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ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

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Page 1: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

ECE 1749H: Interconnection Networks for

Parallel Computer Architectures:

Flow Control

Prof. Natalie Enright Jerger

Page 2: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Announcements

• Project Progress Reports– Due March 9, submit by e-mail– Worth 15% of project grade– 1 page• Discuss current status of project• Any difficulties/problems encountered• Anticipated changes from original project proposal

Winter 2011 ECE 1749H: Interconnection Networks (Enright Jerger) 2

Page 3: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Announcements (2)

• 2 presentations next week– Elastic-Buffer Flow Control for On-Chip Networks • Presenter: Islam

– Express Virtual Channels: Toward the ideal interconnection fabric• Presenter: Yu

• 1 Critique due

Winter 2011 ECE 1749H: Interconnection Networks (Enright Jerger) 3

Page 4: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Switching/Flow Control Overview

• Topology: determines connectivity of network

• Routing: determines paths through network

• Flow Control: determine allocation of resources to messages as they traverse network– Buffers and links– Significant impact on throughput and latency of

network

Winter 2011 4ECE 1749H: Interconnection Networks (Enright Jerger)

Page 5: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Flow Control

• Control state records – allocation of channels and buffers to packets– current state of packet traversing node

• Channel bandwidth advances flits from this node to next• Buffers hold flits waiting for channel bandwidthWinter 2011 ECE 1749H: Interconnection Networks (Enright Jerger) 5

Control State

Channel Bandwidth

Page 6: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Packets• Messages: composed of one or more packets– If message size is <= maximum packet size only one

packet created

• Packets: composed of one or more flits

• Flit: flow control digit

• Phit: physical digit– Subdivides flit into chunks = to link width

Winter 2011 6ECE 1749H: Interconnection Networks (Enright Jerger)

Page 7: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Packets (2)

• Off-chip: channel width limited by pins– Requires phits

• On-chip: abundant wiring means phit size == flit size

Route Seq#

Type VCID

Packet

Flit

Head, Body, Tail, Head & Tail

Phit

Header Payload

Head Flit Body Flit Tail Flit

Message

Winter 2011 7ECE 1749H: Interconnection Networks (Enright Jerger)

Page 8: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Packets(3)

• Packet contains destination/route information– Flits may not all flits of a packet must take same route

RCCache lineCache line Type VCID Addr

Head FlitHead Flit

Bytes 0-15 Bytes 16-31 Bytes 32-47 Bytes 48-63

Body FlitsBody Flits Tail FlitTail Flit

RCCoherence CommandCoherence Command

Type VCID Addr

Head & Tail FlitHead & Tail Flit

Cmd

Winter 2011 8ECE 1749H: Interconnection Networks (Enright Jerger)

Page 9: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Switching

• Different flow control techniques based on granularity

– Message-based: allocation made at message granularity (circuit-switching)

– Packet-based: allocation made to whole packets

– Flit-based: allocation made on a flit-by-flit basis

Winter 2011 9ECE 1749H: Interconnection Networks (Enright Jerger)

Page 10: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Message-Based Flow Control

• Coarsest granularity

• Circuit-switching– Pre-allocates resources across multiple hops • Source to destination• Resources = links• Buffers are not necessary

– Probe sent into network to reserve resources

Winter 2011 10ECE 1749H: Interconnection Networks (Enright Jerger)

Page 11: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Circuit Switching

• Once probe sets up circuit– Message does not need to perform any routing or

allocation at each network hop– Good for transferring large amounts of data

• Can amortize circuit setup cost by sending data with very low per-hop overheads

• No other message can use those resources until transfer is complete– Throughput can suffer due setup and hold time for circuits– Links are idle until setup is complete

Winter 2011 11ECE 1749H: Interconnection Networks (Enright Jerger)

Page 12: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Circuit Switching Example

• Significant latency overhead prior to data transfer– Data transfer does not pay per-hop overhead for

routing and allocation

Acknowledgement

Configuration Probe

Data

Circuit

0

5

Winter 2011 12ECE 1749H: Interconnection Networks (Enright Jerger)

Page 13: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Circuit Switching Example (2)

• When there is contention– Significant wait time– Message from 1 2 must wait

Acknowledgement

Configuration Probe

Data

Circuit

0

5

1 2

Winter 2011 13ECE 1749H: Interconnection Networks (Enright Jerger)

Page 14: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

S08

Loca

tion

Time

0

1

2

5

8

S08

S08

S08

S08 A08

A08

A08

A08

A08 D08 D08 D08 D08

D08 D08 D08 D08

D08 D08 D08 D08

D08 D08 D08 D08

D08 D08 D08 D08

T08

T08

T08

T08

T08

S28 S28

0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20

S28

Time to setup+ack circuit from 0 to 8

Time setup from 2 to 8 is blocked

Time-Space Diagram: Circuit-Switching

0 1 2

3 4 5

6 7 8Winter 2011 14ECE 1749H: Interconnection Networks (Enright Jerger)

Page 15: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Packet-based Flow Control

• Break messages into packets

• Interleave packets on links– Better utilization

• Requires per-node buffering to store in-flight packets

• Two types of packet-based techniques

Winter 2011 15ECE 1749H: Interconnection Networks (Enright Jerger)

Page 16: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Store and Forward• Links and buffers are allocated to entire packet

• Head flit waits at router until entire packet is received before being forwarded to the next hop

• Not suitable for on-chip– Requires buffering at each router to hold entire packet

• Packet cannot traverse link until buffering allocated to entire packet

– Incurs high latencies (pays serialization latency at each hop)

Winter 2011 16ECE 1749H: Interconnection Networks (Enright Jerger)

Page 17: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Store and Forward Example

• High per-hop latency– Serialization delay paid at each hop

• Larger buffering required

0

5

Total delay = 4 cycles per hop x 3 hops = 12 cycles

Total delay = 4 cycles per hop x 3 hops = 12 cycles

Winter 2011 17ECE 1749H: Interconnection Networks (Enright Jerger)

Page 18: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

H

Loca

tion

Time

0

1

2

5

8

0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20

B B B T

21 22 23 24

H B B B T

H B B B T

H B B B T

H B B B T

Time-Space Diagram: Store and Forward

Winter 2011 18ECE 1749H: Interconnection Networks (Enright Jerger)

Page 19: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Packet-based: Virtual Cut Through• Links and Buffers allocated to entire packets

• Flits can proceed to next hop before tail flit has been received by current router– But only if next router has enough buffer space for entire

packet

• Reduces the latency significantly compared to SAF

• But still requires large buffers– Unsuitable for on-chip

Winter 2011 19ECE 1749H: Interconnection Networks (Enright Jerger)

Page 20: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Virtual Cut Through Example

• Lower per-hop latency• Large buffering required

0

5

Total delay = 1 cycle per hop x 3 hops +

serialization = 6 cycles

Total delay = 1 cycle per hop x 3 hops +

serialization = 6 cycles

Allocate 4 flit-sized buffers before head

proceeds

Allocate 4 flit-sized buffers before head

proceeds

Allocate 4 flit-sized buffers before head

proceeds

Allocate 4 flit-sized buffers before head

proceeds

Winter 2011 20ECE 1749H: Interconnection Networks (Enright Jerger)

Page 21: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

HLo

catio

n

Time

0

1

2

5

8

0 1 2 3 4 5 6 7 8

B B B T

H B B B T

H B B B T

H B B B T

H B B B T

Time-Space Diagram: VCT

Winter 2011 21ECE 1749H: Interconnection Networks (Enright Jerger)

Page 22: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Virtual Cut Through

• Throughput suffers from inefficient buffer allocation

Cannot proceed because only 2 flit buffers

available

Cannot proceed because only 2 flit buffers

available

Winter 2011 22ECE 1749H: Interconnection Networks (Enright Jerger)

Page 23: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

H

Loca

tion

Time

0

1

2

5

8

0 1 2 3 4 5 6 7 8 9 10 11

B B B T

H B B B T

H B B B T

H B B B T

H B B B T

Insufficient Buffers

Time-Space Diagram: VCT (2)

Winter 2011 23ECE 1749H: Interconnection Networks (Enright Jerger)

Page 24: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Flit-Level Flow Control

• Help routers meet tight area/power constraints

• Flit can proceed to next router when there is buffer space available for that flit– Improves over SAF and VCT by allocating buffers

on a flit-by-flit basis

Winter 2011 24ECE 1749H: Interconnection Networks (Enright Jerger)

Page 25: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Wormhole Flow Control

• Pros– More efficient buffer utilization (good for on-chip)– Low latency

• Cons– Poor link utilization: if head flit becomes blocked,

all links spanning length of packet are idle• Cannot be re-allocated to different packet• Suffers from head of line (HOL) blocking

Winter 2011 25ECE 1749H: Interconnection Networks (Enright Jerger)

Page 26: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Wormhole Example

• 6 flit buffers/input port

Blocked by other packets

Blocked by other packets

Channel idle but red packet blocked

behind blue

Channel idle but red packet blocked

behind blue

Buffer full: blue cannot proceedBuffer full: blue cannot proceed

Red holds this channel: channel remains idle until

read proceeds

Red holds this channel: channel remains idle until

read proceeds

Winter 2011 26ECE 1749H: Interconnection Networks (Enright Jerger)

Page 27: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

H

Loca

tion

Time

0

1

2

5

8

0 1 2 3 4 5 6 7 8 9 10 11

B B B T

H B B B T

H B

H B

H B B B T

Contention B B T

B B T

Time-Space Diagram: Wormhole

Winter 2011 27ECE 1749H: Interconnection Networks (Enright Jerger)

Page 28: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Virtual Channels

• First proposed for deadlock avoidance– We’ll come back to this

• Can be applied to any flow control– First proposed with wormhole

Winter 2011 28ECE 1749H: Interconnection Networks (Enright Jerger)

Page 29: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Virtual Channel Flow Control

• Virtual channels used to combat HOL blocking in wormhole

• Virtual channels: multiple flit queues per input port– Share same physical link (channel)

• Link utilization improved– Flits on different VC can pass blocked packet

Winter 2011 29ECE 1749H: Interconnection Networks (Enright Jerger)

Page 30: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Virtual Channel Flow Control (2)

Winter 2011 ECE 1749H: Interconnection Networks (Enright Jerger) 30

A (in)

B (in) A (out)

B (out)

Page 31: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Virtual Channel Flow Control (3)

Winter 2011 ECE 1749H: Interconnection Networks (Enright Jerger) 31

AH A1 A2 A3 A4 A5In1

BH B1 B2 B3 B4 B5In2

AH BH A1 B1 A2Out B2 A3 B3 A4 B4 A5 B5 AT BT

1 1 2 2 3 3

1 2 2 3 3 3 3

AT

3 3

BT

3 3

3 2 2 1 1

3 2 2 1 1

A Downstream

B Downstream

AH A1 A2 A3 A4 A5 AT

BH B1 B2 B3 B4 B5 BT

Page 32: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Virtual Channel Flow Control (3)

• Packets compete for VC on flit by flit basis

• In example: on downstream links, flits of each packet are available every other cycle

• Upstream links throttle because of limited buffers

• Does not mean links are idle– May be used by packet allocated to other VCs

Winter 2011 ECE 1749H: Interconnection Networks (Enright Jerger) 32

Page 33: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Virtual Channel Example

• 6 flit buffers/input port• 3 flit buffers/VC

Blocked by other packets

Blocked by other packets

Buffer full: blue cannot proceedBuffer full: blue cannot proceed

Winter 2011 33ECE 1749H: Interconnection Networks (Enright Jerger)

Page 34: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Summary of techniques

Links Buffers Comments

Circuit-Switching

Messages N/A (buffer-less) Setup & Ack

Store and Forward

Packet Packet Head flit waits for tail

Virtual Cut Through

Packet Packet Head can proceed

Wormhole Packet Flit HOL

Virtual Channel

Flit Flit Interleave flits of different packets

Winter 2011 34ECE 1749H: Interconnection Networks (Enright Jerger)

Page 35: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Deadlock• Using flow control to guarantee deadlock freedom give

more flexible routing– Recall: routing restrictions needed for deadlock freedom

• If routing algorithm is not deadlock free– VCs can break resource cycle

• Each VC is time-multiplexed onto physical link– Holding VC implies holding associated buffer queue– Not tying up physical link resource

• Enforce order on VCsWinter 2011 35ECE 1749H: Interconnection Networks (Enright Jerger)

Page 36: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Deadlock: Enforce Order

• All message sent through VC 0 until cross dateline• After dateline, assigned to VC 1– Cannot be allocated to VC 0 again

A0

A1

B0B1

C0C0

C1

D0

D1

Dateline

Winter 2011 36ECE 1749H: Interconnection Networks (Enright Jerger)

BB

CC

DD

AA

AA BB

DD CC

Page 37: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Deadlock: Escape VCs• Enforcing order lowers VC utilization– Previous example: VC 1 underutilized

• Escape Virtual Channels– Have 1 VC that is deadlock free– Example: VC 0 uses DOR, other VCs use arbitrary routing

function– Access to VCs arbitrated fairly: packet always has chance

of landing on escape VC

• Assign different message classes to different VCs to prevent protocol level deadlock– Prevent req-ack message cycles

Winter 2011 37ECE 1749H: Interconnection Networks (Enright Jerger)

Page 38: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Buffer Backpressure• Need mechanism to prevent buffer overflow– Avoid dropping packets– Upstream nodes need to know buffer availability at

downstream routers

• Significant impact on throughput achieved by flow control

• Two common mechanisms– Credits– On-off

Winter 2011 38ECE 1749H: Interconnection Networks (Enright Jerger)

Page 39: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Credit-Based Flow Control• Upstream router stores credit counts for each

downstream VC

• Upstream router– When flit forwarded

• Decrement credit count– Count == 0, buffer full, stop sending

• Downstream router– When flit forwarded and buffer freed

• Send credit to upstream router• Upstream increments credit count

Winter 2011 39ECE 1749H: Interconnection Networks (Enright Jerger)

Page 40: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Credit Timeline

• Round-trip credit delay: – Time between when buffer empties and when next flit can

be processed from that buffer entry– If only single entry buffer, would result in significant

throughput degradation– Important to size buffers to tolerate credit turn-around

Node 1 Node 2

Flit departs router

t1Credit

Processt2

t3

Credit Flit

Processt4

t5

Credit round trip delay

Winter 2011 40ECE 1749H: Interconnection Networks (Enright Jerger)

Page 41: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

On-Off Flow Control

• Credit: requires upstream signaling for every flit

• On-off: decreases upstream signaling

• Off signal– Sent when number of free buffers falls below threshold Foff

• On signal– Sent when number of free buffers rises above threshold Fon

Winter 2011 41ECE 1749H: Interconnection Networks (Enright Jerger)

Page 42: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Process

On-Off Timeline

• Less signaling but more buffering– On-chip buffers more expensive than wires

Node 1 Node 2t1

FlitFlitFlitFlit

t2

Foff threshold reached

Foff threshold reached

Off

FlitFlitFlitFlitFlit

On

Process

Flit

FlitFlitFlitFlitFlit

t3t4

t5

t6t7

t8

Foff set to prevent flits arriving

before t4 from overflowing

Foff set to prevent flits arriving

before t4 from overflowing

Fon threshold reached

Fon threshold reached

Fon set so that Node 2 does

not run out of flits between t5

and t8

Fon set so that Node 2 does

not run out of flits between t5

and t8

42

Page 43: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Buffer Utilization

VA/SA

1CycleCredit count 2

Head Flit

SABody Flit 1

12

ST LT

Body Flit 2

Credit (head)

BW VA/SA

ST

C C-LT

C-Up

0 0 0 0 0 1

ST LT BW SA ST

SA ST LT

C C-LT

C-Up

2

Credit (body 1)

SA ST LT

3 4 5 6 7 8 91 0

10 110

12

Tail Flit

Winter 2011 43ECE 1749H: Interconnection Networks (Enright Jerger)

Page 44: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Buffer Sizing

• Prevent backpressure from limiting throughput– Buffers must hold flits >= turnaround time

• Assume: – 1 cycle propagation delay for data and credits– 1 cycle credit processing delay– 3 cycle router pipeline

• At least 6 flit buffers

Winter 2011 44ECE 1749H: Interconnection Networks (Enright Jerger)

Page 45: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Actual Buffer Usage & Turnaround Delay

Flit arrives at node 1 and uses buffer

Flit leaves node 1 and credit is sent

to node 0

Node 0 receives credit

Node 0 processes credit, freed buffer reallocated to new flit

New flit leaves Node 0 for Node 1

New flit arrives at Node 1 and reuses buffer

Actual buffer usage

Credit propagation

delay

Credit pipeline

delay flit pipeline delay

flit propagation

delay

Winter 2011 45ECE 1749H: Interconnection Networks (Enright Jerger)

1 1 3 1

Page 46: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Flow Control and MPSoCs

• Wormhole flow control

• Real time performance requirements– Quality of Service– Guaranteed bandwidth allocated to each node• Time division multiplexing

• Irregularity– Different buffer sizes

Winter 2011 47ECE 1749H: Interconnection Networks (Enright Jerger)

Page 47: ECE 1749H: Interconnection Networks for Parallel Computer Architectures: Flow Control Prof. Natalie Enright Jerger

Flow Control Summary

• On-chip networks require techniques with lower buffering requirements– Wormhole or Virtual Channel flow control

• Avoid dropping packets in on-chip environment– Requires buffer backpressure mechanism

• Complexity of flow control impacts router microarchitecture (in 2 weeks)

Winter 2011 48ECE 1749H: Interconnection Networks (Enright Jerger)