Amazon ECS と SpotFleet を活用した スケーラブルで低コストな ジョブワーカーシステム / Amazon ECS x SpotFleet

AWS Summit Tokyo 2017 の発表資料です。

Transcript

1. Copyright(C) Intimate Merger, Inc. All rights reserved 1 "NB[PO
   &$4
   ͱ 4QPU'MFFU Λ׆༻ͨ͠ εέʔϥϒϧͰ௿ίετͳ δϣϒϫʔΧʔγεςϜ גࣜձࣾΠϯςΟϝʔτɾϚʔδϟʔ ։ൃຊ෦ɾ43&άϧʔϓ দా࿨थ
2. •ฐࣾͰͷ "84
   ͷ׆༻ࣄྫ • γεςϜߏ੒ • ։ൃɺӡ༻ͰಘΒΕͨ஌ݟ Copyright(C) Intimate Merger, Inc. All rights reserved 2 ࠓ೔͓࿩͢͠Δ͜ͱ
3. • ΠϯςΟϝʔτɾϚʔδϟʔʹ͍ͭͯ • δϣϒϫʔΧʔγεςϜ • ߏஙͷഎܠ • ୈҰੈ୅ ඇEPDLFS • ୈೋੈ୅ • "NB[PO
   &$4
   ͷӡ༻ͷϙΠϯτ • ࣮ӡ༻ͯ͠Έͯ • ͜Ε͔Β "NB[PO
   &$4
   Λ࠾༻͢Δํ΁ Copyright(C) Intimate Merger, Inc. All rights reserved 3 ΞδΣϯμ
4. Copyright(C) Intimate Merger, Inc. All rights reserved 4 ʹ͍ͭͯ
5. nגࣜձࣾΠϯςΟϝʔτɾϚʔδϟʔ • ։ൃຊ෦ • 43&
   άϧʔϓʢςοΫϦʔυʣ n৬຿಺༰ • σʔλॲཧج൫ͷ։ൃ • σϓϩΠϑϩʔͷ੔උ • ύϑΥʔϚϯεɾνϡʔχϯά • ؂ࢹɾӡ༻ • ٕज़ݕূɾπʔϧݕূ ࣗݾ঺հ Copyright(C) Intimate Merger, Inc. All rights reserved 5 দా ࿨थ
6. ઃཱ ୅ද ैۀһ਺ ࣄۀ಺༰ Copyright(C) Intimate Merger, Inc. All rights reserved 6 גࣜձࣾΠϯςΟϝʔτɾϚʔδϟʔ ೥݄ ᝽ౡ ྄࣍ ໊ %.1ͷఏڙɾߏஙࢧԉ σʔλ׆༻ίϯαϧςΟϯά
7. Copyright(C) Intimate Merger, Inc. All rights reserved 7 δϣϒϫʔΧʔγεςϜ
8. • Ҏ্ͷࣾ֎γεςϜͱσʔλͷड͚౉͠ • ࿈ܞઌຖʹҟͳΔσʔλܗࣜ • ҟͳΔલॲཧ͕ඞཁ • ࿈ܞઌຖʹҟͳΔ઀ଓํࣜ • FY
   3&45
   "1*
   '51
   4'51
   "NB[PO
   4
   1SPUPDPM
   #VGGFST
    ˠ ݁Ռɺछྨ΋ͷϫʔΧʔ͕ඞཁʹ • ංେԽ͢Δॲཧσʔλ • σʔλͷॲཧྔʹରͯ͠εέʔϧ͢Δ࢓૊Έ͕ඞཁ • ಛఆͷδϣϒͷΈεέʔϧ͍ͤͨ͞ Copyright(C) Intimate Merger, Inc. All rights reserved 8 ߏஙͷഎܠ
9. Auto Scaling group Copyright(C) Intimate Merger, Inc. All rights reserved 9 ୈҰੈ୅ "NB[PO 4 "NB[PO 424 "NB[PO $MPVE8BUDI "NB[PO 4 BMBSN 'JMF  ϑΝΠϧΛ "NB[PO
   4
   ΁Ξοϓϩʔυ  "NB[PO
   4
   &WFOU
   /PUJGJDBUJPOT
   Ͱ "NB[PO
   424
   ΁௨஌  "NB[PO
   $MPVE8BUDI ͰΩϡʔͷ਺Ͱϫʔ ΧʔͱͳΔ "NB[PO
   &$
   Λ "VUP4DBMJOH ʢ4QPU
   *OTUBODFʣ  ϫʔΧʔ͸ "NB[PO
   424
   ͔ΒΩϡʔΛɺ "NB[PO
   4
   ͔Βॲཧର৅ͷϑΝΠϧΛऔಘ͠ɺ ॲཧΛ։࢝  ޙଓॲཧ͕͋Δ৔߹͸ɺผͷ "NB[PO
   4
   ΁
10. Auto Scaling group Copyright(C) Intimate Merger, Inc. All rights reserved 10 ୈҰੈ୅ "NB[PO 4 "NB[PO 424 "NB[PO $MPVE8BUDI "NB[PO 4 BMBSN 'JMF  ϑΝΠϧΛ "NB[PO
    4
    ΁Ξοϓϩʔυ  "NB[PO
    4
    &WFOU
    /PUJGJDBUJPOT
    Ͱ "NB[PO
    424
    ΁௨஌  "NB[PO
    $MPVE8BUDI ͰΩϡʔͷ਺Ͱϫʔ ΧʔͱͳΔ "NB[PO
    &$
    Λ "VUP4DBMJOH ʢ4QPU
    *OTUBODFʣ  ϫʔΧʔ͸ "NB[PO
    424
    ͔ΒΩϡʔΛɺ "NB[PO
    4
    ͔Βॲཧର৅ͷϑΝΠϧΛऔಘ͠ɺ ॲཧΛ։࢝  ޙଓॲཧ͕͋Δ৔߹͸ɺผͷ "NB[PO
    4
    ΁
11. Auto Scaling group Copyright(C) Intimate Merger, Inc. All rights reserved 11 ୈҰੈ୅ "NB[PO 4 "NB[PO 424 "NB[PO $MPVE8BUDI "NB[PO 4 BMBSN 'JMF  ϑΝΠϧΛ "NB[PO
    4
    ΁Ξοϓϩʔυ  "NB[PO
    4
    &WFOU
    /PUJGJDBUJPOT
    Ͱ "NB[PO
    424
    ΁௨஌  "NB[PO
    $MPVE8BUDI ͰΩϡʔͷ਺Ͱϫʔ ΧʔͱͳΔ "NB[PO
    &$
    Λ "VUP4DBMJOH ʢ4QPU
    *OTUBODFʣ  ϫʔΧʔ͸ "NB[PO
    424
    ͔ΒΩϡʔΛɺ "NB[PO
    4
    ͔Βॲཧର৅ͷϑΝΠϧΛऔಘ͠ɺ ॲཧΛ։࢝  ޙଓॲཧ͕͋Δ৔߹͸ɺผͷ "NB[PO
    4
    ΁
12. Auto Scaling group Copyright(C) Intimate Merger, Inc. All rights reserved 12 ୈҰੈ୅ "NB[PO 4 "NB[PO 424 "NB[PO $MPVE8BUDI "NB[PO 4 BMBSN 'JMF  ϑΝΠϧΛ "NB[PO
    4
    ΁Ξοϓϩʔυ  "NB[PO
    4
    &WFOU
    /PUJGJDBUJPOT
    Ͱ "NB[PO
    424
    ΁௨஌  "NB[PO
    $MPVE8BUDI ͰΩϡʔͷ਺Ͱϫʔ ΧʔͱͳΔ "NB[PO
    &$
    Λ "VUP4DBMJOH ʢ4QPU
    *OTUBODFʣ  ϫʔΧʔ͸ "NB[PO
    424
    ͔ΒΩϡʔΛɺ "NB[PO
    4
    ͔Βॲཧର৅ͷϑΝΠϧΛऔಘ͠ɺ ॲཧΛ։࢝  ޙଓॲཧ͕͋Δ৔߹͸ɺผͷ "NB[PO
    4
    ΁
13. Auto Scaling group Copyright(C) Intimate Merger, Inc. All rights reserved 13 ୈҰੈ୅ "NB[PO 4 "NB[PO 424 "NB[PO $MPVE8BUDI "NB[PO 4 BMBSN 'JMF  ϑΝΠϧΛ "NB[PO
    4
    ΁Ξοϓϩʔυ  "NB[PO
    4
    &WFOU
    /PUJGJDBUJPOT
    Ͱ "NB[PO
    424
    ΁௨஌  "NB[PO
    $MPVE8BUDI ͰΩϡʔͷ਺Ͱϫʔ ΧʔͱͳΔ "NB[PO
    &$
    Λ "VUP4DBMJOH ʢ4QPU
    *OTUBODFʣ  ϫʔΧʔ͸ "NB[PO
    424
    ͔ΒΩϡʔΛɺ "NB[PO
    4
    ͔Βॲཧର৅ͷϑΝΠϧΛऔಘ͠ɺ ॲཧΛ։࢝  ޙଓॲཧ͕͋Δ৔߹͸ɺผͷ "NB[PO
    4
    ΁
14. Auto Scaling group Copyright(C) Intimate Merger, Inc. All rights reserved 14 ୈҰੈ୅ "NB[PO 4 "NB[PO 424 "NB[PO $MPVE8BUDI "NB[PO 4 BMBSN 'JMF  ϑΝΠϧΛ "NB[PO
    4
    ΁Ξοϓϩʔυ  "NB[PO
    4
    &WFOU
    /PUJGJDBUJPOT
    Ͱ "NB[PO
    424
    ΁௨஌  "NB[PO
    $MPVE8BUDI ͰΩϡʔͷ਺Ͱϫʔ ΧʔͱͳΔ "NB[PO
    &$
    Λ "VUP4DBMJOH ʢ4QPU
    *OTUBODFʣ  ϫʔΧʔ͸ "NB[PO
    424
    ͔ΒΩϡʔΛɺ "NB[PO
    4
    ͔Βॲཧର৅ͷϑΝΠϧΛऔಘ͠ɺ ॲཧΛ։࢝  ޙଓॲཧ͕͋Δ৔߹͸ɺผͷ "NB[PO
    4
    ΁
15. Auto Scaling group Copyright(C) Intimate Merger, Inc. All rights reserved 15 ୈҰੈ୅ "NB[PO 4 "NB[PO 424 "NB[PO $MPVE8BUDI "NB[PO 4 BMBSN 'JMF  ϑΝΠϧΛ "NB[PO
    4
    ΁Ξοϓϩʔυ  "NB[PO
    4
    &WFOU
    /PUJGJDBUJPOT
    Ͱ "NB[PO
    424
    ΁௨஌  "NB[PO
    $MPVE8BUDI ͰΩϡʔͷ਺Ͱϫʔ ΧʔͱͳΔ "NB[PO
    &$
    Λ "VUP4DBMJOH ʢ4QPU
    *OTUBODFʣ  ϫʔΧʔ͸ "NB[PO
    424
    ͔ΒΩϡʔΛɺ "NB[PO
    4
    ͔Βॲཧର৅ͷϑΝΠϧΛऔಘ͠ɺ ॲཧΛ։࢝  ޙଓॲཧ͕͋Δ৔߹͸ɺผͷ "NB[PO
    4
    ΁
16. AutoScaling Copyright(C) Intimate Merger, Inc. All rights reserved 16 ୈҰੈ୅ "NB[PO 4 "NB[PO 424 "NB[PO $MPVE8BUDI BMBSN Elasticsearch から IDを抽出 AutoScaling "NB[PO 4 "NB[PO 424 "NB[PO $MPVE8BUDI BMBSN ID の変換 AutoScaling "NB[PO 4 "NB[PO 424 "NB[PO $MPVE8BUDI BMBSN Amazon S3 へ アップロード
17. Auto Scaling group Copyright(C) Intimate Merger, Inc. All rights reserved 17 ୈҰੈ୅ "NB[PO 4 "NB[PO 424 "NB[PO $MPVE8BUDI ՝୊ • εϙοτྉۚͷߴಅ࣌ͳͲɺಛఆͷϫʔΧʔ͕ ىಈෆՄͱͳΔ • ϫʔΧʔຖʹϦιʔεʢ*OTUBODF 5ZQFʣͷ ௐ੔͕ඞཁͳ্ɺશମͰͷϦιʔεޮ཰͕ѱ͍ • ॲཧ։࢝·Ͱͷ଴ػ͕࣌ؒ௕͍ • "VUP4DBMJOH ͷઃఆ͕ଟ͘ͳΓɺӡ༻ෛՙ͕ େ͖͍ "NB[PO 4 BMBSN 'JMF
18. spot fleet Copyright(C) Intimate Merger, Inc. All rights reserved 18 ୈೋੈ୅ "NB[PO 4 "NB[PO 424 "NB[PO $MPVE8BUDI • جຊઃܭ͸ಉ༷ • શϫʔΧʔͷ࣮ߦ؀ڥΛίϯςφʹҠߦ • શϫʔΧʔͰ EPDLFS
    ج൫Λڞ༻ • EPDLFS
    ج൫ʹ "NB[PO
    &$4
    Λ࠾༻ • EPDLFS
    ج൫ͷىಈʹ 4QPU'MFFUΛ࠾༻ • ֤ϫʔΧʔຖʹίϯςφΛ "VUP4DBMJOH "NB[PO 4 BMBSN 'JMF "NB[PO &$4
19. Copyright(C) Intimate Merger, Inc. All rights reserved 19 • ͷαʔϏε͕Քಇ • छྨͷϫʔΧʔɺ.BDLFSFMʢ؂ࢹʣ ɺ'MVFOUEʢϩάίϨΫλʣ • λεΫ਺͸ʙ • ίϯςφϨδετϦʹ͸ "NB[PO
    &$3
    Λ࠾༻ ୈೋੈ୅  "NB[PO
    &$4
20. Copyright(C) Intimate Merger, Inc. All rights reserved 20 • ༰ྔ͸ 
    W$16T • ೖࡳ͸ ࣗಈೖࡳ • *OTUBODF
    5ZQF͸ छ • $ܥɺ.ܥ ୈೋੈ୅  4QPU'MFFU
21. Copyright(C) Intimate Merger, Inc. All rights reserved 21 "NB[PO
    &$4
    ͷӡ༻ͷϙΠϯτ
22. • ϩάͷϋϯυϦϯά • ؀ڥߏங • σϓϩΠϑϩʔ • ڧ੍ 5FSNJOBUFʢ4QPU
    *OTUBODFʣ • ".* • DMPVEJOJU Copyright(C) Intimate Merger, Inc. All rights reserved 22 "NB[PO
    &$4
    ͷӡ༻ͷϙΠϯτ
23. Copyright(C) Intimate Merger, Inc. All rights reserved 23 ϩάͷϋϯυϦϯά "QQ "QQ "QQ "QQ "NB[PO "VSPSB (PPHMF
    #JH2VFSZ • ֤*OTUBODFͰՔಇ͢Δ GMVFOUE ίϯςφͰϩάΛू໿ • ϫʔΧʔ͔Β͸ UDQ
    Ͱࢀর • MPHEOB 
    ϩάͷ -JWF
    5BJM
    
    ςΩετϚονʹΑΔΞϥʔτ • #JH2VFSZ 
    ௕ظʹ౉Δ෼ੳ༻ • "NB[PO
    "VSPSB
    
    ௚ۙσʔλͷ෼ੳɺࢀর༻
24. Copyright(C) Intimate Merger, Inc. All rights reserved 24 • ϩάऩूͷΫϥ΢υαʔϏε • ϦΞϧλΠϜʹࢀর͢Δ͜ͱ͕Մೳ UBJM
    G • ςΩετϚονʹΑΔΞϥʔτػೳ • 4MBDL
    &NBJM
    8FCIPPL  • ௿ίετ • (#NPOUI
    ʙ
25. • 5FSSBGPSN
    Λ࠾༻ • (JU)VC
    Ͱ؅ཧ • $JSDMF$* ্Ͱ࣮ߦ • ֤ϫʔΧʔຖʹίϯϙʔωϯτΛ࡞੒ • "NB[PO 4 • #VDLFU • &WFOU • "NB[PO
    424 • "NB[PO
    $MPVE8BUDI • "NB[PO &$4 • "VUP4DBMJOH Copyright(C) Intimate Merger, Inc. All rights reserved 25 ؀ڥߏங (JU)VC $JSDMF$* 8FCIPPL "NB[PO 4 "NB[PO 424 "NB[PO $MPVE8BUDI "NB[PO &$4 5FSSBGPSN
26. • $JSDMF$* ͔Β"1*ܦ༝ͰσϓϩΠ • EPDLFS
    CVJME • EPDLFS
    QVTI
    "NB[PO
    &$3 • 5BTL
    %FGJOJUJPO
    ͷ࡞੒ "NB[PO
    &$4 • &$4
    4FSWJDF
    ͷߋ৽ "NB[PO
    &$4 • ίʔυ͸ 1ZUIPO
    ੡ CPUP • EPDLFS
    ͕ར༻Մೳͳ $*
    αʔϏεͷ ׆༻͕͓͢͢Ί Copyright(C) Intimate Merger, Inc. All rights reserved 26 (JU)VC $JSDMF$* 8FCIPPL σϓϩΠϑϩʔ EPDLFS CVJME EPDLFS QVTI 5BTL
    %FGJOJUJPO࡞੒ 4FSWJDFߋ৽ "NB[PO &$3 "NB[PO &$4
27. • Ձ֨ߴಅ࣌ͳͲڧ੍ 5FSNJOBUF
    ࣌͸ɺਖ਼ৗͳγϟοτμ΢ϯ ϓϩηε͕ߦΘΕͳ͍ • ίϯςφ͕ڧ੍ఀࢭ͞ΕΔ • 8FC
    αʔόͷ৔߹͸ಛʹӨڹ͕େ͖͍ • 5FSNJOBUF
    ͷݕ஌ • ඵ͓͖ʹϝλσʔλΛࢀর • IUUQMBUFTUNFUBEBUBTQPUUFSNJOBUJPOUJNF • ݕ஌ޙɺ"NB[PO
    &$4
    $MVTUFS
    ͔Βୀ໾ • ίϯςφ͸ଞͷ *OTUBODF
    ʹΦϑϩʔυ͞ΕΔ • BNB[POFDTBHFOU
    ͷػೳʹೖΕͯཉ͍͠ɾɾɾ Copyright(C) Intimate Merger, Inc. All rights reserved 27 ڧ੍5FSNJOBUFʢ4QPU
    *OTUBODFʣ
28. • "NB[PO
    &$40QUJNJ[FE
    ".*
    Λ࠾༻ • "NB[PO
    &$4
    ʹ࠷దԽ͞Ε͍ͯΔ • ࠷৽൛Λͦͷ··ར༻ • ZVN
    VQEBUF
    ͠ͳ͍ • ".*
    ͷΧελϚΠζ࡞੒͸ߦΘͳ͍ • ඞཁͳઃఆ͸ DMPVEJOJU ͔Βߦ͏ • ඞཁ࠷௿ݶͷઃఆͷΈߦ͍ɺηΩϡΞʹอͭͨΊ • "NB[PO
    4
    ʹ഑ஔͯ͠ࢀর Copyright(C) Intimate Merger, Inc. All rights reserved 28 ".*ʹ͍ͭͯ
29. • "NB[PO
    4
    ʹ ZBNM Λ഑ஔͯ͠ࢀর • DMPVEJOJU มߋ࣌ʹ 4QPU'MFFUͷ ࡞Γ௚͕͠ඞཁʹͳΔͨΊ • 71$
    &OEQPJOU
    ͰݖݶΛ෇༩ • IUUQ
    Ͱࢀর͢ΔͨΊʹඞཁ • DMPVEDPOGJH ܗࣜͰهड़ • ࣮ߦλΠϛϯάΛ੍ޚͰ͖ΔͨΊ Copyright(C) Intimate Merger, Inc. All rights reserved 29 DMPVEJOJU JODMVEF IUUQTTBQOPSUIFBTUBNB[POBXTDPN#VDLFUDMPVEJOJUZNM
30. Copyright(C) Intimate Merger, Inc. All rights reserved 30 DMPVEJOJU Ͱߦ͍ͬͯΔ͜ͱ • ڧ੍ 5FSNJOBUF
    Λݕ஌͢Δ DSPOʢલड़ʣ • Χʔωϧύϥϝʔλͷมߋ • "NB[PO
    &$4
    ͷઃఆʢFUDFDTFDTDPOGJHʣ • *OTUBODF
    4UPSF
    ͷϚ΢ϯτ • %PDLFS
    &OHJOF
    ىಈલʹϚ΢ϯτ͠ͳ͍ͱར༻Ͱ͖ͳ͍ • CPPUDNE εςοϓͰͷϚ΢ϯτ͕ඞਢʢDMPVEDPOGJH ਪ঑ʣ
31. Copyright(C) Intimate Merger, Inc. All rights reserved 31 ࣮ӡ༻ͯ͠Έͯ
32. • Մ༻ੑͷ޲্ • 4QPU'MFFUʹΑΓɺεϙοτՁ֨ͷߴಅͷӨڹΛड͚ʹ͘͘ͳͬͨ • ίετޮ཰ͷ޲্ • Մ༻ੑͷ޲্ʹΑΓɺੵۃతʹ৽ੈ୅ͷ *OTUBODF
    Λબ୒Մೳ • 04
    ෼ͷϦιʔε͕ෆཁʹͳΓɺಉ࣌ىಈ਺͕޲্ • 6QUJNF
    Λؾʹͤͣɺίϯςφͷ্͛Լ͕͛Մೳ Copyright(C) Intimate Merger, Inc. All rights reserved 32 "NB[PO
    &$4
    ʹͯ͠ྑ͔ͬͨ఺
33. • εϐϯΞοϓ࣌ؒͷ୹ॖ • 4QPU
    *OTUBODF
    ͸ىಈʹ͕͔͔࣌ؒΔ • EPDLFS
    ͕ 4QPU
    *OTUBODF
    ͷσϝϦοτΛิ׬ • "84
    ͷଞαʔϏεͱͷ࿈ܞ • "84
    ͱ౷߹͞Ε͍ͯΔͨΊɺطଘͷ࢓૊ΈΛେ͖͘ม͑ͣʹ "VUP4DBMJOH ౳͕ར༻Մೳ Copyright(C) Intimate Merger, Inc. All rights reserved 33 "NB[PO
    &$4
    ʹͯ͠ྑ͔ͬͨ఺
34. • Ϋϥελ؅ཧͱ͍͏఺Ͱ͸՝୊΋ଟ͍ • BHFOU
    ํࣜͳͷͰɺ٧·ͬͨΓϥά͕ੜͨ͡Γ͢Δ͜ͱ΋ଟʑ • "NB[PO
    &$
    తʹ 5FSNJOBUF
    ͞Ε͍ͯΔ͕ɺ$MVTUFS
    ʹ࢒͍ͬͯ Δ͜ͱ΋ • EPDLFS
    ͷશػೳ͕࢖͑ΔΘ͚Ͱ͸ͳ͍ • BHFOU
    ܦ༝Ͱ EPDLFS
    Λ؅ཧ͍ͯ͠ΔͨΊɺ FDTBHFOU
    ʹ࣮૷͞ Ε͍ͯͳ͍ػೳ͸࢖͑ͳ͍ Copyright(C) Intimate Merger, Inc. All rights reserved 34 "NB[PO
    &$4
    ͷ՝୊
35. Copyright(C) Intimate Merger, Inc. All rights reserved 35
36. Copyright(C) Intimate Merger, Inc. All rights reserved 36 શ 4FSWJDF
    ΛදࣔͰ͖ͳ͍ • "NB[PO
    &$4
    ͷ؅ཧը໘ʹ શ 4FSWJDF
    ΛදࣔͰ͖ͳ͍ • ্ݶ͕ • ϖʔδૹΓ͕ඞཁ
37. Copyright(C) Intimate Merger, Inc. All rights reserved 37 શ 4FSWJDF
    ΛදࣔͰ͖ͳ͍
38. Copyright(C) Intimate Merger, Inc. All rights reserved 38 Ұ෦ͷઃఆ͸ 4FSWJDF
    ͷ࡞Γ௚͕͠ඞཁ • &MBTUJD
    -PBE
    #BMBODFS • 5BTL
    ͷ഑ஔઓུ
39. Copyright(C) Intimate Merger, Inc. All rights reserved 39 4QPU'MFFU͸ઃఆมߋ͕ෆՄ • $BQBDJUZ
    ͷมߋͷΈՄ • Լهͷมߋ͸Ͱ͖ͳ͍ • ".* • *OTUBODF
    5ZQF • 6TFS
    EBUB
    DMPVEJOJU
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