Upgrade to Pro — share decks privately, control downloads, hide ads and more …

人工知能は WEBサーバの暗闇を救う 松本亮介 #ipsjone / JPSJ-ONE 2016 matsumotory

人工知能は WEBサーバの暗闇を救う 松本亮介 #ipsjone / JPSJ-ONE 2016 matsumotory

Webサービスのシステム管理で疲弊している人々を救いたい話

MATSUMOTO Ryosuke

March 13, 2016
Tweet

More Decks by MATSUMOTO Ryosuke

Other Decks in Technology

Transcript

  1. Πϯλʔωοτͱӡ༻ٕज़ʢ*05ʣݚڀձ
    2016/03/12 ৘ใॲཧֶձ ୈ78ճશࠃେձ IPSJ-ONE 2016
    ਓ޻஌ೳ͸
    8αʔόͷ҉ҋΛٹ͏
    GMOϖύϘגࣜձࣾ
    γχΞɾϓϦϯγύϧΤϯδχΞ
    MATSUMOTO, Ryosuke
    @matsumotory

    View full-size slide

  2. ϖύϘ෱Ԭͷ8FCαʔϏε
    ϨϯλϧαʔόʢສαΠτ਺ʣ
    υϝΠϯऔಘ ϋϯυϝΠυϚʔέοτ

    View full-size slide

  3. 8FCαʔϏε΁ͷෆຬ
    ஋ஈ͕ߴ͍
    ͭͳ͕Βͳ͍ද͕ࣔ஗͍
    ͜ͷ8FCαʔϏε͸࢖͑ͳ͍
    4/4֦ࢄͰ͋ͬͱ͍͏ؒʹධ൑͕མͪΔ࣌୅

    View full-size slide

  4. շదʹར༻Ͱ͖ͯ౰ͨΓલ
    ͷੈք

    View full-size slide

  5. 8FCαʔόӡ༻͕େม

    View full-size slide

  6. ؂ࢹͷᮢ஋ઃఆ͸೉͍͠

    View full-size slide

  7. Ұ࣌తͳߴෛՙ͸ແࢹ͍ͨ͠
    αʔόͷϦιʔε࢖༻ྔ





    ࣌ؒ

    ແࢹ͍ͨ͠

    View full-size slide

  8. ܏޲͕มԽ͢Δߴෛՙ͸༧ଌ͍ͨ͠
    αʔόͷϦιʔε࢖༻ྔ





    ࣌ؒ

    Ͱ͖Δ͚ͩ͸΍͘༧ଌ͍ͨ͠

    View full-size slide

  9. ਖ਼ৗʹݟ͑ΔҟৗΛݕ஌͍ͨ͠
    αʔόͷϦιʔε࢖༻ྔ





    ࣌ؒ

    ༧ଌ͍ͨ͠
    ࣮͸ҟৗ͕ൃੜ͍ͯ͠Δ࣌఺

    View full-size slide

  10. ਓͷ໨ʢखʣʹΑΔӡ༻͕ඞཁ
    Ͱ΋ࣗಈͰ੍ޚ͍ͨ͠

    View full-size slide

  11. ਓ޻஌ೳతΞϓϩʔν

    View full-size slide

  12. ߟ͑ํ
    αʔό΍γεςϜʹ͸ಛ௃͕͋Δ͸ͣ
    αʔόͷಛ௃ͷ௨ৗঢ়ଶΛֶश͓ͯ͘͠
    ௨ৗঢ়ଶ͔Β֎Εͨঢ়ଶΛղੳ͢Δ
    ࿈ଓతʹ֎Εͨঢ়ଶΛҟৗͷ͸͡·Γͱ͢Δ
    σʔλϚΠχϯάͷ؍఺͔ΒมԽ఺ݕग़

    View full-size slide

  13. 8FCαʔόͷҟৗঢ়ଶΛ
    ༧ଌͯࣗ͠ಈͰ੍ޚ

    View full-size slide

  14. ֤छج൫ٕज़͸׬੒
    8FCαʔόઃఆΛϓϩάϥϜԽ
    ˞
    ઃఆϓϩάϥϜʹΑͬͯࣗ༝ʹಛ௃ྔΛҾ͖ग़ͤΔ
    ઃఆϓϩάϥϜͱ04ͷϦιʔε੍ޚΛ࿈ܞ
    ˞
    αʔόઃఆϓϩάϥϜ͕04ͷϦιʔεΛ௚઀੍ޚͰ͖Δ
    ޙ͸্هͷٕज़ؒͰಛ௃ྔͷఆٛͱղੳ͕ඞཁ
    มԽ఺ݕग़ͷख๏͸طʹޮ཰ͷΑ͍΋ͷ͕ز͔ͭ͋Δ˞
    ˞দຊ྄հ Ԭ෦णஉ NPE@NSVCZεΫϦϓτݴޠͰߴ଎͔ͭলϝϞϦʹ֦ுՄೳͳ8FCαʔόͷػೳ֦ுࢧԉػߏ ৘ใॲཧֶձ࿦จࢽɼ7PM /P QQ /PW
    ˞3ZPTVLF.BUTVNPUP 3FTPVSDF$POUSPM"SDIJUFDUVSFGPSB8FC4FSWFS4FQBSBUJOH$PNQVUFS3FTPVSDFT7JSUVBMMZBU&BDI)5513FRVFTU 3VCZ,BJHJ 4FQ
    ˞+5BLFVDIJBOE,:BNBOJTIJ l"6OJGZJOH'SBNFXPSLGPS%FUFDUJOH0VUMJFSTBOE$IBOHF1PJOUTGSPN5JNF4FSJFT z*&&&USBOTBDUJPOTPO,OPXMFEHFBOE%BUB&OHJOFFSJOH
    QQ

    View full-size slide

  15. ಛ௃ྔͷఆٛͱղੳ

    View full-size slide

  16. ෳ਺σʔλͷؔ܎ੑ͕ॏཁ

    View full-size slide

  17. ಛ௃ྔ"ͷ࣌ܥྻσʔλ
    ಛ௃ྔͷσʔλ஋





    ࣌ؒ

    ҟৗ͕ى͖ͯΔʁ
    ͜ͷσʔλͰ͸Α͘෼͔Βͳ͍
    ࣮͸ҟৗ͕ى͖͍ͯΔ࣌఺

    View full-size slide

  18. ಛ௃ྔ#ͷ࣌ܥྻσʔλ
    ಛ௃ྔͷσʔλ஋





    ࣌ؒ

    ҟৗ͕ى͖ͯΔʁ

    View full-size slide

  19. "ͱ#ͷ૬ؔؔ܎ΛݟΔ
    ಛ௃ྔͷσʔλ஋





    ࣌ؒ

    ҟৗ͕ى͖ͯͦ͏ʂ

    View full-size slide

  20. "ͱ#ͷ૬ؔؔ܎ͷ࣌ܥྻσʔλ
    ˞
    ಛ௃ྔͷσʔλ஋





    ࣌ؒ

    ҟৗʢมԽʣ͕ى͖ͯΔʂʂ
    ˞দຊ྄հ τϥϑΟοΫಛ௃ྔͷ૬ؔಛੑΛ༻͍ͨҟৗݕग़ ฏ੒೥౓ଔۀݚڀൃදձ ೥݄

    View full-size slide

  21. ؔ܎ੑΛ؂ࢹ͠
    ࣗݾͰ࠷దԽ͢Δٕज़

    View full-size slide

  22. ͜ͷٕज़͕໨ࢦ͢γεςϜͱ
    ༧૝͢Δੈք

    View full-size slide

  23. γεςϜ͕ੜ໋ͱͳΓ͏Δੈք
    αʔό͕༗ػతʹͭͳ͕ΓৼΔ෣͏ੈք
    ࡉ๔ͷΑ͏ʹৼΔ෣͍ೖΕସΘΓ૿৩͢Δαʔό
    αʔό಺෦ͷ؂ࢹͱ࠷దԽͷந৅౓ΛߴΊΔ
    ֤αʔό΍γεςϜͷؔ܎ੑΛϚΫϩʹࣗݾ؂ࢹ
    ؔ܎ੑ͔Βҟৗݕ஌͠࠷దԽ͢ΔγεςϜ͕ඞਢ

    View full-size slide

  24. ͳΊΒ͔ͳγεςϜ

    View full-size slide

  25. ֤εςοϓͰͷؔ܎ੑΛද͢ಛ௃ྔΛ
    γεςϜ͕ࣗಈͰΞοϓσʔτͯ͠શ
    ମ࠷దԽ͢ΔγεςϜ

    View full-size slide

  26. ͳΊΒ͔ͳγεςϜ
    ؔ܎ੑ؂ࢹ
    ࣗಈ੍ޚ
    ؔ܎ੑ؂ࢹ
    ࣗಈ੍ޚ
    ؔ܎ੑ؂ࢹ
    ࣗಈ੍ޚ
    ؔ܎ੑ؂ࢹ
    ࣗಈ੍ޚ
    ؔ܎ੑ؂ࢹ
    ࣗಈ੍ޚ
    ؔ܎ੑ؂ࢹ
    ࣗಈ੍ޚ
    ؔ܎ੑ؂ࢹ
    ࣗಈ੍ޚ
    ϓϩηε
    04
    γεςϜ

    View full-size slide

  27. ਓؒΛ8FCαʔϏεͷγεςϜ؅ཧ͔Β։์͠ɺՈ଒ͱա
    ࣌ؒ͢͝΍ɺٕज़Λ΋ͬͱਐԽͤ͞ΔͨΊͷ࣌ؒΛ૿΍͢ɻ
    ͦΕΒ͕Ճ଎ͨ݁͠ՌɺͳΊΒ͔ͳγεςϜΛػց͕؅ཧ͠ɺ
    ਓ͕ؒ༡ΜͰ฻ΒͤΔੈք͕࣮ݱՄೳͱͳΔ͔΋͠Εͳ͍ɻ
    ͨͩ͠ɺͦΕ͕޾͔ͤͲ͏͔͸෼͔Βͳ͍ɻ

    View full-size slide