$30 off During Our Annual Pro Sale. View Details »

サーバーレスで負荷試験を行う必要性と実践的プラクティスの紹介/slsdays-tokyo-2023

 サーバーレスで負荷試験を行う必要性と実践的プラクティスの紹介/slsdays-tokyo-2023

Serverless Operations

September 25, 2023
Tweet

More Decks by Serverless Operations

Other Decks in Programming

Transcript

  1. αʔόʔϨεͰ


    ෛՙࢼݧΛߦ͏ඞཁੑͱ


    ࣮ફతϓϥΫςΟεͷ঺հ


    4FSWFSMFTT0QFSBUJPOT
    4POV,JN

    View Slide

  2. αʔόʔϨεͰ
    Ϋϥ΢υͷՁ஋Λ࠷େݶʹ
    Serverless Operations ͸͜Ε·ͰάϩʔόϧͷୈҰઢͰ
    ഓ͖ͬͯͨΫϥ΢υٕज़ɺΞϚκϯ΢ΣϒαʔϏε
    ʢ"84ʣͷ๛෋ͳ࣮੷ͱ஌ݟΛ׆͔͠ɺ͓٬͞·ͷ
    αʔόʔϨεʹؔ͢Δ͞·͟·ͳ՝୊Λղܾ͠·
    ͢ɻ
    ձࣾ঺հ
    serverless.co.jp

    View Slide

  3. ΞδΣϯμ
    ෛՙࢼݧͱ͸Կ͔
    ஫ҙࣄ߲
    ෛՙࢼݧπʔϧͷ঺հͱ׆༻
    αʔόʔϨεͳϫʔΫϩʔυʹɺͳͥෛՙࢼݧΛߦ͏ͷ͔

    View Slide

  4. ෛՙࢼݧͱ͸ʁ
    ಛఆͷ৚݅ԽͰγεςϜ΍ϫʔΫϩʔυʹٖࣅతͳෛՙΛ༩͑ͯॲཧೳྗΛଌఆ͠ɺ
    ࣮ӡ༻ʹ଱͑ΒΕΔ͔Ͳ͏͔ΛϦϦʔεલʹݕূ͢Δςετ
    ޿ൣғͰෛՙࢼݧͱݴ͍ͬͯΔ͕ɺ໨తͱ಺༰ʹԠͯ͡ෳ਺ͷΞϓϩʔν͕͋Δ
    ෛՙʢ-PBEʣςετ
    ετϨεʢ4USFTTʣςετɺεύΠΫʢ4QJLFʣςετ
    ଱ٱʢ&OEVSBODF4PBLʣςετ

    View Slide

  5. ෛՙࢼݧͱ͸ʁ
    ߴෛՙঢ়ଶͰͷੑೳݕূ
    ɾԠ౴࣌ؒʢ̋̋ඵҎ಺ʣ
    ɾεϧʔϓοτʢσʔλ఻ૹྔ౳ʣ
    ࣌ؒ
    ཁٻ

    View Slide

  6. ෛՙࢼݧͱ͸ʁ
    γεςϜ͕ॲཧͰ͖Δʮݶքʯɺ
    ૝ఆΛ௒͑ͨෛՙ͕དྷͨ৔߹ͷݕূ
    ࣌ؒ
    ཁٻ

    View Slide

  7. ෛՙࢼݧͱ͸ʁ ཁٻ͕ʮ୹࣌ؒʯͰɺ
    ʮٸܹʹʯ૿Ճ͢Δ৔߹ͷݕূ
    ࣌ؒ
    ཁٻ

    View Slide

  8. ෛՙࢼݧͱ͸ʁ
    ࣌ؒ
    ཁٻ
    ௕ظؒͷՔಇͰ΋ɺ҆ఆͨ͠
    ੑೳ΍઀ଓ͕ҡ࣋Ͱ͖Δ͔ݕূ

    View Slide

  9. ͳͥෛՙࢼݧΛߦ͏ͷ͔
    ҰൠతʹෛՙࢼݧΛߦ͏ཧ༝
    αʔόʔϨεͰෛՙࢼݧΛߦ͏ඞཁ͕͋ΔͩΖ͏͔ʁ
    γεςϜɾΞʔΩςΫνϟͷݶք
    ຊ൪Λܴ͑ΔͨΊͷ༧ߦ࿅श
    τϥϑΟοΫ͕େ͖ͳϫʔΫϩʔυͷݕূ

    View Slide

  10. αʔόʔϨεͰෛՙࢼݧΛߦ͏ཧ༝̍ɿίετ
    αʔόʔϨεΞʔΩςΫνϟͷྉۚߏ੒͸࣮ߦ୯ҐͰͷैྔ՝੍ۚ
    ܭࢉ͕ෳࡶͰɺίετͷ༧ଌ΍ݟੵ͕೉͍͠

    View Slide

  11. ίετ഑෼λάΛઃఆͯ͠ෛՙࢼݧΛ࣮ࢪɺίετΛൃੜͤ͞Δ
    ೔ͷඅ༻
    ϲ݄ͷඅ༻
    ೔ఔ౓ܦա͢Ε͹ɺ$PTU&YQMPSFS͔Βίετ഑෼λάͰϑΟϧλϦϯάͰ͖Δ
    ͔͚ͨෛՙͱಉ͡ྔͷτϥϑΟοΫ͕ৗ࣌ൃੜ͍ͯ͠Δ৔߹ͷίετ͕ਖ਼֬ʹΘ͔Δ
    ʮQBZBTZPVHPʯ
    ࢖༻ྔʹԠͯ͡มಈ͢ΔಛੑΛ
    ར༻ͯ͠༧ଌ͢Δ

    View Slide

  12. αʔόʔϨεͰෛՙࢼݧΛߦ͏ཧ༝̎ɿ্ݶ؇࿨ਃ੥Λߦ͏ͱ͖ͷݕূ
    "84ΛؚΊɺΫϥ΢υͷαʔϏεʹ͸ར༻ྔͷ্ݶ΍੍ݶ͕ઃ͚ΒΕ͍ͯΔ
    ্ݶ؇࿨ਃ੥Λߦͬͯ૿΍͢͜ͱ͕Ͱ͖Δͱͨ͠ΒɺԿͷαʔϏεͷɺͲͷ੍ݶΛɺ
    Ͳ͜·Ͱ৳͹ͤ͹ྑ͍ͩΖ͏͔ʁ
    %ZOBNP%#ͷαʔϏεΫΦʔλͷྫ ෳࡶԽͨ͠ߏ੒ͷྫ

    View Slide

  13. ϘτϧωοΫ΍ؾ͖ͮʹ͍͘໰୊఺Λૣظൃݟ
    ߏ੒ཁૉ͕૿͑ͯෳࡶԽ͢Δ
    ΄Ͳɺऑ఺΍ϘτϧωοΫʹ
    ؾ͖ͮʹ͍͘ *P5%FWJDF *P53VMF
    424
    -BNCEB
    -BNCEB
    -BNCEB
    4
    %ZOBNP%#
    %FWJDF4IBEPX
    "QQ4ZOD
    8FC
    %BTICPBSE
    ݸผαʔϏεͷ੍ݶࣄ߲Λ͢
    ΂ͯࣄલʹ೺Ѳͯ͠ରԠ͢Δ
    ͜ͱ͸ɺݱ࣮తʹ೉͍͠

    View Slide

  14. ϘτϧωοΫ΍ؾ͖ͮʹ͍͘໰୊఺Λૣظൃݟ
    ෛՙΛ͔͚ͯΈͯɺ੍ݶʹ
    Ҿ͔͔ͬΔ෦෼ΛϦϦʔεલ
    ʹؾ͍ͮͯରԠͰ͖Δ *P5%FWJDF *P53VMF
    424
    -BNCEB
    -BNCEB
    -BNCEB
    4
    %ZOBNP%#
    %FWJDF4IBEPX
    "QQ4ZOD
    8FC
    %BTICPBSE
    αʔϏε্ݶ؇࿨ਃ੥Λߦ͏
    ͱ͖ͷઆ໌ͱɺ্ݶ؇࿨Λઆ
    ໌͢Δཧ༝Λ۩ମతͳσʔλ
    ʹج͍ͮͯઆ໌͢Δ͜ͱ͕Ͱ
    ͖Δ

    500@."/:@3&26&454

    View Slide

  15. ϘτϧωοΫ΍ؾ͖ͮʹ͍͘໰୊఺Λૣظൃݟ
    ෛՙΛ͔͚ͯΈͯɺ੍ݶʹ
    Ҿ͔͔ͬΔ෦෼ΛϦϦʔεલ
    ʹؾ͍ͮͯରԠͰ͖Δ *P5%FWJDF *P53VMF
    424
    -BNCEB
    -BNCEB
    -BNCEB
    4
    %ZOBNP%#
    %FWJDF4IBEPX
    "QQ4ZOD
    8FC
    %BTICPBSE
    αʔϏε্ݶ؇࿨ਃ੥Λߦ͏
    ͱ͖ͷઆ໌ͱɺ্ݶ؇࿨Λઆ
    ໌͢Δཧ༝Λ۩ମతͳσʔλ
    ʹج͍ͮͯઆ໌͢Δ͜ͱ͕Ͱ
    ͖Δ

    View Slide

  16. αʔόʔϨεͰෛՙࢼݧΛߦ͏ཧ༝̏ɿ࠷దԽͱνϡʔχϯά
    ಉ͡ߏ੒Ͱ΋ɺͨͱ͑͹"84-BNCEBͷىಈʹؔͯ͠΋ࡉ͔͘ઃఆ͕ߦ͑Δ
    ࠷దͳύϑΥʔϚϯεΛ࣮ݱ͢ΔͨΊʹɺෛՙࢼݧ݁ՌΛݟͯνϡʔχϯάΛߦ͏͜ͱ͕͓͢͢Ί
    -BNCEB
    -BNCEB
    -BNCEB
    424

    View Slide

  17. ෛՙࢼݧͷ݁Ռ͔Β࠷దԽΛߦ͏ͨΊͷखஈΛߟ͑Δ
    ίʔϧυελʔτͷ͕࣌ؒؔ܎͢Δ͜ͱ΋͋ΔͷͰɺෳ਺ճ࣮ࢪͯ֬͠ೝ͢Δ
    ϦϦʔε௚ޙʹεύΠΫ࣌ͷύϑΥʔϚϯεΛ҆ఆ͍ͤͨ͞৔߹
    1SPWJTJPOFE$PODVSSFODZͷઃఆ΋ݕ౼͢Δ

    View Slide

  18. ෛՙࢼݧ͸ʮܭըʯͱʮ݁ՌʯΛηοτͰه࿥Λ࢒͓ͯ͘͠
    ෛՙࢼݧ͸ʮ໨తʯʹΑͬͯ΍Γํ΍ݕূ
    ͢Δ಺༰͕มΘͬͯ͘ΔͷͰɺܭըΛݴޠ
    Խͯ͠࡞੒͢Δ͜ͱ͕ඞཁ
    ΍Γํ΍૝ఆ՝୊ɺ্ݶ؇࿨ਃ੥͕ඞཁʹ
    ͳΔαʔϏεΛࣄલʹߟ͓͑ͯ͘
    අ༻ݟੵͷͨΊͷλΪϯά΍ܭࢉํ๏Λ
    ֬ೝ͢Δ
    ෛՙࢼݧͷ໨తʢੑೳʁεύΠΫʁʣ
    ଌఆɾݕূํ๏
    ద༻͢ΔϢʔεέʔεɺγφϦΦ
    ෛՙΛ͔͚Δྔɺճ਺ɺස౓ɺ࣌ؒ
    අ༻ͷ֓ࢉݟੵɺλά࢓༷
    ૝ఆ՝୊ɾ্ݶ؇࿨ର৅
    ෛՙࢼݧͷܭը

    View Slide

  19. ෛՙࢼݧ͸ʮܭըʯͱʮ݁ՌʯΛηοτͰه࿥Λ࢒͓ͯ͘͠
    ෛՙࢼݧ݁Ռ͸ϞχλϦϯάͰ͖ΔΑ͏ʹ
    ϝτϦοΫεɺϩάɺτϨʔγϯάπʔϧ
    ౳Λ༻ҙ͓ͯ͘͠ʢ˞ա৒ʹσʔλΛग़ྗ
    ͠ͳ͍Α͏ʹ஫ҙʣ
    ෛՙࢼݧͷͨΊͷ؀ڥΛผ్༻ҙͯ͠طଘ
    γεςϜʹӨڹ͠ͳ͍Α͏ʹ
    ૝ఆ՝୊ͷ݁Ռͱ৽ͨʹݟ͔ͭͬͨ՝୊ͷ
    ରԠํ๏Λݕ౼
    ݁ՌͷαϚϦʔ
    ໰୊͕ى͖ͨ৔߹͸ͦͷৄࡉ
    ෛՙͷɺճ਺ɺස౓ɺ࣌ؒʹԠͨ͡
    ۩ମతͳूܭσʔλ
    අ༻ͷ࣮ଌσʔλ
    ૝ఆ՝୊ɾ্ݶ؇࿨ର৅ͷ֬ೝ
    ෛՙࢼݧͷܭը
    ՝୊ͷղܾํ๏Λݕ౼

    View Slide

  20. ෛՙࢼݧπʔϧͷબఆ
    "QBDIF+.FUFS
    -0$645
    4FSWFSMFTTBSUJMMFSZ
    %JTUSJCVUFE-PBE5FTUJOHPO"84

    View Slide

  21. ෛՙࢼݧπʔϧͷجຊతͳߏ੒
    .BTUFS$POUSPMMFS 8PSLFST
    5BSHFU

    View Slide

  22. ෛՙࢼݧπʔϧͷৄࡉͳߏ੒ྫ
    *P54JNVMBUPSXJUI'BVMU*OKFDUJPO-PBE5FTUJOH
    XJUI-PDVTUPO"NB[PO&$4
    ૢ࡞ͷͨΊͷ8FC6*ͱςετΫϥΠΞϯτ
    ͷΫϥελʔͰߏ੒͞Ε͍ͯΔ
    )551͚ͩͰͳ͘.255ͷෛՙࢼݧ΋αʔ
    όʔϨεͰରԠ
    ߏ੒ྫͰ͸&$4Λར༻͍ͯ͠Δ͕ɺΧελ
    ϜΫϥΠΞϯτͰ-BNCEBΛར༻͢Δ͜ͱ
    ΋Մೳ

    View Slide

  23. %JTUSJCVUFE-PBE5FTUJOHPO"84
    αʔόʔϨεߏ੒Ͱɺ"84ެࣜαΠτ͔Β
    $MPVE'PSNBUJPOςϯϓϨʔτΛల։ͯ͢͠
    ͙ߏஙͰ͖Δ
    ૢ࡞ͷͨΊͷ 8FC 6* ͱ&$4 'BSHBUFͷς
    ετϫʔΧʔͰߏ੒͞Ε͍ͯΔ
    ެࣜͷઆ໌͕खް͘ɺ+.FUFSͰ࡞੒ͨ͠
    γφϦΦΛྲྀ༻Ͱ͖ΔͷͰར༻͠΍͍͢

    View Slide

  24. %JTUSJCVUFE-PBE5FTUJOHPO"84
    γφϦΦλΠϓͷબ୒߲໨
    4JOHMF)551&OEQPJOU
    +.FUFS
    3BNQ6Q΍ෛՙ࣋ଓ࣌ؒɺ
    ಉ࣮࣌ߦ਺౳ͷઃఆΛߦ͏

    View Slide

  25. %JTUSJCVUFE-PBE5FTUJOHPO"84
    +.FUFSͰ࡞੒ͨ͠γφϦΦΛΞοϓ
    ϩʔυͯ͠ར༻͢Δ͜ͱ΋Մೳ

    View Slide

  26. %JTUSJCVUFE-PBE5FTUJOHPO"84
    ςετ݁ՌͷαϚϦʔͱ314ͳͲ͕
    8FC6*͔Β͙֬͢ೝͰ͖Δ

    View Slide

  27. ஫ҙࣄ߲
    ҰൠతͳݕূͰ͸ɺ͍͖ͳΓେྔͷෛՙΛ͔͚ͳ͍
    ʢ ͱ͍͏Α͏ʹগͣͭ͠૿΍͠ͳ͕Βݕূʣ
    ϩά΍τϨʔγϯά౳͸ɺෛՙࢼݧʹΑΓྉ͕ۚ૿͑ΔՄೳੑ͕͋Δ఺
    ಛʹϩάʹؔͯ͠͸ɺ&3303Ϩϕϧʹ͢ΔͳͲͷ޻෉Λߦ͏
    ࿈ܞγεςϜʹӨڹΛ༩͑ΔΑ͏ͳ৔߹͸ɺࣄલʹϞοΫԽ͢ΔͳͲͷରԠ͕ඞཁ
    ෛՙࢼݧ
    πʔϧ
    ։ൃதͷ
    γεςϜ
    ࣾ಺γεςϜ΍֎෦4BB4ͳͲ

    View Slide

  28. ஫ҙࣄ߲
    "84ͷྫͰ͸ωοτϫʔΫ؍఺ͳͲͰࣄલਃ੥͕ඞཁͳέʔε͕͋ΔͨΊɺ
    ࣄલʹυΩϡϝϯτΛಡΜͰ಺༰Λ֬ೝ͓ͯ͘͠
    IUUQTBXTBNB[PODPNKQFDUFTUJOH ODI@MT

    View Slide

  29. serverless.co.jp

    View Slide