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fluct-migrate-aws-from-on-premises

 fluct-migrate-aws-from-on-premises

Takuya Nishigori

June 03, 2021
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  1. ΦϯϓϨϛε -> AWSҠߦʹΑΔ
    ίετɾύϑΥʔϚϯε࠷దԽઓུ
    ɹɹɹɹɹɹɹɹ case fluct

    View Slide

  2. ࣗݾ঺հ
    @_nishigori
    גࣜձࣾ fluct (CARTA HOLDINGS ͷάϧʔϓձࣾ
    )

    ։ൃຊ෦ ΤϯδχΞ
    ○ SRE (Site Reliability Engineering
    )

    ○ Release Engineerin
    g

    ○ Ϗϧυ৬ਓ
    ○ ΞϓϦέʔγϣϯίʔυ΋ಡΈॻ͖
    ○ AWS͸ fluct ೖࣾޙʹ৮Γ࢝Ίͨ

    View Slide

  3. Outline
    ○ αʔϏεɾߏ੒ͷྺ࢙
    ○ ݱঢ়ҡ࣋ͱ՝୊ղܾͷδϨϯϚ
    ○ ͳͥAWSͳͷ͔
    ○ ݕূɺܾஅ
    ○ ͍͟ɺϦϑτ & γϑτ
    ○ ;Γ͔͑Γ

    View Slide

  4. About fluct
    גࣜձࣾ fluc
    t

    “גࣜձࣾ
    fl
    uct͸ʮϝσΟΞͷ੒௕Λڞ૑͢ΔʯΛϛογϣϯʹWebϝσΟ
    Ξ΍εϚʔτϑΥϯΞϓϦʹର͠ɺSSP(Supply-Side Platform)ʮ
    fl
    uctʯͱࠃ
    ಺Ͱ3ࣾͷΈೝఆΛड͚ͨʮαΠτӡӦऀ޲͚Googleೝఆύʔτφʔʯͱ͠
    ͯɺʮDoubleClick Ad ExchangeʯͷಋೖٴͼίϯαϧςΟϯάΛߦ͏ϝσΟ
    ΞϚωλΠζࢧԉࣄۀΛ࣠ͱͨ͠ΞυςΫϊϩδʔΧϯύχʔͰ͢ɻ


    https://corp.
    fl
    uct.jp/


    fluct SSP (Supply Side Platform
    )

    WebαΠτ΍ωΠςΟϒΞϓϦͳͲͷഔମʹ࠷దͳ޿ࠂΛࣗಈ
    Ͱ഑৴͠ɺ޿ࠂऩӹΛ࠷େԽ͢ΔͨΊͷαʔϏεΛఏڙ
    ○ RTB (Real Time Bidding
    )

    ○ etc …

    View Slide

  5. About fluct SSP
    RTB (Real-Time Bidding)
    τϥϑΟοΫͷਖ਼ମ͔Βߟ͑ΔΞυςΫͷ໘ന͞: https://techlog.voyagegroup.com/entry/adtech-traffic

    View Slide

  6. About fluct SSP
    RTB (Real-Time Bidding)
    τϥϑΟοΫͷਖ਼ମ͔Βߟ͑ΔΞυςΫͷ໘ന͞: https://techlog.voyagegroup.com/entry/adtech-traffic

    View Slide

  7. About fluct SSP
    γεςϜʹٻΊΒΕΔੈք
    ○ ߴτϥϑΟοΫʢ݄ؒ2000ԯճҎ্ͷ޿ࠂϦΫΤετʣ
    ○ ௿ϨΠςϯγ
    ○ ʢεέʔϥϏϦςΟʣ
    ޿ࠂ഑৴αʔόʔʢ޿ࠂΛબͿ໾ׂʣ
    ͸ಠཱՔಇ
    ○ αʔόʔҟৗ͕αʔϏεʹۃྗӨڹΛ༩͑ͳ͍ঢ়ଶʹ
    ○ ނো࣌ʹ͸ࣗಈͰαʔϏεΞ΢τ
    ○ ΦϯϓϨϛεɾAWSͷϋΠϒϦουͳ഑ஔ
    ○ ಠཱ͍ͯ͠ΔͷͰ৔ॴΛબ͹ͳ͍
    ○ ΦϯϓϨϛε͸ৗ࣌਺ඦ୆
    ○ AWS͸਺े~ ਺ඦ୆ʹΦʔτεέʔϧ
    ௿ϨΠςϯγͱ҆ఆੑΛੜΉΞʔΩςΫνϟ - SSPͷݱ৔ʹֶͿɺߴՄ༻ੑͷͭ͘Γํ: https://eh-career.com/engineerhub/entry/2019/07/12/103000

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  8. ϋΠϒϦουͳߏ੒ʹࢸΔ·Ͱ
    ○ αʔϏεϩʔϯν౰ॳ͸ΦϯϓϨϛεͷΈʢ਺୆ʣ
    ○ ΦϯϓϨϛεαʔόʔௐୡ·ͰͷຒΊ߹ΘͤͰAWSར༻Λ͸͡Ίͨ
    ○ ౰࣌ͷ༧૝Λ௒͑ΔτϥϑΟοΫ૿
    ○ ޿ࠂ഑৴γεςϜ͸ΦϯϓϨϛεো֐࣌ͷୀආઌͱͯ֬͠อ
    ○ ωοτϫʔΫػثো֐ͰɺશϦΫΤετΛAWSʹৼͬͨաڈ΋
    Engineers in VOYAGE - ࣄۀΛΤϯδχΞϦϯά͢Δٕज़ऀͨͪ: https://www.lambdanote.com/products/engineers-in-voyage
    About fluct SSP

    View Slide

  9. ͜ͷൃද͸ɺ
    ॻ੶ ʮEngineers in VOYAGEʯ
    ୈҰষ “fluct — ޿ࠂ഑৴ͷ෣୆ཪͷٕज़ऀͨͪ


    ͷଓ͖ͷ෺ޠͰ͢
    Engineers in VOYAGE - ࣄۀΛΤϯδχΞϦϯά͢Δٕज़ऀͨͪ: https://www.lambdanote.com/products/engineers-in-voyage
    About fluct SSP

    View Slide

  10. γεςϜͷॅΈ෼͚
    ○ 30લޙͷαϒγεςϜ͕ଘࡏ
    ○ ։ൃ؀ڥ΍ࢼ࡞ΞϓϦέʔγϣϯ͸ओʹAWSͰ
    TCO (Total Cost of Ownership) ͷ؍఺
    ○ ༧ଌՄೳͳγεςϜෛՙ͸ΦϯϓϨϛεͰ
    ○ ʰn೥ઌ΋ಉن໛ͷ޿ࠂ഑৴Λ͍ͯ͠ΔͩΖ͏ʱ
    ○ ༧ଌෆՄೳͳྨ͸AW
    S

    ○ ৽͍͠Ϗδωενϟϯε
    ○ ಥൃతͳ˓˓
    About fluct SSP
    2019೥౰࣌ͷfluct γεςϜશମ

    View Slide

  11. ΦϯϓϨϛεΛ࢖͍ଓ͚Δ͜ͱʹΑΔ
    ݱঢ়ҡ࣋ͱ՝୊ղܾͷδϨϯϚ

    View Slide

  12. ݱঢ়ҡ࣋ͱ՝୊ղܾͷδϨϯϚ
    ֦େ͍ͯ͘͠γεςϜ
    ○ ৽αʔϏεͷϩʔϯν
    ○ ෳࡶੑΛ૿͢޿ࠂۀք
    ○ ࠓ·Ͱ༧ଌՄೳͩͬͨൣғ΋༧ଌෆՄೳʹ
    ○ ϋʔυ΢ΣΞߪೖͷݮՁঈ٫଱༻೥਺
    ○ 3೥ઌ? 5೥ઌʁಡΈͮΒ͘ͳ͖ͬͯͨ
    ○ ॊೈੑͷ௿Լʹܨ͕Γ͔Ͷͳ͍
    2019೥౰࣌ͷfluct γεςϜશମ

    View Slide

  13. ݱঢ়ҡ࣋ͱ՝୊ղܾͷδϨϯϚ
    Ϋϥ΢υαʔϏεͷ੒௕଎౓͕໨·͙Δ͍͠
    ○ γεςϜͷઃܭ͕ϋʔυ΢ΣΞͰݶఆ͞Εͨ͘ͳ͍
    ΦϯϓϨϛεʹڧ͍ਓࡐΛܧଓతʹ֫ಘͰ͖Δͷ͔
    ○ ৽ଔɺ΋͸΍Ϋϥ΢υωΠςΟϒੈ୅
    ○ ΩϟϦΞܗ੒ͱͷΪϟοϓ͕ੜ·ΕΔ͜ͱ΋
    ○ ࣮͸ΦϯϓϨϛεࣄۀऀ΋ͦ͏…ʁʢԱଌʣ
    ○ අ༻Ҏ֎ʹ͔͔Δർฐ
    ○ ॻྨରԠ
    ○ αϙʔτ͔Βͷి࿩
    ○ etc …

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  14. ݱঢ়ҡ࣋ͱ՝୊ղܾͷδϨϯϚ
    ࣮ࡍͣͬͱ೰ΜͰ·ͨ͠
    ○ 5೥΄Ͳ೰ΜͰ͸ͷ܁Γฦ͠
    ○ ೥ʹҰ౓͸ग़Δʮશ෦Ϋϥ΢υʹҠΔͷ͸Ͳ͏ͩΖ͏ʁʯ
    ○ ͱ΋͋ΕɺΦϯϓϨϛεͷ΄͏͕·͍ͩ҆…ʁ
    ○ ʢ͋ΕʁΦϯϓϨϛεͷ΄͏͕ো֐ස౓ଟ͘ͳ͍…ʁʣ
    ○ λΠϛϯά͸͍͕ͭద੾ͳͷ͔
    ○ ͍ͣΕશͯΫϥ΢υαʔϏεͷ৐Δ͔΋͠Εͳ͍͕
    ○ ݮՁঈ٫ͷλΠϛϯάɺϥοΫ͝ͱʹόϥόϥ
    ○ ʮAWSͰ΋ผͷۤ࿑͕ੜ·ΕΔͰ͠ΐʁʯ

    View Slide

  15. զʑ͕΍Γ͍ͨ͜ͱ͸Կͳͷ͔
    ࣄۀͷ੒௕଎౓Λམͱ͞ͳ͍બ୒Λ
    ○ ෳࡶԽ͢Δ޿ࠂࣾձ΁ɺٕज़ΛؚΊͨదԠ
    ○ ւ֎ͷࢢ৔֫ಘ
    ࣄۀ๊͕͑Δ໰୊ղܾ΁ͷۙಓΛ
    ○ ΑΓιϑτ΢ΣΞͷ։ൃʹ஫ྗ͍ͨ͠
    ○ શͯͷΤϯδχΞ͕AWSʹ৮ΕΔঢ়گ͸͖ͭͬͯͨ͘
    ○ ʮΠϯϑϥʯͱ͍͏۠ผΛ࣋ͨͳ͍ੈք΁
    ○ ʢ΋ͪΖΜ N/W ஌ࣝ౳͕ඞཁͳ͍ͱ͍͏બ୒Ͱ͸ͳ͍ʣ

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  16. ͳͥ
    ΦϯϓϨϛεͰͳ͘
    ଞͷΫϥ΢υαʔϏεͰ΋ͳ͘
    AWSͳͷ͔

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  17. αϙʔτͷखް͞ͱ૬ੑ
    ○ ΤϯλʔϓϥΠζαϙʔτܖ໿
    ○ ஸೡɻ޿ࠂۀքपΓͷ͜ͱ΋ৄ͍͠୲౰ऀ
    ○ Slack Ͱͷίϛϡχέʔγϣϯ
    ○ ϥϑͳฐࣾελΠϧʹ߹Θͤͯ΋Β͍͑ͯΔ
    ○ Ϩε͸΍͍
    νʔϜ͕AWSʹ׳Ε͍ͯΔ
    ○ νʔϜͰ৽نɾະ࢖༻ʢAWSʣαʔϏε΋Ωϟον
    Ξοϓ͢Δ౔৕͕Ͱ͖ͨ͜ͱ΋ىҼ
    ○ Ϋϥ΢υαʔϏεͰ͸AWS͕Ұ൪େ͖ͳن໛Ͱѻͬͯ
    ͍ΔʢҰ෦γεςϜͰ͸ผͷΫϥ΢υαʔϏεΛར༻
    ͳͥAWSͳͷ͔

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  18. AWS EC2 Graviton Processor (Graviton2
    )

    "Amazon EC2 C5 ΠϯελϯεΑΓ΋ɺ࠷େ 40ˋ ߴ͍ίετ
    ύϑΥʔϚϯεΛൃش͠·͢
    "

    https://aws.amazon.com/jp/ec2/graviton/


    https://aws.amazon.com/jp/about-aws/whats-new/2020/06/


    ○ Architecture = arm6
    4

    ○ ϋϠΫφϧʂʂʂϠεΫφϧʂʂʂ
    AWS Migration Acceleration Program: https://aws.amazon.com/jp/migration-acceleration-program/
    ͳͥAWSͳͷ͔

    View Slide

  19. AWS Migration Acceleration Program (MAP
    )

    ○ AWSͷΫϥ΢υҠߦϓϩάϥϜ
    ○ 2019೥ͷ re:Invent Ͱ΋ηογϣϯτϥοΫ͋Γ
    ○ https://youtu.be/lR27wRbmzoo


    ○ Ҡߦ४උͷͨΊͷϓϩάϥϜ΋༻ҙ͞Ε͍ͯΔʢMRPʣ
    ○ ϑΟʔυόοΫͰز͔ͭࢪࡦఏҊΛ͍͍ͨͩͨ
    ○ ن໛ʹΑͬͯ͸Ҡߦର৅ͷAWSར༻ྉΫϨδοτ͕෇༩
    ○ ͜Ε͕ʢૣʑʹʣҠߦ͢ΔܾΊखʹʂ
    AWS Migration Acceleration Program: https://aws.amazon.com/jp/migration-acceleration-program/
    ͳͥAWSͳͷ͔

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  20. AWSҠߦ࣮ݱ΁ͷίετݕূ

    View Slide

  21. ΦϯϓϨϛεͷ୆਺ʢεϖοΫʣͷ··
    AWSʹҠߦ͠ͳ͍
    ○ AutoScalingͷͨΊͷϝτϦΫεʢe.g. CPU Usageʣ
    Λແཧͳ͍ൣғͰฏΒʹ͢Δ
    ○ ෛՙࢼݧͱطଘͷ؀ڥͰ࣮஍ݕূ
    AWSҠߦݕূ

    View Slide

  22. ঈ٫ࢼࢉ ͱ AWSར༻ྉΫϨδοτ
    ○ ࢒฽ՁͱAWS MAP࣮ࢪͰ෇༩͞ΕͨΫϨδοτͷֹۚਪҠͷܭࢉ
    ○ ࢒฽Ձ͕େ͖͍͏ͪ͸ΦϯϓϨϛε΋Ҿ͖ଓ͖Քಇ
    ○ ঈ٫ظ͕ؒ༨ͬͯͯ΋Ҡߦ׬਱ͨ͠΄͏͕ϝϦοτ͕େ͖͍
    ΦϯϓϨϛεҡ࣋ͷ··Ͱ͍ͬͨ৔߹ͱൺֱ
    ○ গ҆͘͠ͳΓͦ͏
    ○ ࢼࢉͷஈ֊Ͱ͸҆͘ͳΔ͜ͱ͚ͩ෼͔Ε͹͍͍Ԙകʹ
    ○ ίετ࡟ݮ͸Ҡߦ໨ॲͷ͍ͭͨޙʹूதతʹߦ͍ͬͯ͘
    AWSҠߦݕূ

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  23. FYI: ͦͷ΄͔ͷׂҾࢪࡦ
    ʢಉΠϕϯτͰઆ໌͕͋ΔͨΊׂѪʣ
    ○ Reserved Instanc
    e

    ○ fluct Ͱ͸ߪೖͯ͠΋1೥୯Ґ
    ○ Saving Plan
    s

    ○ Spot Instanc
    e

    ○ https://aws.amazon.com/jp/ec2/spot/instance-advisor/


    ○ ҠߦظؒதʹEC2 Instanceྉ͕ۚ҆͘ͳΔ͔΋…ʁʢظ଴
    AWSҠߦݕূ
    AWS΁ͷϚΠάϨʔγϣϯͷͦͷઌʹ ʙϦϑτˍγϑτ͔ΒͷΫϥ΢υ࠷దԽʙ: https://pages.awscloud.com/JAPAN-event-OE-Migration-20210603-reg-event.html

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  24. εέδϡʔϧ
    ○ AWSҠߦΛܾஅ͢Δલʹطʹ৽نߪೖ͍ͯͨ͠
    ○ Ϧϛοτ͸ΦϯϓϨϛεଆͷαʔόʔอकظݶͱಉ͡
    ○ ༨༟Λ࣋ͬͨεέδϡʔϧʹ
    ○ ͳΔ΂͘͸΍͘Ҡߦ͢Δ
    ○ AWSҠߦ֎ͷ༧ظͤ͵Πϕϯτʹࠨӈ͞Εͳ͍
    AWSҠߦݕূ
    ૝ఆͨ͠େ·͔ͳεέδϡʔϧ

    View Slide

  25. 2020೥7݄ɺΦϯϓϨϛε͔ΒAWS΁ͷҠߦΛܾஅ

    View Slide

  26. ΤϯδχΞͷ൑அɻձࣾͷܾஅ
    ͜͜·ͰશͯΤϯδχΞνʔϜͷ൑அ
    ○ ܦӦਞ΁ͷઆ໌͸ผ్ߦͬͨʢ੔ཧ͍ͭͰʹʣ
    ○ ໾һձٞͰ΋ʢCTO͕?ʣ͍͍ײ͡ʹઆ໌ͯ͘͠Εͨ΋Α͏
    ○ ద੾ͳݖݶҠৡ
    ○ ೚ͤͯ΋Β͍ͬͯΔ
    ○ Ή͠ΖΦϯϓϨϛεߪೖ౳Ͱͷ᜛ٞӠʑ͸ϒϩοΫཁૉͩͬͨͷͰ͸
    ○ νʔϜͰ ΦϯϓϨϛε V.S. AWS ͱ͍ͬͨਪਐରཱ͸ੜ·Εͳ͔ͬͨ
    ○ ߹ཧతͳཧ༝͕͋Ε͹ͦΕΛબ୒͢΂͖
    ○ Α͘΋ѱ͘΋ݻ͍ࣥͯ͠ͳ͍ʢΑ͍ʣ
    Ҡߦͷܾஅ
    Engineers in VOYAGE - ࣄۀΛΤϯδχΞϦϯά͢Δٕज़ऀͨͪ: https://www.lambdanote.com/products/engineers-in-voyage

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  27. ʮͦΕͰɺҠߦ͸͏·͍ͬͨ͘ͷ͔ʁʯ

    View Slide

  28. ܭ
    ը
    Ͳ
    ͓
    Γ

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  29. Ϧϑτ & γϑτ

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  30. ࣮ࡍ͸̏ਓͰҠߦ
    ○ ෦ॺͷΤϯδχΞ͸30໊લޙ
    ○ ࿹ྗ͸େࣄ
    ○ ͜ͷ3໊͡Όͳͯ͘΋͍ͣΕ୭͔͕΍͔ͬͨ΋
    ○ ۩ମతʹ͸1೥Ҏ಺ͰશͯҠߦ͢Δ໨ॲΛݐͯΔ໨ඪ
    ○ Ҡߦޙ͸AWS࠷దԽ΁޲͚ͯγϑτʢޙड़ʣ
    ○ ΦϯϓϨϛεͷϥοΫఫୀʢ෺ཧͰӡͿʣ͸৽ଔͷ໘ʑͱҰॹʹ
    ○ ΤϯδχΞਓੜͰ෺ཧ৮Δ࠷ޙͷػձ͔΋
    Ϧϑτˍγϑτ

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  31. ޿ࠂ഑৴αʔόʔͷҠߦ
    ○ ݩʑͷϋΠϒϦουߏ੒ΛঃʑʹAWSʹൺ཰Ҡಈ
    ○ Route53 Record > weigh
    t

    ○ EC2 Instance++ (AutoScaling
    )

    ○ EC2 Instance family ͸ C5d serie
    s

    ○ σΟεΫॻ͖ࠐΈ͕ଟ͍ͷͰ Ephemeal-Dis
    k

    ○ ಉλΠϛϯάͰ Root EBS Λ gp2 ͔Β gp3 ΁
    Ϧϑτˍγϑτ

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  32. ॲཧΛ෦෼తʹEC2͔Β੾Γग़͠
    ○ CRON JOB, ϩάऩू etc


    ○ ϦΫΤετॲཧΛछผ͠ECS, Lambda౳΁Ҡߦ
    ○ ΤϯυϙΠϯτϨϕϧͰͷ੾Γ෼͚
    ○ ϚωʔδυαʔϏεͷར༻
    ○ DynamoDB, Kinesis Data Stream,


    ○ ೰ΈϙΠϯτ͸౎౓AWSαϙʔτʹ૬ஊ
    ○ ઌͷݮՁঈ٫λΠϛϯάΛΈͯΏͬ͘Γ࣮ࢪ
    Ϧϑτˍγϑτ
    ϞϊϦε͔ΒϚΠΫϩαʔϏε΁ ― ϞϊϦεΛਐԽͤ͞Δ࣮ફҠߦΨΠυ: https://www.oreilly.co.jp/books/9784873119311/

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  33. ޿ࠂ഑৴αʔόʔ͸ϞϊϦεҡ࣋
    ○ ϞδϡϥʔϞϊϦεͰͷ޻෉ͱݱঢ়
    ○ monorepo؅ཧ
    ○ ಠࣗͷฒྻϏϧυγεςϜ
    ○ ̍೔ʹ਺ճͷϦϦʔε
    ○ ਺छྨ͋Δ޿ࠂ഑৴αʔόʔͰ͍ͪΞϓϦέʔ
    γϣϯͷσϓϩΠ͕஗ΕΔ͜ͱ͸ك
    ○ ϨΠςϯγʔΛԿΑΓؾʹ͢Δʢ਺msͷੈքʣ
    ○ ෼ղΑΓ΋݁߹ʹΑΔར఺Λڗड
    ○ ϞχλϦϯά߲໨͸೔ʑ૿Ճத
    ͱ͸ݴ͑ɺద੾ͳ෼ղ୯ҐΛ౎౓໛ࡧ͍ͯ͠Δ
    Ϧϑτˍγϑτ
    ϞϊϦε͔ΒϚΠΫϩαʔϏε΁ ― ϞϊϦεΛਐԽͤ͞Δ࣮ફҠߦΨΠυ: https://www.oreilly.co.jp/books/9784873119311/

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  34. Graviton2 ରԠͷલ౗͠
    ʮ͍ͭΧοͱͳͬͯʯ

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  35. Graviton2 ରԠͷલ౗͠
    ○ Apple Silicon (M1 Mac) ొ৔΋͋Γ
    ○ ։ൃ؀ڥͷ arm64 ରԠ΋߹ΘͤͨରԠΛ
    ○ x86_64 ͱฒྻՔಇ͠ͳ͕ΒҠߦ
    ○ ࠷ऴతʹ͸࣮஍ݕূ
    ○ ͍ͭͰ΋ϩʔϧόοΫՄೳʹ
    ○ ޿ࠂ഑৴αʔόʔͷϕʔεAMI͸ࣗલϏϧυ
    ○ RockyLinux 8.
    4

    ○ Kernel Update (like amazon-linux-extras kernel-ng
    )

    ○ Install SSM Agent, AWS CL
    I

    ○ etc…
    Ϧϑτˍγϑτ
    x86_64 ͔Β arm64 ΁༷ࢠݟ͠ͳ͕Β੾ΓସΘΔ༷ࢠ

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  36. Multi Architecture Support for Graviton
    2

    https://github.com/aws/aws-graviton-getting-started


    ○ RPM ύοέʔδ
    ○ aarch64ެࣜఏڙ͕ແ͍΋ͷ͸ࣗલϏϧυ
    ○ Puppet manifest (Configuration Management)
    ○ ΞϓϦέʔγϣϯίʔυͷରԠ
    ○ fluctͷίʔυϨϕϧͰ͸΄΅มߋͳ͠
    ○ ϏϧυγεςϜ (Makefile) ͰࠩҟΛٵऩ
    ○ ΞʔΩςΫνϟ͝ͱʹArtifact Λ ฒߦϏϧυ
    ○ s3://xxxxx/fluct-xxx-aarch64.tar.g
    z

    ○ s3://xxxxx/fluct-xxx-x86_64.tar.g
    z

    ○ Amazon ECR Image (docker buildx)
    Ϧϑτˍγϑτ

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  37. ͍ͪΞϓϦέʔγϣϯͰGraviton2ҠߦલޙͷίετਪҠʢCost Explorerʣ
    ޿ࠂ഑৴αʔόʔ͸શͯGraviton2΁Ҡߦ
    ○ ͋ͱ͸ΦϯϓϨϛεଆͷঈ٫ʹ߹Θͤͯਵ࣌ൺ཰มߋ
    ύϑΥʔϚϯε޲্ʹΑΔίετ࡟ݮ
    ○ ϐʔΫ࣌ ඵؒ 3 ~ 5 ສϦΫΤετΛࡹ͖ͭͭ
    ○ Πϯελϯε୆਺͕ C5d ͱൺ΂ 60% ͰՔಇ (C6gd
    )

    ○ Price͸ 30 ~ 40% ࡟ݮʢεϙοτՁ֨มಈ͋Γʣ
    ○ ٯʹ୆਺ͷগͳ͍ʢΠϯελϯε਺୆ͷʣαϒγεςϜͰ
    ͸ͦ͜·Ͱֹۚ͸࡟ݮ͞Εͳ͔ͬͨ
    Ϧϑτˍγϑτ

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  38. Spot by NetAp
    p

    “Going beyond cloud analytics and recommendations,
    Spot by NetApp automates and optimizes your cloud
    infrastructure in AWS, Azure or Google Cloud to deliver
    SLA-backed availability and performance at the lowest
    possible cost.” - https://docs.spot.io/


    Case fluc
    t

    ○ AWSͰҰ޻෉ඞཁͳ෦෼Λ୅ସར༻
    ○ EC2, ECS on EC2 ͷεϙοτΠϯελϯε؅ཧ
    ○ Cost Analyzing for Multi Clou
    d

    Ϧϑτˍγϑτ

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  39. Deployment U
    I

    AWS Code γϦʔζͰσϓϩΠج൫Λߏங͢ΔͷͰ͸ͳ͘
    Spot ElastiGroup (ίϯϐϡʔτϦιʔε؅ཧʣΛར༻
    ○ batch size ࢦఆʢn%ͣͭΠϯελϯεೖΕସ͑ʣ
    ○ ࣗಈͰELB΁ͷdetach / attac
    h

    AutoScal
    e

    ○ ϦΫΤετ࣮੷͔Βͷ༧ଌεέʔϦϯά
    ○ %ϕʔεͷΩϟύγςΟࢦఆ
    ○ AWS্Ͱ࣮ݱͤ͞Δʹ͸ Lambda ར༻Λ૝ఆ
    ○ Scheduled Scalin
    g

    ○ னɾ໷ͷϐʔΫ௚લʹઌʹεέʔϧΞ΢τ͍ͯ͠Δ
    ○ ECS on EC2 εέʔϧΠϯ௚લͷࣗಈdraining
    Ϧϑτˍγϑτ
    ഑৴αʔόʔͷσϓϩΠ࣌ͷը໘

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  40. EC2 Spot Request, Spot Instanc
    e

    ○ SpotՁ֨͸ࣗಈௐ੔
    ○ ઓུΛબ୒Մೳʢίετॏࢹɾόϥϯεܕ౳ʣ
    ○ ྫ. AZຖʹ୆਺Λἧ͑Δ
    ○ EC2 Spot InstanceมಈʹΑΔΦϯσϚϯυࣗಈ੾׵͑
    ○ fluct Ͱ͸͢΂ͯεϙοτΠϯελϯεࢦఆ
    ○ C6g εϙοτΠϯελϯεΛ༏ઌ
    ○ ރׇͨ͠৔߹ʹ M6g ͕ར༻͞ΕΔ
    ΦϯσϚϯυൺֱͰׂҾ͞ΕͨྉۚͷҰఆׂ߹Λɺ
    Spot by NetApp ʹࢧ෷͍
    Ϧϑτˍγϑτ
    spot priceߴಅ࣌ɺΦϯσϚϯυΠϯελϯεʹࣗಈͰ੾ΓସΘΔ༷ࢠ

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  41. Continuous Optimization (ܧଓత࠷దԽ)
    ○ ೔ʑͷ։ൃαΠΫϧʹ૊ΈࠐΉ
    ○ ίετਪҠ΋ܧଓతͳܭଌͱվળΛ
    ○ ओཁͳΫϥ΢υαʔϏεͰ΋ಉ͡ΞϓϩʔνΛऔΕΔ
    ○ spot.io Cloud Analyzer
    Ϧϑτˍγϑτ
    https://docs.spot.io/?id=we-fit-in-your-delivery-pipeline

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  42. Ϧϑτˍγϑτ
    FYI: ΍Βͳ͔ͬͨ͜ͱ
    ○ AWS τϨʔχϯά
    ○ शख़౓ʹΑͬͯ͸࣮ࢪ͔ͨ͠΋
    ○ ંΛݟͯ
    ○ OSมߋ
    ○ ·ͣ͸ΦϯϓϨϛεͱಉ͡Ͱ (CentOS վΊ RockyLinux)
    ○ Ubuntu ৐Γ׵͑͸গ͠໎ͬͨʢ͍͔ͭػձ͕͋Ε͹
    ○ ECS ͸ Bottlerocket Ͱͳ͘ Amazon Linuxʢͨͩͷ༷ࢠݟ

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  43. Ϧϑτˍγϑτ
    FYI: ࠓޙ΍Γͦ͏ͳ͜ͱ
    ○ ϚωʔδυαʔϏεʹ৐ΕΔ΋ͷ͸৐Δ
    ○ ʢ͓଴ͪͯ͠·͢ʂʣAmazon TimeStream at Tokyo regio
    n

    ○ Region୯Ґͷো֐࣌ͷϑΣΠϧΦʔόʔʢOsaka Regionʣ
    ○ ʢ͓଴ͪͯ͠·͢ʂʣEC2 Graviton2 at Osaka region

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  44. ;Γ͔͑ͬͯ

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  45. ;Γ͔͑ͬͯ
    AWSʹҠߦͯ͠΋՝୊͕ͳ͘ͳΔ͜ͱ͸ͳ͍
    δϨϯϚ͸ݮΓɺ୅ΘΓʹϙδςΟϒͳ՝୊͕૿͑ͨɻ
    ݁Ռਫ਼ਆతͳෛ୲΋ݮͬͨɻ
    Ҡߦ΋೔ʑͷ։ൃϥΠϑαΠΫϧͷҰ෦
    fluctͷྺ࢙͕มΘͬͨେ͖ͳ੒ՌͷͻͱͭͰ͸͋Δ
    มԽʹڧ͘ͳΔͨΊʹ͸มԽ͚ͭͮ͠Δ
    🐔 🐣

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  46. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠

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