fluct-migrate-aws-from-on-premises

by Takuya Nishigori

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ΦϯϓϨϛε -> AWSҠߦʹΑΔ ίετɾύϑΥʔϚϯε࠷దԽઓུ ɹɹɹɹɹɹɹɹ case fluct

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

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

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

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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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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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͜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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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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ΦϯϓϨϛεΛ࢖͍ଓ͚Δ͜ͱʹΑΔ ݱঢ়ҡ࣋ͱ՝୊ղܾͷδϨϯϚ

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

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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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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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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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ͳͥ ΦϯϓϨϛεͰͳ͘ ଞͷΫϥ΢υαʔϏεͰ΋ͳ͘ AWSͳͷ͔

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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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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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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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AWSҠߦ࣮ݱ΁ͷίετݕূ

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

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

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2020೥7݄ɺΦϯϓϨϛε͔ΒAWS΁ͷҠߦΛܾஅ

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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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ʮͦΕͰɺҠߦ͸͏·͍ͬͨ͘ͷ͔ʁʯ

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ܭ ը Ͳ ͓ Γ

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Ϧϑτ & γϑτ

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࣮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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޿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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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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޿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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Graviton2 ରԠͷલ౗͠ ʮ͍ͭΧοͱͳͬͯʯ

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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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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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͍ͪ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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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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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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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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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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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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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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;Γ͔͑ͬͯ

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

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͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠