fluct-migrate-aws-from-on-premises

「AWSへのマイグレーションのその先に ～リフト＆シフトからのクラウド最適化～」でのfluct事例発表

"Engineers in VOYAGE ― 事業をエンジニアリングする技術者たち"
第一章 fluct の続きのお話

※ 2021年11月開催の Engineers in CARTA vol.1 #AWS にて資料を一部更新しました

Transcript

1. ΦϯϓϨϛε -> AWSҠߦʹΑΔ
   ίετɾύϑΥʔϚϯε࠷దԽઓུ
   ɹɹɹɹɹɹɹɹ case fluct
   

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2. ࣗݾ঺հ
   @_nishigori
   גࣜձࣾ fluct (CARTA HOLDINGS ͷάϧʔϓձࣾ
   )
   
   ։ൃຊ෦ ΤϯδχΞ
   ○ SRE (Site Reliability Engineering
   )
   
   ○ Release Engineerin
   g
   
   ○ Ϗϧυ৬ਓ
   ○ ΞϓϦέʔγϣϯίʔυ΋ಡΈॻ͖
   ○ AWS͸ fluct ೖࣾޙʹ৮Γ࢝Ίͨ
   

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

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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 …
   

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

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

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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
   

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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
   

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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
    

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11. ΦϯϓϨϛεΛ࢖͍ଓ͚Δ͜ͱʹΑΔ
    ݱঢ়ҡ࣋ͱ՝୊ղܾͷδϨϯϚ
    

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

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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
    

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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
    

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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
    

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

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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
    

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25. 2020೥7݄ɺΦϯϓϨϛε͔ΒAWS΁ͷҠߦΛܾஅ
    

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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
    

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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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