インターネットコンファレンス2010

1. High-resolution Timer-based
Packet Pacing Mechanism
on the Linux Operating System
Ryousei Takano, Tomohiro Kudoh,
Yuetsu Kodama, Fumihiro Okazaki
Information Technology Research Institute,
National Institute of Advanced Industrial
Science and Technology (AIST)
ŬƧƀƩƉƂƆŸƧƐũƤƧż2010ij2010b10†26€ij‹ NS

2. 2
±ÏŖŸŦ
• ƍŷƂƆƕƩźƧŶ
• ĆÖcƀŬƘŨ®ĹŋƍŷƂƆ
ƕƩźƧŶ”
• ÚVą
• ŝŒş

3. ɃƪƭƬƮƫ
• ƉƂƆƦƩŵŖNWð5ľêņŐĹťľĴ
_G)®2¨Ũ…N5ŇťŖŗCýŕ
• @ăŖ8BŗéŖ¿
ƫTCP incast@ă
• MPI All-to-allé
• MapReduce źƝƂƐƣé
3
:
:
×ÁƊƩƇ
1 żŬƂƁ
2
3
N
ƌƂƐũ
ĸŚŦ

4. ɃƪƮƬƮƫ
• _G)®2¨Ũ…N5ŇťŕŗƲ
– ƪèƤƩƆƫƱƪ)®:Ê_GƫćƬćƪ=‚éƊƩƇ{ƫ
• ņĽņĴéŖƌƩżƆlŖŋşĴ‚³ŕ)®:Ê_GŨâì
ƍŷƂƆƕƩźƧŶƪƌƩżƆlŖa£5ƫľjÓ
4
VüŖéƪƌƩżƆ‡ƫ
1 żŬƂƁ
2
3
ƌƂƐũ
ĸŚŦ
ƌƩżƆ
BW
BW / 3
żŬƂƁ
BW
ªm³ŔéƪƌƩżƆ¤ƫ
1
2
3
BW / 3

5. ªm³ŔƕƩźƧŶŖV©
• –¹ŔƍŷƂƆèôú*iľjÓ
• ƪƍŷƂƆŹŬŽƫƱƪƍŷƂƆôŴƝƂƒƫŖIư
èƤƩƆŗ¥ª_GŖ1/2
– ƫjÓŔƍŷƂƆèôúŖÂc
ijij1 GbpsƬMTU 1500BIJ24ƘŬŵƥ»
ijij10 GbpsƬMTU 9000BIJ14.4ƘŬŵƥ»
ijij
ćƍŷƂƆèôú ćƍŷƂƆôŴƝƂƒ
5

6. PSPacer
• é_GŨ2¨³ŕ)®ŇťŋşŖſƐƆŭŮŪ
• ŴŲƎƂƆŬƩŹƉƂƆŕļŁťÂXŔƕƩźƧŶŨ
ſƐƆŭŮŪŌŁőV©
– )®:Ê_GŕĸŧʼnŐƌƩżƆèŨa£5Ňť
łŒőĴTUņŋĆĹélÊŨV©
6
Buffer
Overflow
ƌƩżƆlŖĆĹƆơƐūƂŵŗƍŷƂƆƥ
żŨfĿáłņĴélÊŖŨrŀ
Switch/Router
PSPacerŗƍŷƂƆôúŨÜ|ņĴa£5
ńŦTUņŋƆơƐūƂŵŨ¬oŇť

7. ƍŷƂƆƕƩźƧŶŖVÐe
ƋƩƇŭŮŪVÐ ſƐƆŭŮŪVÐ
ƀŬƘĄ3
e
Öc
ƀŬƘ
ĆÖc
ƀŬƘ
ŴƝƂƒı
ƍŷƂƆe
• FPGAšNPŨ®ĹŋVÐ
• Chelsio T210
PSPacer
PSPacer/HT
7

8. 8
PSPacer:ƌŬƆŵƥƂŵ
• ƀŬƘĄ3e
– ŴŲƎƂƆÃŖƉƂƆƦƩŵőŗƘŬŵƥ»ÂcŖ*iŗCý
• OSŖƀŬƘôúư1Ƴ10ƙƢ»
– ĂÆŔƀŬƘ.çŞ%ªŕŢťŰƩƌƓƂƇŖK0
• ƌŬƆŵƥƂŵ
– ƀŬƘ.çŞŨŧňĴèƌŬƆŨŵƥƂŵŕ)®
• 1ƌŬƆŖèŕÓŇť‚ôŗUijƪ10 GbpsIJ0.8 ƈƊ»ƫ
– ƦŬƞƤƩƆőƍŷƂƆŨûôŔŀèőĿŦŘĴƍŷƂƆèôúŗ
–¹ŕ*i:Ê
7.2 us 7.2 us
ƌŬƆŵƥƂŵ
9000B (byte)
0 9K 18K 27K
èƀŬƙƧŶŗéóPĽţŖèƌŬƆő›U
9000B

9. 9
PSPacerưŴƝƂƒƍŷƂƆe
• PAUSEƐƤƩƚƪIEEE 802.3x ƐƥƩ*iƫŖ)®
– -®Ŕņ
• jňżŬƂƁƨƣƩƀŖ/ƗƩƆő¸Ž
– VƍŷƂƆŖŞľĴ ŖèôúŨsņŏŏ/
– ¦(ŔƋƩƇŭŮŪľÓ
èPC żŬƂƁ
VƍŷƂƆ
ŴƝƂƒƍŷƂƆ

10. ŴƝƂƒƍŷƂƆeŖ*÷
1. ƦŬƞƤƩƆőƍŷƂƆŨèőĿťlÊľjÓ
– CPUlÊãšĴPCIƌżƖƆƣƉƂŵŕŔťIĴ
–¹ŔƕƩźƧŶŗ:Ê
• ƫ10 GbEĴ32bit/33MHz PCI (ªÝƤƩƆ 133MB/s)őGbE
2. Ethernet
MőŖ®ľ:Ê
– ŴƝƂƒƍŷƂƆŖV©p—ƪPAUSEƐƤƩƚƫľŔĹ
3. °ƅƌŬżśŖ‰Yk
– ƫBondingĴtapƅƌŬż
– 8ª³ŕŗYk:ÊŌľĴ°ƅƌŬżŖƇơŬƌŕ
YŇť–ľjÓ
10

11. 11
±ÏŖŸŦ
• ƍŷƂƆƕƩźƧŶ
• ĆÖcƀŬƘŨ®ĹŋƍŷƂƆ
żŷŻƟƩƢƧŶ”
• ÚVą
• ŝŒş

12. LinuxŖƀŬƘźżƄƚ
ÖcƀŬƘƨŬƔƧƆ‡
ÖcƀŬƘƨŬƔƧƆ¤
ĆÖcƀŬƘŬƔƧƆ
Ticks (Jiffies)
• ÖcƀŬƘ
– 1/HZ»Ŗ?ˆőƋƧƇơŨVÍ
– ƀŬƘŬƔƧƆ
Mŕ‘ĵŔ%ªŨ=‚ŕVÍ
• ĆÖcƀŬƘ
– nŖ‚+ŕƋƧƇơŨ²ò:Ê
• ?ˆ³ŠņŀŗƦƧźƠƂƆ
– äðŔŬƔƧƆ%ª
1000 1001 1002 1003 1004
12

13. ƀŬƘĄ3eŖ$Ç
@ăưĆĂcŖ.çŞ%ªŕYŇťCPUßÌ
ij IJĆÖcƀŬƘe
– ÖcŗŹƑƘŬŵƥ»őäð
• Linux kernel 2.6.31
öŖÖcư1/16ƘŬŵƥ»
– OSŹƗƩƆŖ|
ŊŖ

14. ŖCPUßÌä ŖÀ
– ƉƂƆƦƩŵżƀƂŵŖƘƣƁŸŪYk
– NICŕŢťŰƐƥƩƇ”ŖZ
• ƫTCP Segmentation OffloadŔœ
13

15. 14
PSPacer/HTŖVÐ
• űƩƉƣƜŻƟƩƣƪQdiscƫ
ŒņŐVÐ
– űƩƉƣŖ$ŸƧƍŬƣľÓ
– ŪƒƢŷƩźƠƧ
– ƒƥƆŸƣżƀƂŵijijÿR
– ƇơŬƌ
• Linux’¢ƃƩƣĽţŖ)®
– Iproute2 (tc(8))
Socket
buffer
Protocol stack
Device Driver
enqueue
dequeue
PSPacer/HT
Byte clock
scheduler
Socket Layer
Interface
queues
Classifier
Netlink
socket I/F

16. 15
ƌŬƆŵƥƂŵƨżŷŻƟƩơ
ŵơżŵƥƂŵưųƟƩŖ!āƍŷƂƆŖ
ijijijijijijijijijijèU‚+ŨsŇť
ŶƥƩƌƣŵƥƂŵư©DŝőŖèƌŬƆ{
…[ŖŵơżŵƥƂŵľĴŶƥƩƌ
ƣŵƥƂŵŢŤŠ[ńŁŦŘĴŊŖ
ųƟƩŖ!āƍŷƂƆŨèņĴ
ŵƥƂŵŨ„~Ňť
VüŕŗĶèŪŬƇƣ‚ôķľjÓ
ĆÖcƀŬƘŨÙUņŐĴ•ŖƍŷƂƆè‚+ŝőg”

17. ;eŖ™å
š®l –¹ń CPUßÌ
ÖcƀŬƘ
ĆÖcƀŬƘ
(PSPacer/HT)
ŴƝƂƒƍŷƂƆ
(PSPacer)
16

18. 17
±ÏŖŸŦ
• ƍŷƂƆƕƩźƧŶ
• ĆÖcƀŬƘŨ®ĹŋƍŷƂƆ
ƕƩźƧŶ”
• ÚVą
• ŝŒş

19. Ú
• VąĀ´
– aF_G
• 100 Mbps+ŞőèƤƩƆŨL5ńʼnĴ´’ŒV¡Ŗ
^'Ũס
– burstiness
• ƖƆƣƉƂŵƣƩƀƨżŬƂƁŖƌƂƐũ®ðŕYŇťt’
• ƍŷƂƆųƝƒƁƝÄŒŨHŕźƙƟƤƩźƠƧŕŢŤ×Á
– CPUßÌ
• żƆƢƩƚ{ŒŖµõ
• ÚYÞ
– PSPacerĴPSPacer/HTĴHTB (Hierarchical Token Bucket)
18

20. HTB: Hierarchical Token Bucket
• Linux’¢ŖQdiscƜŻƟƩƣ
• CBQƪClass based queuingƫŖŢĺŔù]³Ŕ
_G*iľ:Ê
• ƍŷƂƆżŷŻƟƩƢƧŶŕĆÖcƀŬƘŨ)®
– Linux kernel 2.6.31
öŖÖcư1/16ƘŬŵƥ»
• gō‚ô×ÁœŖíĹ
– PSPacer/HT: ƍŷƂƆ˜ŕ´’ƤƩƆĽţ×Á
– HTB: l2t (length to time)ÏŕťÏfĿ
• ÏŖŬƧƅƂŵżŗ256ņĽŔĹŋşĴÂcŕ÷¯
19

21. Myri-10G Myri-10G
20
Vą«J
• ×Á”żƕƂŵćƪPC Aƫ
– CPU: Quad-core Xeon (E5430) x 2
– NIC: Myricom Myri-10G (PCIe x 8)
• MTU: 9000 byte
– Memory: 8GB DDR2-667
• OS: Ubuntu 9.10 server
sender receiver
– Linux kernel 2.6.31-10 + myri10ge driver 1.5.1
– sysctlƍơƛƩƀ:
• net.core.netdev_max_backlog 25000
• net.core.rmem_max 16777216
• net.core.wmem_max 16777216
• net.ipv4.tcp_rmem 4096 65536 16777216
• net.ipv4.tcp_wmem 4096 87380 16777216
• net.ipv4.tcp_no_metrics_save 1
GtrcNET-10

22. 21
GtrcNET
• NÕ“FPGAŨvæņŋƋƩƇŭŮŪƉƂƆƦƩŵƄżƆƔƂƇ
• ćƦŬƞƤƩƆőńŝŅŝŔ”ÊŨƒƥŶơƚ:Ê
• ćGtrcNET-1: GbE (GBIC) x 4ports + 16MBytes Memory/port
• GtrcNET-10: 10GbE (XENPAK) x 3ports + 1GBytes Memory /port
• VДÊ
• ć_G¡UƪƗƩƆ6ĴżƆƢƩƚ6ĴVLAN6ƫ
• ćëdŖ“w
• ćƍŷƂƆųƝƒƁƝ
• ćƄżƆƍŷƂƆ¬o
• ćèƤƩƆ*iƪƕƩźƧŶĴ
ijźŮƩƏƧŶĴƗƢźƧŶƫ
http://projects.itri.aist.go.jp/gnet/

23. aF_G*iŖ–¹ń
ćčċĐ
ćčċď
ćč
Ċčċď
ĊčċĐ
IperfŨ5»ôVÍņŋŒĿŖè_GŨGtrcNET-10ő¡U
ĜĝĜĠĢĤīČĞĖ
ĜĝĜĠĢĤī
ĘĞĖć
ćč ćď ćĐ ćđ ćē ćĎč
ěġĬĤīĮĤģćĖĠĩģįħģĭĦćĊćĞĠīĥĤĭćĖĠĩģįħģĭĦ
ćĈėġĪĬĉ
ĞĠīĥĤĭćĖĠĩģįħģĭĦćĈėġĪĬĉ
^'Ŗ…N
ƪůơƩ¨ƫư
+473 Mbps (+9.5%)
+36 Kbps (0.0%)
-287 Mbps (-5.7%)
HTB: èƤƩƆÔ¼ŠŤŖOz
PSPacer: ƦŬƞƤƩƆŐĹŔĹ
22
PSPacer/HT: ƦŬƞƤƩƆŔĹ
źżƄƚőŠ–¹ŔƕƩźƧŶŨV©

24. Burstiness
• ƖƆƣƉƂŵƣƩƀƨżŬƂƁŖƌƂƐũ®ðŕ
YŇťt’
burstiness
– NĿĹŜœƌƂƐũĸŚŦŖ
7øľĆŝť
• 5 Gbpsè‚Ŗ70ƍŷƂƆŨųƝƒƁƝņĴ
źƙƟƤƩźƠƧŢŤburstinessŖ…NŨ×Á
max. burstiness
PSPacer 7
PSPacer/HT 9
HTB 8
ÖcƀŬƘƪ1ƙƢ»ƫ 39
23
ĆÂcƀŬƘŕŢťƌƩżƆl, 2ŒŗNĿĹ
nưTSO‡2
ijijijijªm³ŕŗƯ

25. ĆÖcƀŬƘƋƧƇơ%ªŖëd
űƩƉƣƀŬƘ.çŞÙUŨL„ņŐĴƀŬƘŬƔƧƆŖëdŨ¡U
10ƙƢ» 1ƙƢ»
burstiness = 53 burstiness = 9
(1) űƩƉƣƀŬƘ.çŞư10ƙƢ» ƪ2ƫćűƩƉƣƀŬƘ.çŞư1ƙƢ»
ĆÖcƀŬƘƋƧƇơő%ªőĿŔĽŎŋŬƔƧƆŗĴ
ÖcƀŬƘƋƧƇơŖá3ŝőëdńŦť
24

26. CPUßÌƪ1żƆƢƩƚƫ
×´’
_G
PSPacer PSPacer/HT HTB
1
×_G/
50 Mbps 1
×_G/
50 Mbps 1
×_G/
50 Mbps
1 Gbps 0.66 0.71 0.84
2 Gbps 1.80 1.60 1.83
4 Gbps 3.74 3.66 3.92
8 Gbps 7.67 8.35 8.88
é_GľNĿŀŔťŜœĴĆÖcƀŬƘ%ªŖßÌŗ
25

27. CPUßÌƪÒ{żƆƢƩƚƫ
×´’
_G
PSPacer PSPacer/HT HTB
1
×_G/
50 Mbps 1
×_G/
50 Mbps 1
×_G/
50 Mbps
1 Gbps 0.66 1.04 0.71 0.91 0.84 0.82
2 Gbps 1.80 2.16 1.60 2.44 1.83 1.88
4 Gbps 3.74 4.78 3.66 8.19 3.92 4.49
8 Gbps 7.67 11.19 8.35 17.04 8.88 25.55
żƆƢƩƚ{ľKĻťŜœĴĆÖcƀŬƘ%ªŖßÌŗ
26

28. VąÄŒŝŒş
š®l –¹ń CPUßÌ
ÖcƀŬƘ
ĆÖcƀŬƘ
ŴƝƂƒƍŷƂƆ
CPUßÌŗxËŖEľĸť
27

29. 28
±ÏŖŸŦ
• ƍŷƂƆƕƩźƧŶ
• ĆÖcƀŬƘŨ®ĹŋƍŷƂƆ
ƕƩźƧŶ”
• ÚVą
• ŝŒş

30. ŝŒş
• ĆÂcƀŬƘŨ®ĹŋƍŷƂƆƕƩźƧŶ”Ũ
uņĴÚ
– ŴƝƂƒƍŷƂƆeŖ*÷ŨAî
– 10GbE«JőŠÂXŔƕƩźƧŶľ:Ê
– Ò{żƆƢƩƚĴ9ř´’_GľĆĹIĴCPUßÌľ
ššĆĹĸŤ
• hŖÛă
– Ò{żƆƢƩƚé‚ŕļŁťCPUßÌŖ,
– HTBŕļŁťèƤƩƆÔ¼ŠŤœŖxË
29

31. 30
ŃþÈĸŤľŒĺŃŅĹŝņŋ
PSPacer/HTŗGNU GPLơŬžƧżŕŐ#ó
http://www.gridmpi.org/pspacer.jsp
ŔļĴŠ·½Ŗïŗ}ïºS¶ºS·½àÑ1ñƪ20800083ƫĴ
ļŢř§¾Íyœ
~ůƉƣŴƩƨ­qÎÅ󱔐
ƪNEDOƫŖQ؏4ĶŶƢƩƧƉƂƆƦƩŵƨźżƄƚqη½ó±
ƒƥŻŮŵƆƪŶƢƩƧITƒƥŻŮŵƆƫķŖoŒŨž®ņŐĹť