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Google Cloud Next Tokyo 2018

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October 03, 2018
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Google Cloud Next Tokyo 2018

リクルートにおける全社横断データプラットフォームのGCP移行事例

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kensuke.soeda

October 03, 2018
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  1. *OEFY    Ϧ Ϋ ϧ ʔ τ ʹ

    ͓ ͚ Δ Ϗ ο ά σ ʔ λ ׆ ༻    શ ࣾ ԣ அ σ ʔ λ ϓ ϥ ο τ ϑ Υ ʔ Ϝ ͷ ม ભ    Ϩ ί ϝ ϯ σ ʔ γ ϣ ϯ " 1 * ͷ ( $ 1 Ҡ ߦ    # J H 2 V F S Z ্ Ͱ ͷ Ξ υ ϗ ο Ϋ ෼ ੳ ؀ ڥ ߏ ங    Φ ϯ ϓ Ϩ ϛ ε ) B E P P Q ͷ ( $ 1 Ҡ ߦ    ࠓ ޙ ͷ ల ๬
  2. Ϣʔεέʔε Ϋ ϥ Π Ξ ϯ τ Ϣ ồ β

    ồ ू Ί Δ ू Ί Δ ಈ ͔ ͢ ಈ ͔ ͢ ݁ Ϳ ֎෦ू٬ ޿ࠂࢪࡦ ಺෦ू٬ ϝʔϧϚʔέςΟϯά ΫϥΠΞϯ τ֫ಘ ΫϥΠΞϯτۀ຿ࢧԉ Ϛονϯά ਫ਼౓޲্ 6*69վળ UI UX
  3. ଐੑਪఆ ʢঁੑ ୅ ʜʣ Ϣʔεέʔε 6*69վળ ॳճ๚໰ $PPLJF ձһଐੑ"1* ࣍ͷը໘

    ίϯςϯπग़͠෼͚ ॳճ๚໰Ϣʔβʹରͯ͠ɺϦΞϧλΠϜͷ$PPLJF౳ͷ*%Λऩू͠ɺଐ௾ਪ ఆσʔλ͔Β6*ͷύʔιφϥΠθʔγϣϯࢪࡦΛ࣮ࢪ͠ɺ$73͕Ϧϑτ
  4. Ϣʔεέʔε ϝʔϧϚʔέςΟϯά Ҏ্ͷ8FCαʔϏε ձһ*% αʔϏε" αʔϏε# ʜ αʔϏε;  

              ʜ ʜ ʜ ʜ ৽نλʔήοτϢʔβ ʷ ϢʔβҰਓ͋ͨΓͷϝʔϧ݅਺΍ɺ֤αʔϏεͷ഑৴্ݶͳͲͷ੍໿৚݅Λ ·΋Γͳ͕Βɺ࠷΋࠷దͳϝʔϧ഑৴ϓϥϯΛܭࢉ͠ɺࣗಈ഑৴
  5. શࣾԣஅσʔλϓϥοτϑΥʔϜن໛ײ αʔό  αʔό୆਺ ϘϦϡʔϜ  5# σʔλαΠζ ૊৫ମ੍ 

    σʔλϓϥοτϑΥʔϜ ʹؔΘΔਓ਺ ݄ؒΫΤϦ਺    σʔλϓϥοτϑΥʔϜ ʹྲྀΕΔΫΤϦ਺
  6. *OEFY    Ϧ Ϋ ϧ ʔ τ ʹ

    ͓ ͚ Δ Ϗ ο ά σ ʔ λ ׆ ༻    શ ࣾ ԣ அ σ ʔ λ ϓ ϥ ο τ ϑ Υ ʔ Ϝ ͷ ม ભ    Ϩ ί ϝ ϯ σ ʔ γ ϣ ϯ " 1 * ͷ ( , & Ҡ ߦ    # J H 2 V F S Z ্ Ͱ ͷ Ξ υ ϗ ο Ϋ ෼ ੳ ؀ ڥ ߏ ங    Φ ϯ ϓ Ϩ ) B E P P Q ͷ ( $ 1 Ҡ ߦ    ࠓ ޙ ͷ ల ๬
  7. શࣾԣஅσʔλϓϥοτϑΥʔϜͷมભʢʙʣ 8FCαʔϏε ߦಈσʔλ 4 Ϛελσʔλ 8FC αʔό 3%# 3%4 ػցֶश

    %8) "QQT "1*T  αΠτ #* 0UIFS4ZTUFNT /'4 3%# 4 42-*' "QQT ʜ ΞυϗοΫ෼ੳ #*ɾϨϙʔτ ଞγεςϜ࿈ܞ ϝʔϧɾ޿ࠂ ϙΠϯτ෇༩ ΞΠςϜϨίϝϯυ 6*࠷దԽ ηάϝϯτநग़ ޿ࠂ഑৴
  8. શࣾԣஅσʔλϓϥοτϑΥʔϜͷมભʢʙʣ 8FCαʔϏε ߦಈσʔλ 4 Ϛελσʔλ 3%4 ػցֶश %8) "QQT "1*T

    #* 0UIFS4ZTUFNT /'4 3%# 4 42-*' "QQT ʜ ϦΫΤετΛ ࡹ͖͖Εͳ͍ 8FC αʔό 3%#  αΠτ ΞυϗοΫ෼ੳ #*ɾϨϙʔτ ଞγεςϜ࿈ܞ ϝʔϧɾ޿ࠂ ϙΠϯτ෇༩ ΞΠςϜϨίϝϯυ 6*࠷దԽ ηάϝϯτநग़ ޿ࠂ഑৴
  9. શࣾԣஅσʔλϓϥοτϑΥʔϜͷมભʢʙʣ 8FCαʔϏε ߦಈσʔλ 4 Ϛελσʔλ 3%4 ػցֶश %8) "QQT "1*T

    #* 0UIFS4ZTUFNT /'4 3%# 4 42-*' "QQT ʜ (,& /FX /FX /FX 8FC αʔό 3%#  αΠτ ΞυϗοΫ෼ੳ #*ɾϨϙʔτ ଞγεςϜ࿈ܞ ϝʔϧɾ޿ࠂ ϙΠϯτ෇༩ ΞΠςϜϨίϝϯυ 6*࠷దԽ ηάϝϯτநग़ ޿ࠂ഑৴
  10. શࣾԣஅσʔλϓϥοτϑΥʔϜͷมભʢʙʣ 8FCαʔϏε ߦಈσʔλ 4 Ϛελσʔλ 3%4 ػցֶश %8) "QQT "1*T

    #* 0UIFS4ZTUFNT /'4 3%# 4 42-*' "QQT ʜ (,& ௿αʔϏεϨϕϧ 8FC αʔό 3%#  αΠτ ΞυϗοΫ෼ੳ #*ɾϨϙʔτ ଞγεςϜ࿈ܞ ϝʔϧɾ޿ࠂ ϙΠϯτ෇༩ ΞΠςϜϨίϝϯυ 6*࠷దԽ ηάϝϯτநग़ ޿ࠂ഑৴ ߴαʔϏεϨϕϧ
  11. શࣾԣஅσʔλϓϥοτϑΥʔϜͷมભʢʙʣ 8FCαʔϏε ߦಈσʔλ 4 Ϛελσʔλ 3%4 ػցֶश %8) "QQT "1*T

    #* 0UIFS4ZTUFNT /'4 3%# 4 42-*' "QQT ʜ (,& "EIPD %8) #JH2VFSZ /FX 8FC αʔό 3%#  αΠτ ΞυϗοΫ෼ੳ #*ɾϨϙʔτ ଞγεςϜ࿈ܞ ϝʔϧɾ޿ࠂ ϙΠϯτ෇༩ ΞΠςϜϨίϝϯυ 6*࠷దԽ ηάϝϯτநग़ ޿ࠂ഑৴
  12. શࣾԣஅσʔλϓϥοτϑΥʔϜͷมભʢʙʣ 8FCαʔϏε ߦಈσʔλ 4 Ϛελσʔλ 3%4 ػցֶश %8) "QQT "1*T

    #* 0UIFS4ZTUFNT /'4 3%# 4 42-*' "QQT ʜ (,& "EIPD %8) #JH2VFSZ 8FC αʔό 3%#  αΠτ ΞυϗοΫ෼ੳ #*ɾϨϙʔτ ଞγεςϜ࿈ܞ ϝʔϧɾ޿ࠂ ϙΠϯτ෇༩ ΞΠςϜϨίϝϯυ 6*࠷దԽ ηάϝϯτநग़ ޿ࠂ഑৴ &04-ରԠɾ εέʔϥϏϦςΟෆ଍
  13. શࣾԣஅσʔλϓϥοτϑΥʔϜͷมભʢʙ༧ఆʣ 8FCαʔϏε ߦಈσʔλ 4 Ϛελσʔλ 3%4 ػցֶश %8) "QQT "1*T

    #* 0UIFS4ZTUFNT /'4 3%# 4 42-*' "QQT ʜ (,& "EIPD %8) #JH2VFSZ #JH2VFSZ %BUBQSPD ($4 /FX /FX /FX 8FC αʔό 3%#  αΠτ ΞυϗοΫ෼ੳ #*ɾϨϙʔτ ଞγεςϜ࿈ܞ ϝʔϧɾ޿ࠂ ϙΠϯτ෇༩ ΞΠςϜϨίϝϯυ 6*࠷దԽ ηάϝϯτநग़ ޿ࠂ഑৴
  14. શࣾԣஅσʔλϓϥοτϑΥʔϜͷมભ·ͱΊ 2 "1*͕ϦΫΤετΛ ࡹ͖͖Εͳ͘ͳΔ    2 2 2

    2 2 2 2 2 2 2 2 "1*ͷ(,&Ҡߦ ΦϯϓϨ%8)ʹ͓͍ͯɺ௿4-ͳॲཧͱ ߴ4-ͳॲཧͷࠞࡏ͕໰୊ʹ #JH2VFSZ্ʹ"EIPD %8)ߏங ΦϯϓϨ)BEPPQͷ εέʔϥϏϦςΟෆ଍͕໰୊ʹ ΦϯϓϨ)BEPPQͷ($1Ҡߦ
  15. *OEFY    Ϧ Ϋ ϧ ʔ τ ʹ

    ͓ ͚ Δ Ϗ ο ά σ ʔ λ ׆ ༻    શ ࣾ ԣ அ σ ʔ λ ϓ ϥ ο τ ϑ Υ ʔ Ϝ ͷ ม ભ    Ϩ ί ϝ ϯ σ ʔ γ ϣ ϯ " 1 * ͷ ( , & Ҡ ߦ    # J H 2 V F S Z ্ Ͱ ͷ Ξ υ ϗ ο Ϋ ෼ ੳ ؀ ڥ ߏ ங    Φ ϯ ϓ Ϩ ϛ ε ) B E P P Q ͷ ( $ 1 Ҡ ߦ    ࠓ ޙ ͷ ల ๬
  16. n ໨త ΦϯϓϨϛε্Ͱఏڙ͞Ε͍ͯͨϨίϝϯσʔγϣϯ"1*Λ(,&΁Ҡߦ͢ Δ͜ͱͰɺҎԼ఺Λ࣮ݱ͢Δɻ 1. ࢪࡦ͝ͱͷӨڹ෼཭ ෳ਺༻్ͷ"1*αʔϏε͕ɺಉҰͷ8FCαʔό্Ͱࠞࡏ͠ɺ Ϧιʔε෼཭Ͱ͖͍ͯͳ͔ͬͨɻ 2. มߋ༰қੑͷ୲อ

    ΦϯϓϨϛεϩοΫΠϯ͞ΕͨΞʔΩςΫνϟɾ࣮૷ͱͳ͓ͬͯΓɺ Ϋϥ΢υͷ๲େͳϦιʔεΛ׆༻Ͱ͖͍ͯͳ͔ͬͨɻ 3. ಉ࣌ΞΫηεੑೳͷ޲্ Ұ෦ͷ"1*αʔϏεʹ͓͍ͯɺಉ࣌ΞΫηεੑೳ͕ஶ͘͠ѱ͘ɺ վળͰ͖͍ͯͳ͔ͬͨɻ ϓϩδΣΫτͷ֓ཁ
  17. ΞʔΩςΫνϟ֓ཁ *OHSFTT -PHHJOH"1* 4FSWJDF 3FDPNNFOEBUJPO"1* 1PE 4FSWJDF 1SFIFBU (,& 0OQSFNJTF

    )#BTF ($& $BDIF 4UBDLESJWFS -PHHJOH )BEPPQ 1PE 1PE αʔϏε͝ͱ ʹ/BNF4QBDF Λ෼཭ 1SFIFBUʹ ΑΔඞཁσʔλ ͷΩϟογϡ 4UBDLESJWFS-PHHJOH ʹΑΔϩάͷҰݩू໿ $MJFOU
  18. *OEFY    Ϧ Ϋ ϧ ʔ τ ʹ

    ͓ ͚ Δ Ϗ ο ά σ ʔ λ ׆ ༻    શ ࣾ ԣ அ σ ʔ λ ϓ ϥ ο τ ϑ Υ ʔ Ϝ ͷ ม ભ    Ϩ ί ϝ ϯ σ ʔ γ ϣ ϯ " 1 * ͷ ( , & Ҡ ߦ    # J H 2 V F S Z ্ Ͱ ͷ Ξ υ ϗ ο Ϋ ෼ ੳ ؀ ڥ ߏ ங    Φ ϯ ϓ Ϩ ϛ ε ) B E P P Q ͷ ( $ 1 Ҡ ߦ    ࠓ ޙ ͷ ల ๬
  19. n ໨త &YBEBUBͷσʔλ্Ͱɺߴ4-"ͱ௿4-"ͷॲཧ͕ࠞࡏ͍ͯ͠ΔͨΊɺ ௿4-"ͷΞυϗοΫ෼ੳ؀ڥΛ#JH2VFSZʹΦϑϩʔυ͢Δɻ ʢϢʔβ ɺΞΫςΟϒϢʔβ ʣ n ΍ͬͨ͜ͱ 1.

    σʔλετΞͷબఆ 2. σʔλͷ഑ஔɾΞΫηείϯτϩʔϧઃܭ 3. εέʔϥϒϧͳ&5-ॲཧج൫ͷ։ൃ 4. ෼ੳʹඞཁͳπʔϧͷ։ൃ 5. ϝλσʔλՄࢹԽσʔλ඼࣭ՄࢹԽσʔλϓϩδΣΫτͷࣗಈొ࿥π ʔϧ։ൃ ϓϩδΣΫτͷ֓ཁ
  20. σʔλͷ഑ஔɾΞΫηείϯτϩʔϧઃܭ αʔϏε"σʔλϓϩδΣΫτ αʔϏε#σʔλϓϩδΣΫτ શࣾԣஅσʔλϓϩδΣΫτ σʔληοτ̍ σʔληοτ̎ σʔληοτ̍ σʔληοτ̎ σʔληοτ̍ σʔληοτ̎

    αʔϏε"Ϣʔβάϧʔϓ αʔϏε#Ϣʔβάϧʔϓ શࣾԣஅϢʔβάϧʔϓ αʔϏε" ΫΤϦϓϩδΣΫτ αʔϏε# ΫΤϦϓϩδΣΫτ શࣾԣஅ ΫΤϦϓϩδΣΫτ σʔλϓϩδΣΫτΛಋೖ͠ɺΫΤϦΛ࣮ߦ͢ΔۭؒͱσʔλۭؒΛ෼཭
  21. ෼ੳऀʹඞཁͳπʔϧͷ։ൃ ϝλσʔλՄࢹԽ8FC &YBEBUB 0-51 %# 8FC αΠτ #JH2VFSZ n ϝλσʔλՄࢹԽ8FCαΠτ

    طଘͷϝλσʔλ؅ཧج൫͔ΒϝλσʔλΛऔಘ͠#JH2VFSZͷσʔλη οτɾςʔϒϧɾϑΟʔϧυͷ%FTDSJQUJPOʹసهɻ
  22. ෼ੳऀʹඞཁͳπʔϧͷ։ൃ &YBEBUB #JH2VFSZ 0-51 %# 8FC αΠτ  ελʔτ 

    ׬ྃ  ελʔτ  ׬ྃ n σʔλ඼࣭ՄࢹԽ8FCαΠτ • σʔλߋ৽࣌ؒ ɾ͍ͭ࣌఺ͷσʔλ͕ɿݯྲྀσʔλ͔Βͷσʔλऔಘ։࢝࣌ؒ ɾ͍ͭϩʔυ͞Ε͔ͨɿ#JH2VFSZ΁ͷϩʔυ׬ྃ࣌ؒ • σʔλ݅਺ ɾࠩ෼ίϐʔͷ৔߹ɺσʔλͷܽଛɾॏෳ͕͋ΔͨΊɺͦΕΛݕ஌
  23. n ଎͍ • ಛʹෳࡶͳ+PJOʹͳΔέʔεͩͱɺଞͷ%8)Λѹ౗͢Δεϐʔυ͕ग़ Δ • ϢʔβΞϯέʔτͰ΋଎౓ʹؔͯ͠͸ߴධՁͩͬͨ n σʔλڞ༗͕͠΍͍͢ •

    ϦΫϧʔτͰ͸༷ʑͳࣄۀͰ#JH2VFSZΛ࢖͍ͬͯΔ • ଞࣄۀ͔Βʮσʔλ͕ݟ͍ͨʯͱґཔ͕͋ͬͨ৔߹ʹΫϦοΫͰσʔ λڞ༗͕Ͱ͖Δ n ࢖͍΍͍͢ • 6*͕ચ࿅͞Ε͍ͯΔ • ϒϥ΢βͰ࢖͑Δ͔Βखܰ n ΫΤϦ౤͛์୊ʢϑϥοτϨʔτʣͳΒ҆৺ ར༻ऀ͔ΒͷϑΟʔυόοΫ
  24. *OEFY    Ϧ Ϋ ϧ ʔ τ ʹ

    ͓ ͚ Δ Ϗ ο ά σ ʔ λ ׆ ༻    શ ࣾ ԣ அ σ ʔ λ ϓ ϥ ο τ ϑ Υ ʔ Ϝ ͷ ม ભ    Ϩ ί ϝ ϯ σ ʔ γ ϣ ϯ " 1 * ͷ ( , & Ҡ ߦ    # J H 2 V F S Z ্ Ͱ ͷ Ξ υ ϗ ο Ϋ ෼ ੳ ؀ ڥ ߏ ங    Φ ϯ ϓ Ϩ ϛ ε ) B E P P Q ͷ ( $ 1 Ҡ ߦ    ࠓ ޙ ͷ ల ๬
  25. n Ҡߦର৅ۀ຿ͷબఆํ๏ 4-"ผʹۀ຿Λ෼ྨ͠ɺҠߦର৅ͱͳΔॲཧΛܾఆͨ͠ɻ Ҡߦର৅ΛͲͷΑ͏ʹબఆ͔ͨ͠ αʔϏεϨϕϧ ۀ຿֓ཁ ର৅ࢪࡦ Ҡߦର৅ ݱߦॲཧ؀ڥ Ҡߦઌ

    ߴ Ϧετநग़ ϝʔϧ഑৴ ࢪࡦ" ʷ &YBEBUB ࢪࡦ# ʷ &YBEBUB ࢪࡦ$ ʷ &YBEBUB ࢪࡦ% ˓ )BEPPQ &YBEBUB த ϞχλϦϯά ࢪࡦ& ʷ &YBEBUB ௿ ༧ଌ ࢪࡦ' ˓ )BEPPQ ($1 ࢪࡦ( ˓ )BEPPQ ($1 ࢪࡦ) ˓ )BEPPQ ($1 )BEPPQ͓Αͼ&YBEBUB্ͷࢪࡦͷ͏ͪɺ௿4-"ͷࢪࡦͰ͋Δ༧ଌॲཧΛ($1΁Ҡߦ͢Δ͜ ͱΛܾఆɻ ʜ ʜ
  26. n Ҡߦઌίϯϙʔωϯτͷܾఆํ๏ νϟʔτΛࡦఆ͠ɺॲཧछผʹΑͬͯҠߦઌͷίϯϙʔωϯτΛܾఆͨ͠ɻ Ҡߦޙ΋ඞཁʁ PS 4RPPQॲཧʁ PS ($1্ͰॲཧΛ࠶ݱͰ͖Δʁ PS ୯ͳΔ42-ॲཧʁ

    :FT /P 42-PS)JWF2-ʁ Ҡߦର৅֎ #JH2VFSZ΁ ॲཧʹΑΔ %BUBQSPD΁ :FT /P :FT )BEPPQͰಈ͘ʁ /P :FT )BEPPQલஈͷ &YBEBUBͰಈ͘ʁ 4UBSU  Ҡߦର৅ΛͲͷΑ͏ʹબఆ͔ͨ͠ /P  :FT
  27. ౤ࢿରޮՌΛͲͷΑ͏ʹઆ໌͔ͨ͠ ౰ظ Ҡߦͨ͠৔߹ Πϯϑϥίετ ӡ༻ίετ ӡ༻ίετ͕࡟ݮͰ͖ΔͨΊɺ དྷظҎ߱͸ίετݮͱͳΔɻ ίετγϛϡϨʔγϣϯΠϝʔδ ίετγϛϡϨʔγϣϯͷ݁ՌɺΠϯϑϥίετ͸΄΅ΠʔϒϯͰ͋ͬͨɻ ͔͠͠ɺΦϯϓϨϛε؀ڥͱൺֱͯ͠ӡ༻ίετΛ࡟ݮͰ͖Δݟ௨͕ͨͬͨ͠ɻ

    ͜ΕʹΑΓҠߦʹ͔͔Δ௥ՃίετվमͷݟཱͯΛཱͯΔ͜ͱ͕Ͱ͖ͨɻ Πϯϑϥίετ ӡ༻ίετ Ҡߦίετ Ҡߦ͠ͳ͔ͬͨ ৔߹ Ҡߦͨ͠৔߹ Πϯϑϥίετ ӡ༻ίετ Πϯϑϥίετ ӡ༻ίετ Ҡߦͨ͠৔߹ Πϯϑϥίετ ӡ༻ίετ Πϯϑϥίετ ӡ༻ίετ Ҡߦ͠ͳ͔ͬͨ ৔߹ Ҡߦ͠ͳ͔ͬͨ ৔߹ དྷظ ࠶དྷظ Ҡߦίετ͕͔͔ΔͨΊ ࠓظ͸ίετ૿ͱͳΔ͕ɺ
  28. *OEFY    Ϧ Ϋ ϧ ʔ τ ʹ

    ͓ ͚ Δ Ϗ ο ά σ ʔ λ ׆ ༻    શ ࣾ ԣ அ σ ʔ λ ϓ ϥ ο τ ϑ Υ ʔ Ϝ ͷ ม ભ    Ϩ ί ϝ ϯ σ ʔ γ ϣ ϯ " 1 * ͷ ( , & Ҡ ߦ    # J H 2 V F S Z ্ Ͱ ͷ Ξ υ ϗ ο Ϋ ෼ ੳ ؀ ڥ ߏ ங    Φ ϯ ϓ Ϩ ϛ ε ) B E P P Q ͷ ( $ 1 Ҡ ߦ    ࠓ ޙ ͷ ల ๬