission layer for each port is based on a pair of Source Synchronous Drivers and Receivers (SSD and SSR), which transmit and receive 20 data bits and a data framing signal at 400 MBaud. • The data link level guarantees reliable transmission using a CCITT-CRC code with a go-back-n sliding window protocol [1] retry mechanism, and is referred to as the Link Level Protocol (LLP). • The message layer defines 4 virtual channels and a credit based flow control scheme to support arbitrary message lengths, as well as a header format to specify message destination, priority, and congestion control options. • The receive buffers of a port maintain a separate linked list of messages for each of the 5 possible output ports for each virtual channel to avoid the ‘block at head of queue’ bottleneck. 3/14/2016 CS258 S99 22 SPIDER Crossbar Arbitration • To maximize bandwidth through the crossbar without using unreasonable buffering, each virtual channel buffer is organized as a set of linked lists. There is one linked list for each possible output port for each virtual channel. This solution avoids the block at head of queue problem. To maximize crossbar efficiency, each virtual channel from each port can request arbitration for every possible destination. Each arbitration cycle, the arbiter chooses up to 6 winners from as many as 120 arbitration candidates to maximize crossbar utilization. • Messages accumulate a network age as they are routed, increasing their priority to avoid starvation and promote network fairness. In order to avoid starvation and encourage network fairness, the arbiter is rotated each arbitration cycle to favor the highest priority requestor. Priority is based on the age field of a message header. 3/14/2016 CS258 S99 23 Arbitration Contd. • • After data is received by the SSR and synchronized, it enters the chip core and begins several operations in parallel. Table lookup and crossbar arbitration is normally serialized, as the exit port must be known before arbitration begins. To parallelize these operations, table lookup is pipelined across SPIDER chips. While arbitration progresses. the table lookup is performed for the next SPIDER chip, which depends on the destination ID and the direction field. This does increase table size, as a full table is required for each neighboring SPIDER chip, but it reduces latency by a full clock. Pipelined tables also add flexibility to possible routes, as different exit ports can be given depending on where a messages came from as well as where it is going. 3/14/2016 CS258 S99 24 Summary • Routing Algorithms restrict the set of routes within the topology – simple mechanism selects turn at each hop – arithmetic, selection, lookup • Deadlock-free if channel dependence graph is acyclic – limit turns to eliminate dependences – add separate channel resources to break dependences – combination of topology, algorithm, and switch design • Deterministic vs. adaptive routing • Switch design issues – input/output/pooled buffering, routing logic, selection logic • Flow control • Real networks are a ‘package’ of design choices 25 3/14/2016 CS258 S99