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ECS×Fargateで実現する運用コストほぼ0なコンテナ運用の仕組み/ ecs fargate low cost operation

ECS×Fargateで実現する運用コストほぼ0なコンテナ運用の仕組み/ ecs fargate low cost operation

AWS DevDay Online Japan 2020 の登壇資料です

Shoichiro Nagai(shnagai)

October 20, 2020
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  1. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved.
    In Partnership with
    ECS×FargateͰ࣮ݱ͢Δ
    ӡ༻ίετ΄΅0ͳίϯςφӡ༻ͷ࢓૊Έ
    ίωώτגࣜձࣾ ӬҪউҰ࿠(shnagai)
    A - 7

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  2. ࣗݾ঺հ
    ӬҪউҰ࿠
    ओͳ׆ಈ
    "84%FW%BZ͸ࡢ೥ʹҾ͖ଓ͖౓໨
    ίωώτΤϯδχΞϒϩάIUUQTUFDIDPOOFIJUPDPNBSDIJWFBVUIPSOBHBJT
    ίωώτגࣜձࣾɹςΫϊϩδʔਪਐ(ɹ
    Πϯϑϥػցֶश
    !TIOBHBJ

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  3. "CPVUίωώτ

    ਓͷੜ׆ʹͳͯ͘͸ͳΒͳ͍΋ͷΛͭ͘Δ
    ࢲͨͪ͸ʮਓͷੜ׆ʹͳͯ͘͸ͳΒͳ͍΋ͷΛͭ͘ΔʯΛϛογϣϯʹ
    Ո଒ͷϥΠϑΠϕϯτʹ͓͚ΔҙࢥܾఆΛ*5ͷྗͰαϙʔτ͢ΔձࣾͰ͢

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  4. "CPVUϚϚϦ
    2"ίϛϡχςΟ
    Ϣʔβʔ͕೰ΈΛ౤ߘɺ૬ஊ͋͠͏2"ػೳ
    ઐ໳ՈʹΑΔճ౴΋ظؒݶఆͰఏڙ
    ϝσΟΞ
    ೛৷ɾҭࣇͳͲͷهࣄΛXFCͱΞϓϦͰ഑৴
    ৽ϚϚͷʮਓʹਓʯʹ͝ར༻͍͍͍ͨͩͯΔΞϓϦɺ৘ใϝσΟΞʮϚϚϦʯ
    3ਓʹ1ਓ
    ৽ϚϚͷ
    ͕ར༻த! ※2
    ΞϓϦձһ਺
    250ສਓ
    ϚϚ޲͚No.1ΞϓϦʹબग़ ※1
    ʮୈ̔ճ݈߁ण໋Λͷ͹ͦ͏ʂΞϫʔυʯʹͯ
    ްੜ࿑ಇলࢠͲ΋Ոఉہ௕৆ ड৆
    ※1 1,084ਓͷϚϚ͕બͿʮݱࡏ࢖͍ͬͯΔΞϓϦʯ ʹͯɺ5߲໨ (ଞͷϚϚʹΦεεϝ͍ͨ͠ɺೝ஌౓ɺར༻཰ɺརศੑɺ޷ײ౓) Ͱ
    ̍ҐΛ֫ಘ͠·ͨ͠ɻʮϚϚ޲͚No.1ΞϓϦʯ͸2019೥3݄Πϯςʔδௐ΂ɹௐࠪର৅ɿ೛৷தʙ2ࡀ0ϲ݄ͷࢠڙΛ࣋ͭঁੑʢn=1,084ʣΛநग़
    ※2 2019೥ͷʮϚϚϦʯ಺ͷग़࢈༧ఆ೔Λઃఆͨ͠Ϣʔβʔ਺ͱɺްੜ࿑ಇলൃදʮਓޱಈଶ౷ܭʯͷग़ੜ਺͔Βࢉग़

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  5. w ೥ʹ౉Δ&$4ӡ༻Λӡ༻ෛՙඅ༻࡟ݮͷ؍఺͔ΒৼΓฦΓ·͢
    w 'BSHBUFͷొ৔ͰมΘͬͨ&$4ӡ༻
    w &$4λʔήοτ௥੻4FSWJDF"VUP4DBMMJOHΛ׆༻ͨ͠ಈతΩϟύϓϥ
    ࠓ೔͓࿩͢Δ͜ͱ

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  6. 'BSHBUFΛ࢖ͬͯ&$4Ͱίϯςφӡ༻͢Δࡍʹ
    ໾ཱͭؾ෇͖ΛҰͭͰ΋
    ࣋ͪؼ͍͚ͬͯͨͩΕ͹ͱࢥ͍ͬͯ·͢ɻ

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  7. w ӡ༻ίετΛۃݶ·Ͱগͳͯ҆͘͠ఆՔಇͯ͠΄͍͠
    w Ϋϥ΢υɺ֤छ4BB4ͷར༻
    w ࣗݾճ෮ܕΞʔΩςΫνϟͷ࠾༻ ίϯςφɺϚωʔδυαʔϏε׆༻

    w ͦΕʹ͔͔Δඅ༻͸গͳ͚Ε͹গͳ͍΄Ͳྑ͍
    w ಉ͜͡ͱΛ΍ΔͷͰ͋Ε͹௿ίετͰग़དྷΔํ͕Ձ஋͸ߴ͍
    αʔϏεӡ༻ͷཧ૝૾

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  8. w "84ϚωʔδυͳίϯςφͷΦʔέετϨʔγϣϯπʔϧ
    w ίϯςφͷϥΠϑαΠΫϧ؅ཧ εέδϡʔϦϯάɺηϧϑώʔϦϯά

    w "84ϚωʔδυͳͷͰΦʔέετϨʔγϣϯπʔϧࣗମͷӡ༻͕ෆཁ
    &$4ͱ͸

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  9. w ϝϯςφϯείετ͕௿͍
    w ίϯτϩʔϧϓϨʔϯʹؔͯ͠͸΄΅ҙࣝ͢Δඞཁ͸ͳ͍
    w ίϯςφΛͲ͏ಈ͔͔͢ʹ஫ྗग़དྷΔ
    w "84ͷϦιʔεͱϑϨϯυϦʔ
    w "-# *".ϩʔϧ $MPVE8BUDI&WFOUT 4UFQ'VODUJPOT
    w ίωώτ͸"84Ͱ΄΅શͯͷγεςϜΛ૊ΜͰ͍ΔͷͰ࿈ܞָ͕ͳͷ͸େࣄ
    w ֶशίετ΋௿Ί
    w αʔϏεɺλεΫఆٛɺΫϥελΛ࠷௿ݶ཈͑Ε͹ίϯςφӡ༻ग़དྷΔ
    w ࣗ༝౓͸௿͍͕ɺίϯςφӡ༻ʹ͋ͨΓઃఆ߲໨΍ߟྀࣄ߲͕গͳ͍
    &$4ͷؾʹೖ͍ͬͯΔͱ͜Ζ

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  10. ίωώτͰͷ&$4ӡ༻ͷྺ࢙
    2017೥7݄ ECSຊ൪ӡ༻։࢝
    DockerΛ࢖ͬͨίϯςφͷຊ൪ӡ༻։࢝
    EC2όοΫΤϯυ
    2017೥12݄ શαʔϏεΛECSԽ
    طଘαʔϏεͷҠߦ͕׬ྃ͠શαʔϏεΛECSͰӡ༻
    EC2όοΫΤϯυ
    2018೥10݄ Fargateຊ൪ಋೖ
    FargateΛຊ൪ӡ༻։࢝
    ӡ༻ίετܹݮ͕ͩඅ༻Λ཈͑ΔͨΊʹ༷ʑͳ޻෉
    2020೥5݄
    Fargate
    ×
    λʔήοτ௥੻
    ServiceAutoScalling
    FargateͷॊೈੑΛۦ࢖ͨ͠ಈతΩϟύϓϥΛ࣮ݱ
    ӡ༻ίετ΄΅0Ͱඅ༻΋࡟ݮ

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  11. w &$ࣗମͷӡ༻
    w Α͠ͳʹ".*ߋ৽
    w Α͠ͳʹ&$ϝϯςφϯεରԠ
    w Α͠ͳʹ&$Λ؂ࢹ
    w &$4ؔ࿈ͷӡ༻
    w λεΫ਺Λࣄલʹݟӽͨ͠ΩϟύγςΟϓϥϯχϯά͕ඞཁ
    w Ͳͷ&$Ͱಈ͔͔͢
    w λεΫͷ഑ஔ֬ೝ ແବͳ͘഑ஔ͞Ε͍ͯΔ͔

    w खಈεέʔϧΞ΢τΠϯ
    w ΫϥελΛͲ͏૊Ή͔
    &$4º&$ߏ੒͸Α͠ͳʹ&$ͷӡ༻ίετ͕ൃੜ

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  12. w &$ࣗମͷӡ༻
    w Α͠ͳʹ".*ߋ৽
    w Α͠ͳʹ&$ϝϯςφϯεରԠ
    w Α͠ͳʹ&$Λ؂ࢹ
    w &$4ؔ࿈ͷӡ༻
    w λεΫ਺Λࣄલʹݟӽͨ͠ΩϟύγςΟϓϥϯχϯά͕ඞཁ
    w λεΫͷ഑ஔ֬ೝ ແବͳ͘഑ஔ͞Ε͍ͯΔ͔

    w खಈεέʔϧΞ΢τΠϯ
    w ΫϥελΛͲ͏૊Ή͔
    &$4º&$ߏ੒͸Α͠ͳʹ&$ͷӡ༻ίετ͕ൃੜ
    ҰͭҰͭ͸͍ܰ
    ͕ੵΈॏͳΔͱେ͖ͳӡ༻ίετʹ

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  13. w λεΫΛಈ͔͢ج൫ͷ&$ͱλεΫࣗମͷεέʔϧΛߟྀ͢Δ
    ඞཁ͕͋Δ
    w ग़དྷͳ͘͸ͳ͍͕ෳࡶͳ࢓૊ΈΛࣗલͰӡ༻͠ͳ͚Ε͹ͳΒͳ͍
    w &$4$MVTUFS"VUP4DBMJOH͕ղܾͯ͘͠ΕΔ͔΋
    IUUQTBXTBNB[PODPNKQBCPVUBXTXIBUTOFXBNB[POFDTDMVTUFSBVUPTDBMJOHOPXBWBJMBCMF

    w ӡ༻ίετඅ༻ϐʔΫτϥϑΟοΫΛࡹ͚ΔϦιʔεΛࣄલ
    ʹ༻ҙ
    w গ਺ͷΠϯϑϥͱ8FCΤϯδχΞͰαʔϏεӡ༻
    w ෳࡶͳ࢓૊ΈΛಋೖͨ͠ࡍͷӡ༻ίετ͸େ͖͍
    &$4º&$ߏ੒͸Φʔτεέʔϧ͕ෳࡶ

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  14. 'BSHBUFͷొ৔

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  15. w "84Ϛωʔδυͳίϯςφ޲͚ίϯϐϡʔςΟϯάΤϯδϯ
    w &$ෆཁ
    w ॊೈͳϦιʔεͱैྔ՝ۚ
    w .FNʙ W$16ʙͷൣғͰॊೈʹׂΓ౰ͯ
    w ࢖ͬͨ෼͚ͩैྔ՝ۚ
    'BSHBUFͱ͸

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  16. 'BSHBUFͷొ৔ͰϦιʔεׂ౰ͷߟ͑ํ͕มΘͬͨ

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  17. w &$ࣗମͷӡ༻
    w Α͠ͳʹ".*ߋ৽
    w Α͠ͳʹ&$ϝϯςφϯεରԠ
    w Α͠ͳʹ&$Λ؂ࢹ
    w &$4ؔ࿈ͷӡ༻
    w λεΫ਺Λࣄલʹݟӽͨ͠ΩϟύγςΟϓϥϯχϯά͕ඞཁ
    w λεΫͷ഑ஔ֬ೝ ແବͳ͘഑ஔ͞Ε͍ͯΔ͔

    w खಈεέʔϧΞ΢τΠϯ
    w ΫϥελΛͲ͏૊Ή͔
    'BSHBUFͷొ৔Ͱ&$4ͷӡ༻͕େ෯ʹָʹͳͬͨ
    ͦ΋ͦ΋EC2͕ෆཁʹ
    ͢΂ͯϦιʔεׂΓ౰ͯͷ໰୊

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  18. w 3*Ͱ&$ˠ'BSHBUF 4BWJOHT1MBOTͳ͠
    ͩͱ໿ഒͷඅ༻
    w &$όοΫΤϯυ࣌୅ͱಉ͡λεΫ਺Ͱ'BSHBUFʹҠߦ
    w ౦ژϦʔδϣϯରԠޙ਺ϲ݄Ͱ·ͩࣄྫ΋ͳ͔ͬͨͷͰ҆શʹ
    IUUQTUFDIDPOOFIJUPDPNFOUSZ
    w අ༻ΛԼ͛ΔͨΊʹλεΫ਺ΛݮΒ͍ͯͬͨ͠
    w &$όοΫΤϯυ࣌୅σϓϩΠ༻ʹ֬อ͞ΕͨϦιʔε෼ΛঃʑʹݮΒ͢
    w αʔϏεӡ༻ʹ໰୊ͷͳ͍λεΫ਺ΛݟۃΊΔ
    &$͔Βղ์͞Ε͕ͨඅ༻͕ߴ͍

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  19. 'BSHBUFº$PNQVUF4BWJOHT1MBOTͷొ৔
    w 4BWJOHT1MBOTͷొ৔Ͱ'BSHBUF΋গ҆͘͠࢖͑ΔΑ͏ʹͳͬ
    ͨ
    w શֹલ෷͍ͰΦϯσϚϯυͷ0''Ͱར༻Մೳ
    w ࣄલʹར༻૝ఆֹΛίϛοτͯ͠લ෷͍͢ΔελΠϧ
    w Ϛωʔδυίϯιʔϧͷ੥ٻˠਪ঑ࣄ߲Ͱར༻ঢ়گʹΑΔݟੵΓՄ
    w 'BSHBUFར༻ͷ Λίϛοτͯ͠લ෷͍͢ΔΑ͏ͳ࢖͍ํΛ͍ͯ͠Δ

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  20. 'BSHBUF4QPUͷొ৔
    w ΦϯσϚϯυՁ͔֨Β࠷େ0''Ͱར༻Մೳ
    w 4QPUλΠϓͳͷͰڧ੍தஅ͋Γ
    w ۭ͖Ωϟύ͕ͳ͍ͱ෼લʹ௨஌͠தஅ
    w εςʔδϯά؀ڥ΍தஅͯ͠΋͍͍όονॲཧʹར༻
    w ҆ఆՔಇ͕Ұ൪େࣄͳͷͰຊ൪ͷ΢Σϒʹ͸࢖͍ͬͯͳ͍

    View Slide

  21. &$ͱ'BSHBUFͷྉۚൺֱ
    1࣌ؒ͋ͨΓͷඅ༻ൺֱ ($/hour)
    ap-northeast-1 ΦϯσϚϯυ
    RI /
    Compute Savings Plans
    ׂҾ཰
    EC2
    C5.large
    0.107 0.063
    શֹલ෷͍
    41%
    Fargate
    2vCPU mem4G
    0.12324 0.0961272
    શֹલ෷͍
    22%
    Fargate - EC2 0.01624 0.0331272
    EC2RI→FargateSV
    ໿$24/month * ୆਺෼ߴ͍
    EC2RI→Fargate
    ໿$45/month * ୆਺෼ߴ͍
    ※SVͳ͠

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  22. w $16࢖༻཰ͷ͖͍͠஋Ͱൃಈ͢ΔΦʔτεέʔϧ
    w εέʔϧΞ΢τΠϯ࣌ͷଞλεΫ΁ͷߟྀෆཁʹͳͬͨͷͰ࠾༻
    w ىಈʹT͘Β͍ͷόοϑΝ͕ඞཁͳͷͰॠؒతͳεύΠΫʹऑ͍ʜ
    ఆৗతͳλεΫ਺ݮΒͨ͠෼ͷεύΠΫରࡦ͸ΦʔτεέʔϧͰ

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  23. 'BSHBUFӡ༻Ͱײ͍ͯͨ͡՝୊
    w ΦʔτεέʔϦϯά͕௥͍͔ͭͳ͍
    w ͔ͤͬ͘'BSHBUFԽͯ͠Φʔτεέʔϧग़དྷΔΑ͏ʹͳͬͨ
    w ϐʔΫ࣌ؒʹϨΠςϯγҧ൓Ξϥʔτ͕ग़࢝Ίͨ ຖ൩ώϠώϠ

    w ݟΔͱΦʔτεέʔϧൃಈͯ͠Δ͕ॳಈʹ௥͍͍͍ͭͯͳ͍
    w $16τϦΨͷTఔͷىಈόοϑΝͩͱͪΐͬͱ஗͍
    w අ༻͕&$࣌୅ͱൺ΂Δͱߴࢭ·Γ͍ͯͨ͠
    w λεΫ਺ΛݮΒͯ͠ɺ4BWJOHT1MBOTΛ࢖ͬͯ΋·ͩߴ͍
    w ಉ͡αʔϏεΛӡ༻͢ΔͳΒඅ༻͸গͳ͍ͷ͕ਖ਼ٛͰ͢ΑͶ

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  24. ͔ͤͬ͘'BSHBUFΛ࢖͍ͬͯΔͷ͔ͩΒ
    ΋ͬͱ͏·͘εέʔϦϯά͕ग़དྷͳ͍΋ͷ͔

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  25. ΩϟύγςΟϓϥϯχϯάʹର͢Δߟ͑ํͷมԽ
    w ϐʔΫτϥϑΟοΫΛ҆શʹࡹ͚ΔΩϟύγςΟΛ༻ҙ
    w ҆શͳαʔϏεӡ༻ͷͨΊʹ༨෼ͳඅ༻Λࢧ෷͏
    w &$όοΫΤϯυͰ΋'BSHBUF࢖ͬͯ΋͜ͷߟ͑ͰαʔϏεӡ༻͍ͯͨ͠
    25
    50
    75
    100
    0࣌ 3࣌ 6࣌ 9࣌ 12࣌ 15࣌ 18࣌ 21࣌ 24࣌
    ΩϟύγςΟ ར༻Ωϟύ

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  26. ΩϟύγςΟϓϥϯχϯάʹର͢Δߟ͑ํͷมԽ
    w ैྔ՝ۚΛ׆͔ͨ͠ಈతͳΩϟύγςΟίϯτϩʔϧ΁
    w Ϣʔβ͕ଟ͍࣌ʹ͸ଟ͘ͷϦιʔεΛߏ͑গͳ͘ͳͬͨΒϦιʔεΛ࠷খԽ
    w ඞཁͳϦιʔεΛඞཁͳ͚࣌ͩ༻ҙͦ͠ͷରՁΛࢧ෷͏ͷ͕Ϋϥ΢υͷݪ఺
    25
    50
    75
    100
    0࣌ 3࣌ 6࣌ 9࣌ 12࣌ 15࣌ 18࣌ 21࣌ 24࣌
    ΩϟύγςΟ ར༻Ωϟύ

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  27. ΩϟύγςΟϓϥϯχϯάʹର͢Δߟ͑ํͷมԽ
    w ैྔ՝ۚΛ׆͔ͨ͠ಈతͳΩϟύγςΟίϯτϩʔϧ΁
    w Ϣʔβ͕ଟ͍࣌ʹ͸ଟ͘ͷϦιʔεΛߏ͑গͳ͘ͳͬͨΒϦιʔεΛ࠷খԽ
    w ඞཁͳϦιʔεΛඞཁͳ͚࣌ͩ༻ҙͦ͠ͷରՁΛࢧ෷͏ͷ͕Ϋϥ΢υͷݪ఺
    25
    50
    75
    100
    0࣌ 3࣌ 6࣌ 9࣌ 12࣌ 15࣌ 18࣌ 21࣌ 24࣌
    ΩϟύγςΟ ར༻Ωϟύ
    &$4Ͱ࣮ݱ͍ͨ͠

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  28. &$4λʔήοτ௥੻4FSWJDF"VUP4DBMMJOH
    w &$4ଆͰλεΫඞཁ਺Λಈతʹίϯτϩʔϧͯ͘͠ΕΔػೳ
    w &$44FSWJDFͷฏۉ$16࢖༻཰
    w &$44FSWJDFͷฏۉϝϞϦ࢖༻཰
    w &$44FSWJDFʹඥͮ͘"-#ͷλεΫ͋ͨΓͷϦΫΤετ਺
    w ͜Ε·Ͱ΋εύΠΫରࡦʹ࢖͍ͬͯͨ
    w εέʔϧΞ΢τ༻ʹฏۉ$16࢖༻཰τϦΨͰൃಈ

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  29. ฏۉ$16࢖༻཰Λ௥੻͢Δ4FSWJDF"VUP4DBMMJOHڍಈ
    λεΫඞཁ਺: 10
    CPU࢖༻཰39%

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  30. ฏۉ$16࢖༻཰Λ௥੻͢Δ4FSWJDF"VUP4DBMMJOHڍಈ
    λεΫඞཁ਺: 10
    CPU࢖༻཰39%
    ϦΫΤετ਺૿
    CPU࢖༻཰55%

    View Slide

  31. ฏۉ$16࢖༻཰Λ௥੻͢Δ4FSWJDF"VUP4DBMMJOHڍಈ
    λεΫඞཁ਺: 10
    CPU࢖༻཰39%
    λεΫඞཁ਺: 15
    CPU࢖༻཰38.5%
    ϦΫΤετ਺૿
    CPU࢖༻཰55%

    View Slide

  32. ฏۉ$16࢖༻཰Λ௥੻͢Δ4FSWJDF"VUP4DBMMJOHڍಈ
    λεΫඞཁ਺: 10
    CPU࢖༻཰39%
    λεΫඞཁ਺: 15
    CPU࢖༻཰38.5%
    ϦΫΤετ਺૿
    CPU࢖༻཰55%

    ϦΫΤετ਺ݮ
    CPU࢖༻཰20%

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  33. ฏۉ$16࢖༻཰Λ௥੻͢Δ4FSWJDF"VUP4DBMMJOHڍಈ
    λεΫඞཁ਺: 10
    CPU࢖༻཰39%
    λεΫඞཁ਺: 15
    CPU࢖༻཰38.5%
    ϦΫΤετ਺૿
    CPU࢖༻཰55%

    CPU࢖༻཰Λࢦఆ஋ʹऩଋ͢ΔΑ͏ʹ
    λεΫ਺Λίϯτϩʔϧ
    ϦΫΤετ਺ݮ
    CPU࢖༻཰20%

    λεΫඞཁ਺: 5
    CPU࢖༻཰30%
    ※࠷௿਺·ͰεέʔϧΠϯ

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  34. &$4λʔήοτ௥੻4FSWJDF"VUP4DBMMJOHͷڍಈ
    w ͖͍͠஋Λ௒͑ͨ࣌ʹεέʔϧΞ΢τ͢Δػೳͱଊ͍͑ͯͨ
    ͕
    w ࣮͸ɺ͖͍͠஋ʹऩଋ͢ΔͨΊʹεέʔϧΠϯΞ΢τ͢Δػ
    ೳͩͬͨ

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  35. &$4λʔήοτ௥੻4FSWJDF"VUP4DBMMJOHͷڍಈ
    w ͖͍͠஋Λ௒͑ͨ࣌ʹεέʔϧΞ΢τ͢Δػೳͱଊ͍͑ͯͨ
    ͕
    w ࣮͸ɺ͖͍͠஋ʹऩଋ͢ΔͨΊʹεέʔϧΠϯΞ΢τ͢Δػ
    ೳͩͬͨ
    ˠಈతͳΩϟύϓϥΛ࣮ݱग़དྷΔػೳͩͱ͍͏ؾ͖ͮ

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  36. &$4λʔήοτ௥੻4FSWJDF"VUP4DBMMJOHͷཪଆͷ࢓૊Έ
    w $MPVE8BUDI"MBSN͕ηοτ͞ΕͯͦΕΛݩʹεέʔϧ൑ఆ
    w ʲεέʔϧΞ΢τ൑ఆʳ෼ؒ࿈ଓ͖͍͠஋ҧ൓
    w ʲεέʔϧΠϯ൑ఆʳ෼ؒ࿈ଓ͖͍͠஋ʹऩଋ
    w εέʔϧΠϯ·Ͱͯ͘͠ΕΕ͹අ༻ͷ՝୊Λղܾग़དྷΔ
    w ैྔ՝ۚΛ࠷େʹ׆͔ͨ͢Ίʹ໷ؒ͸࠷௿ݶͷϦιʔεͰΧόʔ

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  37. &$4λʔήοτ௥੻4FSWJDF"VUP4DBMMJOHͷઃఆͷצॴ
    w εέʔϧΠϯ·Ͱߟ͑Δ࣌͸͖͍͠஋͸গ͠ΏΔΊʹ͢Δ
    w αʔϏεͷੑ࣭ʹΑΔ͕ɺ$16Ҏ্ͩͱεύΠΫʹ଱͑Εͳ͍͔΋
    w ίωώτͰ͍͏ͱ͍ͩͿΏΔΊͰ΋අ༻࡟ݮʹΠϯύΫτ͕ग़͍ͯΔ
    w ಋೖ࣌͸ෛՙࢼݧ΋͘͠͸ΏΔ͍͖͍͠஋͔ΒڍಈΛ֬ೝ

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  38. &$4λʔήοτ௥੻4FSWJDF"VUP4DBMMJOHͷઃఆ஋
    ߲໨ ಺༰ ίωώτͰͷઃఆ஋
    λʔήοτ஋
    ௥੻ͨ͠ϝτϦΫεͰͷ͖͍͠஋
    (ฏۉCPU/ฏۉϝϞϦ/λεΫ͋ͨΓͷreq਺)
    αʔϏεͷੑ࣭ʹΑΓ
    ݕূ͠ͳ͕Βద੾ͳᮢ஋ΛೖΕΔ
    εέʔϧΞ΢τ
    Ϋʔϧμ΢ϯظؒ
    εέʔϧΞ΢τͨ͠ޙͷ଴ػ࣌ؒ
    (͜ͷؒ͸࿈ଓͰεέʔϧΞ΢τ͸ൃಈ͠ͳ͍)
    60s
    (ෛՙ࣌͸ຖ෼εέʔϧΞ΢τ)
    εέʔϧΠϯ
    Ϋʔϧμ΢ϯظؒ
    εέʔϧΠϯͨ͠ޙͷ଴ػ࣌ؒ
    (͜ͷؒ͸࿈ଓͰεέʔϧΠϯ͸ൃಈ͠ͳ͍)
    900s
    (Ώͬ͘Γॖୀͯ͠΄͍͠ͷͰ)
    εέʔϧΠϯͷແޮԽ On/OffͰεέʔϧΠϯΛߦ͏͔Ͳ͏͔ ࠓճͷ໨తͩͱOff

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  39. ՝୊ʹରͯ͠ͲΜͳ݁Ռʹͳ͔ͬͨ

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  40. ࠶ܝ
    'BSHBUFӡ༻Ͱײ͍ͯͨ͡՝୊
    w ΦʔτεέʔϦϯά͕௥͍͔ͭͳ͍
    w ϐʔΫ࣌ʹϨΠςϯγҧ൓Ξϥʔτ͕ग़࢝Ίͨ ຖ൩ώϠώϠ

    w ݟΔͱΦʔτεέʔϧൃಈͯ͠Δ͕ॳಈʹ௥͍͍͍ͭͯͳ͍
    w අ༻͕&$࣌୅ͱൺ΂Δͱߴࢭ·Γ͍ͯͨ͠
    w λεΫ਺ΛݮΒͯ͠ɺ4BWJOHT1MBOTΛ࢖ͬͯ΋·ͩߴ͍
    w ಉ͡αʔϏεΛӡ༻͢ΔͳΒඅ༻͸গͳ͍ͷ͕ਖ਼ٛͰ͢ΑͶ

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  41. ϐʔΫલͷ༨༟Λ࣋ͬͨεέʔϧΞ΢τΛ࣮ݱ
    w ϐʔΫ࣌ʹͨ·ʹग़͍ͯͨϨΠςϯγΞϥʔτ͕ͳ͘ͳͬͨ
    w ࣄલʹे෼ͳλεΫΛߏ͑ΔͷͰ'BSHBUFىಈ͕஗͍ӨڹΛड͚ͳ͍

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  42. 'BSHBUFͷඅ༻͕ݮ
    w ෛՙʹԠͨ͡ಈతͳεέʔϦϯάͰฏۉλεΫىಈ਺͕
    w ϐʔΫ࣌ؒʹൺ΂ͯՋͳ࣌ؒͷํ͕ଟ͍ͷͰλεΫ਺ͷ࠷దԽʹ੒ޭ
    w ݻఆ஋࣌୅ΑΓ΋҆ఆՔಇ͔ͭίετ࡟ݮΛ࣮ݱ

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  43. ݱࡏͷ&$4º'BSHBUFӡ༻
    w 'BSHBUFԽ͍ͯ͠ΔαʔϏε͸΄΅ϝϯςෆཁͰӡ༻
    w 'BSHBUFΤʔδΣϯτͷWରԠ͸͋ΔͷͰͰ͸ͳ͍
    w ϐʔΫ࣌ؒଳͷεέʔϧ΋Ξϥʔτͳ͘উखʹ΍ͬͯ͘ΕͯΔײ͡
    w අ༻΋'BSHBUFಋೖ࣌ʹൺ΂ͯେ෯ʹ࡟ݮ
    w ฏۉλεΫՔಇ਺͕Լ͕ͬͨͷͰैྔ՝ۚͷԸܙΛͦͷ··ड͚Δ
    w 4BWJOHT1MBOTͰׂҾͷԸܙΛड͚Δ
    w εςʔδϯά΍Ұ෦ͷόονͰ͸'BSHBUF4QPUͰେ෯ͳίετΧοτ

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  44. &$4º&$ͷίϯϏ΋༻్ʹΑͬͯ࢖͍ͬͯΔ
    w DSPO༻్ͷίϯςφ͸&$όοΫΤϯυͰಈ͔͍ͯ͠Δ
    w DSPOతͳεέδϡʔϧىಈ͕ඞཁͳ΋ͷ͸ىಈ଎౓ʹར͕͋ΔͷͰ&$
    w %PDLFSϨΠϠΩϟογϡΛ࢖͑ΔͷͰQVMM଎͍ىಈ଎͍

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  45. ·ͱΊ
    ΞʔΩςΫνϟ/߲໨ ӡ༻ίετ අ༻ ϙΠϯτ
    EC2όοΫΤϯυ
    ˚
    લड़ͷEC2ӡ༻
    ˕
    Reserved,SpotInstanceΛར༻
    Φʔτεέʔϧ͕ෳࡶͳͷͰɺϐ
    ʔΫτϥϑΟοΫ*਺ഒʹ଱͑͏
    ΔΫϥελ(EC2)Λ༻ҙ
    Fargate ˕
    ˚
    SavingsPlansΛར༻
    λεΫ਺ݮΒ͠EC2όοΫΤϯυ
    ͱಉ͘͡Β͍ͷඅ༻ײ
    RI,Spotͱൺֱ͢Δͱߴ͍ͷͰɺϐ
    ʔΫτϥϑΟοΫʹ଱͑͏ΔΑ͏
    λεΫݮΒ͢+Φʔτεέʔϧ(஗
    ͍ͱ͍͏՝୊ײ)
    Fargate
    ×
    λʔήοτ௥੻
    ServiceAutoScalling
    ˕ ˕
    λεΫ਺੍ޚΛECSʹҕ೚ɻ
    ฏۉతͳλεΫ਺ͷ࡟ݮʹ੒ޭ͠
    අ༻ѹॖ

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  46. ·ͱΊ
    ΞʔΩςΫνϟ/߲໨ ӡ༻ίετ අ༻ ϙΠϯτ
    EC2όοΫΤϯυ
    ˚
    લड़ͷEC2ӡ༻
    ˕
    Reserved,SpotInstanceΛར༻
    Φʔτεέʔϧ͕ෳࡶͳͷͰɺϐ
    ʔΫτϥϑΟοΫ*਺ഒʹ଱͑͏
    ΔΫϥελ(EC2)Λ༻ҙ
    Fargate ˕
    ˚
    SavingsPlansΛར༻
    λεΫ਺ݮΒ͠EC2όοΫΤϯυ
    ͱಉ͘͡Β͍ͷඅ༻ײ
    RI,Spotͱൺֱ͢Δͱߴ͍ͷͰɺϐ
    ʔΫτϥϑΟοΫʹ଱͑͏ΔΑ͏
    λεΫݮΒ͢+Φʔτεέʔϧ(஗
    ͍ͱ͍͏՝୊ײ)
    Fargate
    ×
    λʔήοτ௥੻
    ServiceAutoScalling
    ˕ ˕
    λεΫ਺੍ޚΛECSʹҕ೚ɻ
    ฏۉతͳλεΫ਺ͷ࡟ݮʹ੒ޭ͠
    අ༻ѹॖ
    'BSHBUFͷϝϦοτΛ׆༻ͯ͠
    ӡ༻ෛՙΛۃྗ௿͘ίϯςφӡ༻͢Δ͜ͱ͕
    &$4Λબ୒͢ΔڧΈͩͱߟ͍͑ͯΔ

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  47. ίωώτͰ͸ΤϯδχΞੵۃ࠾༻தͰ͢ʂ
    ڵຯ͕͋Δํɺ΋ͬͱ࿩Λฉ͍ͯΈ͍ͨͱࢥ͏ํ͕͍·ͨ͠Β
    8BOUFEMZܦ༝΋͘͠͸
    ɹɹ!TIOBHBJ·Ͱ͝࿈བྷ͍ͩ͘͞
    ͍͞͝ʹએ఻

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  48. Thank you!
    © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved.
    In Partnership with
    ίωώτגࣜձࣾ
    ӬҪউҰ࿠(shnagai)

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