Your SlideShare is downloading. ×
クラウドの垣根を超えた高性能計算に向けて~AIST Super Green Cloudでの試み~
Upcoming SlideShare
Loading in...5

Thanks for flagging this SlideShare!

Oops! An error has occurred.

Saving this for later? Get the SlideShare app to save on your phone or tablet. Read anywhere, anytime – even offline.
Text the download link to your phone
Standard text messaging rates apply

クラウドの垣根を超えた高性能計算に向けて~AIST Super Green Cloudでの試み~


Published on



Published in: Technology
  • Be the first to comment

No Downloads
Total Views
On Slideshare
From Embeds
Number of Embeds
Embeds 0
No embeds

Report content
Flagged as inappropriate Flag as inappropriate
Flag as inappropriate

Select your reason for flagging this presentation as inappropriate.

No notes for slide


  • 1. mˆiz[ÒÇeÉMS ”§³®µZ«OU A#73)44))1/27(V[¸^A Üêǘđ ČÐŵƎįÕƒƠĐ
  • 2. Ë×ɉ‘§º¤”‹È¡W”ÂŒ©›È¸œŒ»ěÊ
  • 3. ËÀ O ”ÂŒ©ùxęơ N ČįƒsyQ¼WÄyAA:8BBD9ACFD@8DDQ ÐĒ›¦»y/@7AHDKFC8wƌÑ O ƒƠóÚ›¦»XƘ`zQ (Yy”ÂŒ©t űëŖU N ČÐħsyQA?BFE8C 47878@:@88C@:x Øêvus”ÂŒ©xģþcę~pp^… O ”ÂŒ©ûƨSƌÑwëjrQðbƒŞũcţċ N ņĉ›¦»ĶƊáwyQĎè”ÂŒ©|xƽÿƌÑ €^„Ľ… O ZÙ`…ù[jwe_ňþSóÚ˜¨QijĔā
  • 4. ËÀ?mˆiz O ”ÂŒ©xģǒ–WĉŒ¨ď‡úon }}QÜďŎĭŘw€ŏ`… (”ÂŒ©wƈ÷ O Čįƒsxć„Ĭ~ N
  • 5. ËP?4KA@sFDE8CA?BFE8!@DE4@68 cģþŰŎw N
  • 6. ËP!@M@4@7‡(!°ÄWsģþjnǣƖ ”¡xďŎƫŃ2++!+
  • 7. 3 N
  • 8. ËP!+,+FB8CAF7ňþóŕ O Ċw/85™W±þLjwģþ N
  • 9. ËP!+,+FB8CC88@AF7ňþóŕ O (þLj€ƃêw
  • 10. 21)0%1( O ?4KA@! O J68AF7 N Îw”¡ƔƉ‡ žǕXƳƧY O ('@$@8 156000˜‰‡ŏþ N '-+vux°˜ÈĞĎwQ?4KA@ w€ßŬ O (8@:F@A@8?4@7 N ·‰¼¡Äx!@M@4@7”¡”¡‡ŅƗ O ŨŇT+A9E$4J8Cs€!@M@4@7cģþŰŎw
  • 11. ž˜Wg‚‹@w O ǣƖùx¼Ã¤¨ N ģþÔw‚…øÑƔƉxÖŤv‘¡¹‹ž N ƔƉƸǙƥďxğÎQĭŘĆxŢĀ O ǣƖùx§¼Ã¤¨ N ďŎW¯¶¤© Ǘĝx”ÂŒ©‡þLjwŬkrʼnDžwŏ_Øf ƒ†… (µÂ¤¨³W»xžǕ ZǣƖù[w‚orøÑƔƉxŰǴď‡Ü… gtcǵ
  • 12. #mˆiz[€q‡Œ ;7-/(1')!718)4:9,)4) ‰‘§º¤””ÂŒ© µÂ‹·W¨ ”ÂŒ© Ŵþ ”ÂŒ© ǣƖĭŘĆ ¦ÈµÅW¨ ǣƖ”¡Ɲ ĭŘĆ ¶ÐÖ=†@o@‘’¢Zl rv„hsQSÑÄmˆrve ¾Îº³ ¶Ð×=œ¾ÎQSÑÄ mˆrvXfYmˆiz ŽV`²¾Îº³
  • 13. “£[»d O ƹƀ O !+,+FB8CC88@AF7+xǭƙ N ®W©Œ‰ N  ³¨Œ‰ N ďŎƫŃ O Ʒĕx (µÂ¤¨³W»wğfnŅĻ N ǣƖ”¡xŰǴď N +t?4KA@‡þ_nøŋøƓ O öŧ O }t
  • 14. ¦°Â[†@oÆ ƔƉSŽ¬ Ä“W ĝƞĮĦ½§Ä‡ģþjnÉǏĮǓxƒƠ Ƈřċdžñw‚…¼¡È®‹©ÅW¨njxǬƃ–WÄ ťƚƁăľǥ ÝƆÝǛtƣƶx›º¿ÅW›ÁÈ ª­¦”S ƾŗSƂƐ ġÏĈýƾŗ›º¿ÅW¡)%+w‚…ĠŊƶĺǑ‡ þ_nÊŪƤijçŶżĭŘ ǹƌÒǖæǢ›Ã˜È”¡WǶŢôxžƐ½§Ä ³WžS³ŠWÄ©ñ‡þ_nÊŪƤņļĔǩłĂŲ œźċdžľǥ ‹³Ž²—­»ĿĦľǥ ĿĦïĚS ŽÅ ,AÇW”³ÆW ƵƪĿĦůýwëûjn/85Îx™W± Đæ (ÇW”›Á¤µµÆ•Â»‚„X
  • 15. Y
  • 16. [¬¢h…@q ÀWšWyø ÑƔƉ‡ÖŤ w‘¡¹‹ žŰŎ Æ•‹Èjrģþ /85‰µ Ãþ ǻĺÌtv…ǣƖĭŘĆ P¦ÈµÅW¨‡õǝ §W¡ů ýþ ÜďŎĭ Řþ Ǽţċv ³¨ŒŽ‰‡ƕĢ ÜďŎĭŘþL ǣƖĭŘĆ¦ÈµÅW¨ F ǽ‘¡¹‹žjn€x‡úƥ ÜďŎĭŘþL ŏ_n_t dwøÑƔ Ɖ‡Żă ÑÄ Zbc§³¿š eÌPMS”§³Ÿ ´LaRL ǣƖ”¡ +!+,+FB8C C88@AF7
  • 17. p{‰kG?mˆrv O ŷǤwŬknQ”¡™‹žxťǂ N œÁ´–œ¿WÇW”³ÆWŽÈœÈt ûăjnQĭŘ­W©xĴİ O Ď蔝¡xģþ ÀWš œÁ´–œ¿W N ĭŘ­W©ąŸá N ĭśǔijS¼È¦ªÈá œÁ´xĤÞ
  • 18. ĭŘ ­W© ĭŘ ­W© ĭŘ ­W© ĭŘ­W©x ƕĢSƴƭ
  • 19. p{‰kH?$)n@€r O ŷǤwŬknQ”¡™‹žxťǂ N ģþÔbƒx‰”ŸxưÚåvĴĢXĦīǁY N ˜È¦È¥ľǥßƄxƕĢX«˜«˜ăśßŬvuY O ³ˆ‹‰ŒWÄxēäsQĎèbƒx‰”Ÿ ‡ǀŰ +A@:CF? 'C7 $4@7D4E§W¡ǯáſĚ
  • 20. [©®•¼ O ǣƖ¹›Èx~‡ŅƗ N ķý¹›Ètxŝþ€ŇǜjncQº©ÄŒ‰xƻđdz ƅýxǸǡù‚„ųƑ N ďŎwël…ǎƑyľísd…tIJų O ŝœ¨ÅWœvj N °˜ÈxƬŮxıeyŝœ¨ÅWœwŻƼ N ¨ÅWœ|xċŁyÀWšhtwÊdeƿv… N ÆW‘ĝ¨ÅWœt.%‹¼Wœ‡ŒNJl…”¡ ¨ÅWœx~ŅƗ N ¨ÅWœyÀWšxĩĸsßŬ O ‰”ŸÂÅW¡X(-Q08A@(;Yvj N ŏ_gvm…ÀWšcŦveQ™¸W¨€sdv_
  • 21. }@zijg¾¨ O C4JÓƂ´ÅW©™W¯ ­W©bƒžđi †…(”¡ O ŧý²W”ďŎ ,$'(+ O
  • 22. Ë×ňþóŕ 20376)2() (-!@E808A@
  • 23. G K
  • 24. 6AC8I(- ;BD8E!@E8
  • 25. %8?ACJ * !@M@4@7%84@AIA@@86E0 * E;8C@8E!@E80
  • 26. 5 D=!@E8+++
  • 27. uyijg¾¨ O 8@E'+ O B46;8AF7+E46= N ¯WœÁÈ ‡·WwƮƍ N (!°ÄWS+* !'.ßŬX#.%x~Y N ƏÒ›¦»xøDŽ O *'+”¡¨ÅWœ O 1455I½«¡ÃÈ•›¦» O ǣƖ”¡žǕ¥WÄD:6 EAAD
  • 28. ÑÄ N§³Z½McÅÊ O (-a‚{§¯‹xǣƖùßŬw‚„QǣƖùW¯ ¶¤©yÊdeĵƲ N ÕÑÄ TPW¯¶¤©Ê N rrŠ@TķýĭŘĆwDzǧl…ďŎ 15 300 250 200 150 100 50 0 BT CG EP FT LU Execution time [seconds] BMM (IB) BMM (10GbE) KVM (IB) KVM (virtio) The overhead of I/O virtualization on the NAS Parallel Benchmarks 3.3.1 class C, 64 processes. KVM (virtio) VM1 Guest OS Guest driver VMM Physical driver 10GbE NIC BMM: Bare Metal Machine KVM (IB) VM1 Guest OS Physical driver VMM Bypass IB QDR HCA
  • 29. 2-166232-16™ª§³ 10$ 1$ 0.1$ Physical$Cluster$ Virtual$Cluster$ 1$ 1024$ Throughput)(GB/s) Message)Size)(KB) +sxĹŐ
  • 30. 5
  • 31. 5 ÑÄ k@~ƒxzÏ ESTQ¡…xt@qnhsV ¤
  • 32. !@M@4@7*
  • 33. §³B |@zC O ƔƉ N (;48@:8 N 'B8@%(! N !@E86A?B8C+(
  • 34. O ǣƖùW¯¶¤©yĀ §³ŸÈ¹ ķý”¡ ,$'(+ ǣƖ”¡
  • 35. ,$'(+ +sxĹŐ ]‚„ÊŪƤQǦǃvĹŐyâÉĦŌĮä
  • 36. ÑÄmˆrv[ºÔ§ O ÷å N Ǘĝx”ÂŒ©‡þLjwŬkrʼnDžwŏ_Øfƒ†… (µÂ¤¨³W»xøĖ O ÷åsyv_gt N ÝýåwƩ†nǗĝǍėwǺcorƺÏxĭŘƔƉ‡ žǕl…‹È¡W”ÂŒ©ƒƠsyv_ O •Ã¤©%(!yƸĖøå O ƺÏxœÁ´–œ¿WÂQ”ÂŒ©htx’¿WyĖøå N ǣƖ”¡¹‹•ÅW›ÁÈsyv_ O ¦ÈµÅW¨bƒǣƖ”¡‡ōžǕl…xsQøјȦ’¨ yĜdljcv_ O %(!µÆ•Â»syăåwµÆŸĝ‡ťǂl…xyƸÏNjå
  • 37. Á­ O ǣƖ”¡žǕ¥WÄx”ÂŒ©Íìď N !44+”ÂŒ©yQƺôx.%‡ŅƗjra„Q (”¡tjrxģþcƖäi†r_v_ N Ǫƥ¥WÄyQŠäx”ÂŒ©wǙƥ O %!,+E4CFDE8C;EEBDE4C ?E 87F6FDE8C O 69@6FDE8C;EEBD:E;F5 6A?4HD45D69@6FDE8C
  • 38. ÑÄmˆrv[Ó¥ Xµ›ÁÈY
  • 39. ³ÆȨŽÈ©­W© ,'*)-+7 œÁ´xĤÞ ĭŘ ­W© ĭŘ ­W© ĭŘ ­W© ĭŘ­W©x ƕĢSƴƭ ǣƖ”¡xÛđQ ƴƭQÙ‹žxċŁ Æ•‹È­W© ǣƖ”¡ !@M@4@7E;8C@8E D:6 EAAD *'+ ”¡X.% ¦ÈµÅW¨Y
  • 40. 5 ƢĘ ÀWšĐœ ¨ÅWœ
  • 41. ÑÄmˆrv[ŸÍ O AF7 @ET.%‹È¡ÈxĨĉù N ++ ĄóǵxƯƛQ°ÇW©xĨĉù N ;A?8x+¹ŒÈ¨ N !+ N œÁ´–œ¿WÂX,'*)-Y O +8C9Tăåv¼È¯›¤µƅý N 8E6;ADEDxǂé N ,'*)-|xĭŘ­W©x ƕĢSƴƭ ³ÆȨŽÈ©­W© ĭŘ ­W© ĭŘ ­W© ĭŘ ­W© ĭŘ­W©x ƕĢSƴƭ )4* )4*)4*)4*
  • 42. 5+'622/5[¬¢Æ # ǣƖ”¡xńđ $sgcclustercreate myCluster.txt # ǣƖ”¡xŻă $sgcclusterstart myCluster # ǣƖ”¡xƋLJ $sgcclusterdestroy myCluster #myCluster.txt [frontend] template=cluster_frontend20140701 compute_offering=HPC disk_offering=Large [cmpnode] number=16 template=cluster_compute20140701 compute_offering=HPC disk_offering=Large [common] name=myCluster zone=zone01 network=myNetwork ssh=myKey
  • 43. $e¢LSŸ±ŸÃ O ŝïxǣƖ¹›È¦ÈµÅW¨bƒQ+t ?4KA@ÎwǣƖ”¡‡žǕ #73)4 $4))1/27( D:6 EAAD ³Æ Ȩ%!+D:6 EAAD ǣƖĭŘĆ ¦ÈµÅW¨ 8IBACE ?BACE +
  • 44. :45EE;8C@8E!@M@4@7 ĭŘ ³Æ Ȩ ĭŘ ĭŘ ³Æ Ȩ ŝï¦ÈµÅW¨bƒ žǕi†nǣƖ”¡
  • 45. · O ”ÂŒ©s€ďŎåwyşØ (yňþŰŎ O ňþÎxƏĥ N ”ÂŒ©ãxÜƟv§W¡ūŽXACŝœY N ŀŋSŀŰS‰‘ŒÈ¦ŠÈ• N ňþƜŭxiƒv…ğÎ O ǣƖ”¡c·¨xľtyĪ`v_ N ”ÂŒ©ƔƉƸǙƥx¦ÈµÅW¨žǕ N ‹ŸÈ™W¯xǟ_ O ƒƠSóÚđŐx³ŠW©¯¤” N (!°ÄWßŬ N AF7+E46=x¯•ßŬX˜WªW–WwÝǰY
  • 46. ]W_ O ÷åTǗĝx”ÂŒ©‡þLjwŬkrʼnDžwŏ_ Øfƒ†… (µÂ¤¨³W»xøĖ O ÏòńonǣƖ”¡‡Qƿv…”ÂŒ©™W ±s€žǕsd… (”ÂŒ©ŵƎ‡ŅĻ N ŷǤwŬkrăåwƮÊSǐüŰŎvǣƖ”¡ N µÂ‹·W¨”ÂŒ©søÑsdv_ŪƤxĭ؇Q Ďè”ÂŒ©sʼnDžwăńŰŎw O (þLjs€Qðbƒ”ÂŒ©ģþxŞũ‡ ‰‘§º¤”‹È¡W”ÂŒ©ƔƉs€Q ( µÂ¤¨³W»xøĖsûƨjr_dn_V
  • 47. KDJ ǠǚT+xƔƉžǕbƒňþwǫîǮ_r_…Q +™¸W¨£W»wšǠj}lR vaQ̃ƠxÏèyQ+(+ƱƒŜ
  • 48. x đŐ‡őþjr_…R