re:Invent 2018 ~Recap~ - Speaker Deck

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re:Invent 2018 報告 ~ recap ~ ݄ re:Growth 2018 in 岡⼭山

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"CPVUNF

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ాத޹໌ @kongmingtrap wΫϥεϝιουגࣜձࣾ w෱ԬΦϑΟεॴଐ wϞόΠϧΞϓϦαʔϏε෦ wϞόΠϧΞϓϦΤϯδχΞ wαʔόʔαΠυΞϓϦΤϯδχΞ wαʔόʔϨε։ൃ෦ wΞϓϦέʔγϣϯΤϯδχΞ

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෱ԬΦϑΟε͔ΒͷࢀՃऀ "84SF*OWFOU+"1"/1035"-

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ؔΘ͍ͬͯΔҊ݅

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wσόΠε͔ΒͷσʔλΛड͚औͬͯɺҰఆͷ ஋ΛτϦΨʔʹΞΫγϣϯΛى͜͢ wσόΠεͷσʔλΛ&5-ॲཧͰՄࢹԽ͢Δ wσόΠεΛ੍ޚ͢ΔͨΊͷ"1*Λఏڙ͢Δ wσόΠεΛ੍ޚ͢ΔͨΊͷϞόΠϧΞϓϦΛ ఏڙ͢Δ *P5ؔ࿈ͷҊ݅

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"84*P5Λ૊Έ߹Θͤͨ  αʔόʔϨεҊ݅

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IUUQTXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBOBXTCMBDLCFMUPOMJOF TFNJOBSJPU

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๲େͳΞοϓσʔτ͔Β Ҋ݅Ͱར༻Ͱ͖ͦ͏ͳ΋ͷΛ ϐοΫΞοϓ͢Δ

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๲େͳΞοϓσʔτ͔Β Ҋ݅Ͱར༻Ͱ͖ͦ͏ͳ΋ͷΛ ϐοΫΞοϓ͢Δ ໿ݸ

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Ξοϓσʔτ೔໨

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w"843PCP.BLFS wΫϥ΢υ؀ڥͱ304 3PCPU04 Λ౷߹ͨ͠ɺϩϘοτΞϓϦέʔγϣ ϯͷ։ൃ΍ςετɺγϛϡϨʔγϣϯΛߦ͏ͨΊͷ؀ڥͱͷ͜ͱ w"845SBOTGFSGPS4'51 wΞϓϦέʔγϣϯͷมߋ΍4'51αʔόʔͷ؅ཧΛඞཁͱͤͣʹɺ4'51 ʢ4FDVSF4IFMM'JMF5SBOTGFS1SPUPDPMʣΛ࢖༻͢ΔϑΝΠϧసૹ ϫʔΫϩʔυΛ"84ʹ؆୯ʹҠಈͰ͖Δ w&'4*OGSFRVFOU"DDFTT4UPSBHF$MBTT wڞ༗ετϨʔδαʔϏεɺ"NB[PO&'4ʹ৽͍͠ετϨʔδΫϥεͰ ͋Δɺ௿ස౓ΞΫηεʢ*OGSFRVFOU"DDFTTɿ*"ʣ͕ొ৔ w"84%BUB4ZOD wΦϯϓϨϛεʹ͋ΔετϨʔδ͔Β"NB[PO4"NB[PO&'4ʹର ͯ͠؆୯ʹσʔλΛసૹ͢ΔͨΊͷαʔϏε ೔໨

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w4*OUFMMJHFOU5JFSJOH w4ͷΦϒδΣΫτͷΞΫηε͞ΕΔස౓ʹΑͬͯɺσʔλͷอ ଘྉ͕ۚ࠷దԽ͞ΕΔ w"844OPXCBMM&EHFͷίϯϐϡʔτ࠷దԽΠϯελϯε͕(" ʹ w"844OPXCBMM&EHFͷ࠷దԽΦϓγϣϯ͸ɺ෺ཧతʹݫ͍͠ ؀ڥ΍ΦϑϥΠϯͰίϯϐϡʔςΟϯάΛूதతʹ࣮ߦ͢ΔΞ ϓϦέʔγϣϯ༻ʹɺͷW$16ɺ(#ͷϝϞϦɺ5# ͷ/7.F44%ɺ͓Αͼ5#ͷ4ޓ׵ετϨʔδΛఏڙ͢Δ w"84"NQMJGZ$POTPMF w8FCΞϓϦΛެ։͢Δ؀ڥΛ௒؆୯ʹηοτΞοϓͰ͖Δαʔ Ϗε ೔໨

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w"NB[POͷ1SPWJTJPOFE*014 JP ͷύϑΥʔϚϯε͕ڧԽ wͷϘϦϡʔϜλΠϓʮϓϩϏδϣϯυ*01444%ɹ JPʣʯͷ ࠷େ*014஋͕ɺैདྷͷ *014͔Β *014ʹ֦ு w"NB[PO4͕ΦϒδΣΫτ؅ཧͷόονॲཧػೳΛϦϦʔε w1SFWJFX w"NB[PO4ʹ֨ೲ͞Ε͍ͯΔ਺ेԯͷΦϒδΣΫτʹରͯ͠ɺҰׅ Ͱ"1*ϦΫΤετ΍8FCίϯιʔϧૢ࡞Λ࣮ߦ͓Αͼ؅ཧͰ͖Δػೳ w1SFWJFXPG"NB[PO"VSPSB1PTUHSF42-4FSWFSMFTT w"NB[PO"VSPSB4FSWFSMFTT͕1PTUHSF42-΋ରԠʢ1SFWJFXʣ w"84ೝఆࢼݧʹ৽ΧςΰϦʰ"84$FSUJpFE.BDIJOF-FBSOJOHr 4QFDJBMUZʱ͕ొ৔ΤϯδχΞ w܇࿅༻ػցֶशίʔε͕"84Λ௨ͯ͡ར༻Մೳʹ ೔໨

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w4*OUFMMJHFOU5JFSJOH͸େྔͷηϯαʔ σʔλΛอ؅͢Δࡍʹίετ࡟ݮͰ͖ͦ͏ w4ͷόονॲཧ͕ΑΓγϯϓϧʹߦ͑ͦ͏ w8ը໘Λ࣮૷͢Δࡍʹ"84"NQMJGZ $POTPMFΛࢼͯ͠Έ͍ͨ ೔໨·ͱΊ

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Ξοϓσʔτ೔໨

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w"84(MPCBM"DDFMFSBUPS w֤छόϥϯγϯάػೳΛඋ͑Δάϩʔόϧϩʔυόϥϯαʔ w"845SBOTJU(BUFXBZ wΦϯϓϨϛεͱ"84ͷ઀ଓΛΑΓ؆୯ʹ઀ଓՄೳʹ w৽͍͠ΠϯελϯελΠϓ w" w"3.ϕʔεͷ"84(SBWJUPOϓϩηοαʔΛ౥ࡌ w$O w(CQTͰͷ઀ଓΛఏڙ w1EO wO7*%*"ͷػցֶशΤϯδϯΛ౥ࡌ͠ɺ(CQT઀ଓΛఏڙ ೔໨

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w"NB[PO'SFF3504#-&αϙʔτ w&MBTUJD'BCSJD"EBQUFS w)1$ΞϓϦέʔγϣϯΛՔಇͤ͞Δେن໛Ϋϥε λ্Ͱߴ଎͔ͭ৴པੑͷߴ͍ωοτϫʔΫΛఏڙ w4BHF.BLFS/FP wσΟʔϓϥʔχϯάͷϞσϧίϯύΠϥʗ0QFO 4PVSDFԽ΋ରԠ wEZOBNJDUSBJOJOH w&$্ʹ͓͚ΔσΟʔϓϥʔχϯάͷͨΊͷ044 ೔໨

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w'JSFDSBDLFS wαʔόʔϨείϯϐϡʔςΟϯάͷͨΊͷܰ ྔͳԾ૝Խػೳ w"NB[PO40CKFDU-PDL w৽ͨʹ4ΦϒδΣΫτͷมߋɾ࡟আΛ׬શ ʹ੍ݶ͢Δػೳ w"843FTPVSDF"DDFTT.BOBHFS 3". wΫϩεΞΧ΢ϯτͰͷϦιʔεڞ༗ ೔໨

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w"84*P54JUF8JTF w࢈ۀ༻ػث͔Βͷσʔλऩूˍ෼ੳΛखܰʹߦ͑ΔϚωʔδ υαʔϏε wΫϥ΢υͰ͸ͳ͘ΦϯϓϨ؀ڥͱ઀ଓ͞Ε͍ͯΔ࢈ۀػثͷ σʔλΛ"84*P5্ʹσʔλΛٵ্͍͛ΔΑ͏ʹ w"84*P5%FWJDF5FTUFS w"NB[PO'SFF3504΍"84*P5(SFFOHSBTTΛσόΠε Ͱಈ࡞֬ೝ͢Δπʔϧ w"84*P5&WFOUT w*P5ηϯαʔͱΞϓϦέʔγϣϯ͔ΒͷΠϕϯτΛ؆୯ʹݕ ग़ͯ͠Ԡ౴Ͱ͖ΔαʔϏε ೔໨

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w*P5αʔόʔϨεؔ࿈Ͱ͸ར༻Ͱ͖ͦ͏ͳ Ξοϓσʔτ͸গͳ͔ͬͨ w"NB[PO40CKFDU-PDL͸ফͯ͠ཉ͘͠ ͳ͍σʔλʹ࢖͑ͦ͏ w"84*P5&WFOUT͸طଘͷॲཧΛΑΓ؆ܿ ʹͰ͖ͦ͏͕ͩɺ1SFWJFXͳͷͰɺཁௐࠪ ೔໨·ͱΊ

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Ξοϓσʔτ೔໨

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w"84(SPVOE4UBUJPO wਓ޻Ӵ੕Λ༻͍ͨσʔλͷऔΓࠐΈͱॲཧ w"84.BSLFUQMBDFʹͯʮ1SJWBUF .BSLFUQMBDFʯ͕ఏڙՄೳʹ w"84.BSLFUQMBDFGPS$POUBJOFST w"84ͷίϯϐςϯγʔϓϩάϥϜʹʮ$POUBJOFS $PNQFUFODZ1SPHSBNʯ͕৽ن௥Ճ w"NB[PO2VJDL4JHIUͷμογϡϘʔυΛ͓٬༷ ಠࣗͷΞϓϦέʔγϣϯʹຒΊࠐΈՄೳʹ ೔໨

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w"NB[PO2VJDL4JHIU w৽ػೳ௥ՃͰػցֶशʹΑΔΠϯαΠτΛಘΒΕΔΑ͏ʹ wϓϨϏϡʔఏڙ։࢝ w"NB[PO$MPVE8BUDI-PHT*OTJHIUTͰϩάͷߴ଎ͳ෼ ੳ͕Մೳʹ w%ZOBNP%#ͷτϥϯβΫγϣϯαϙʔτ w%ZOBNP%#ͷ(FU*UFNɺ8SJUF*UFNʹ͓͍ͯτϥϯβ ΫγϣϯͷΑ͏ͳ΋ͷΛαϙʔτ w"84$PEF%FQMPZ"84$PEF1JQFMJOFͰ"84 'BSHBUF"NB[PO&$4ͷ$*$%Λαϙʔτ ೔໨

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w"84$PEF%FQMPZͰ"84'BSHBUF "NB[PO&$4ʹର͢ΔϒϧʔάϦʔϯσϓ ϩΠ͕ߦ͑ΔΑ͏ʹ w$PEF1JQFMJOFͷιʔεʹ&$3͕બ୒Մೳʹ w"84&MFNFOUBM.FEJB$POOFDU wө૾৴߸Λෳ਺ઌ΁҆ఆͯ͠఻ૹ w"NB[PO,JOFTJT%BUB"OBMZUJDTͰ+BWB Λαϙʔτ ೔໨

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w*P5αʔόʔϨεؔ࿈Ͱ͸ར༻Ͱ͖ͦ͏ͳ Ξοϓσʔτ͸গͳ͔ͬͨ w$MPVE8BUDI-PHTͷϩά͕ҰׅͰݟ΍͢ ͘͢Δػೳͷ௥ՃͰɺτϥοΩϯά͕ΑΓ؆ ܿʹͳͬͨ w%ZOBNP%#ͷτϥϯβΫγϣϯʹ͍ͭͯ ͸աڈʹࣅͨΑ͏ͳ͜ͱΛ࣮ݱͨ͠ϥΠϒ ϥϦ΋͋ΔͨΊཁௐࠪ ೔໨·ͱΊ

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Ωʔϊʔτ೔໨

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w(MBDJFS%FFQ"SDIJWF wσʔλͷϦΧόϦʹ೔PSि୯Ґͷ͕͔͔࣌ؒΔ୅ΘΓʹ௒҆ ՁʹอଘͰ͖ΔαʔϏε w"NB[PO'4YGPS8JOEPXT'JMF4FSWFS w4.#Ͱ઀ଓ͢ΔϑΝΠϧαʔόαʔϏε w"NB[PO%ZOBNP%#0O%FNBOE w3$68$6ΛઃఆͤͣɺϦΫΤετճ਺Ͱ՝ۚ͞ΕΔ %ZOBNP%# w"84$POUSPM5PXFS 1SFWJFX wଟ਺ͷΞΧ΢ϯτΛอ༗͍ͯ͠Δར༻ऀ͕ɺ֤ΞΧ΢ϯτͷη ΩϡϦςΟઃఆΛ༰қʹ౷੍Ͱ͖ΔΑ͏ʹ͢ΔαʔϏε Ωʔϊʔτ೔໨

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w"NB[PO'4YGPS-VTUSF wػցֶश΍)1$޲͚ͷߴ଎ͳ ਺ඦສ(#ඵͷεϧʔϓοτͱ ϛϦඵະຬͷ௿ϨΠςϯγ ϑΝΠϧγεςϜͷαʔϏε w"NB[PO&MBTUJD*OGFSFODF wֶशࡁΈϞσϧΛ࢖༻ͨ͠ɺਪ࿦Λߴ଎Խ͢ΔͨΊͷ(16Λఏ ڙ͢ΔαʔϏε w"84.BOBHFE#MPDLDIBJO w"84͕ఏڙ͢ΔϚωʔδυͳϒϩοΫνΣʔϯωοτϫʔΫαʔ Ϗε w"84-BLF'PSNBUJPO w਺೔Ͱ҆શͳσʔλϨΠΫΛ؆୯ʹઃఆͰ͖ΔαʔϏε Ωʔϊʔτ೔໨

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w"NB[PO5JNFTUSFBN wλΠϜελϯϓΛ࣋ͭσʔλΛอ࣋ɺѻ͏͜ͱʹಛԽͨ͠σʔλϕʔε w4BHF.BLFS(SPVOE5SVUI w(16ίετ͕ͱͯ΋͔͔Δֶश؀ڥͷߏஙɺਪଌ༻ͷΤϯυϙΠϯτ ͷఏڙͳͲΛ·Δͬͱఏڙ͢Δɺͱ͍͏େมศརͳ౷߹ػցֶशαʔϏ ε w.BSLFUQMBDFGPSNBDIJOFMFBSOJOH wֶशࡁΈͷϞσϧ΍ΞϧΰϦζϜΛ"84ϚʔέοτϓϨΠεͰߪೖͰ ͖ΔΑ͏ʹͳͬͨ w"844FDVSJUZ)VC w"84ΞΧ΢ϯτશମͰ༏ઌ౓ͷߴ͍ηΩϡϦςΟܯࠂͱίϯϓϥΠΞ ϯεεςʔλεΛแׅతʹ֬ೝͰ͖Δ Ωʔϊʔτ೔໨

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w"NB[PO2VBOUVN-FEHFS%BUBCBTF 2-%# wϑϧϚωʔδυͷ୆ாσʔλϕʔε w"84%FFQ3BDFS wεέʔϧͷ%FFQ-FOTΛར༻࢛ͨ͠ྠۦಈϥδίϯ Χʔ w"NB[PO1FSTPOBMJ[F wػցֶशλεΫΛࣗಈԽ͢Δϓϩηε"VUP.-Ͱύʔιφ ϥΠθʔγϣϯɾϨίϝϯσʔγϣϯΛ༰қʹ࡞੒ w"NB[PO4BHF.BLFS3- w4BHF.BLFSͰڧԽֶशΛߦΘͤΔͨΊͷαϙʔτΛ͢Δ Ωʔϊʔτ೔໨

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w"84*OGFSFOUJB w"84͕։ൃͨ͠ਪ࿦ *OGFSFODF ʹಛԽͨ͠νοϓ w"NB[PO0VUQPTUT w"84؀ڥΛΦϯϓϨ؀ڥʹؙ͝ͱఏڙ w"NB[PO'PSFDBTU w࣌ܥྻͷσʔλʹର͢Δ༧ଌΛߦ͏ϑϧϚωʔδυαʔϏ ε w"NB[PO5FYUSBDU wεΩϟϯ͞ΕͨυΩϡϝϯτ͔ΒςΩετͱσʔλΛࣗಈ తʹநग़͢ΔαʔϏε Ωʔϊʔτ೔໨

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wౖ౭ͷΞοϓσʔτ wػցֶशܥ͕Ξοϓσʔτ͕๛෋ͩͬͨ w࣌ܥྻσʔλͷ༧ଌ͕ࠓޙͷཁ݅࣍ୈͰؔ Θ͖ͬͯͦ͏ wϨίϝϯυʹؔͯ͠΋ݕূ͍ͨ͠ Ωʔϊʔτ೔໨·ͱΊ

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Ωʔϊʔτ೔໨

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w"84-BNCEB-BZFST wෳ਺ͷ-BNCEBؔ਺Ͱڞ༗͢ΔΧελϜίʔυ΍ϥΠϒϥϦΛϏδω εϩδοΫ͔Β࢖͏͜ͱ͕Ͱ͖Δ w"84-BNCEB3VOUJNF"1* w-BNOEBͰϥϯλΠϜʹʮಠࣗͷϥϯλΠϜʯ͕ࢦఆͰ͖ΔΑ͏ʹͳͬ ͨ w"84-BNCEBͷ3VCZαϙʔτ w-BNCEBͷϥϯλΠϜʹ3VCZ͕ࢦఆͰ͖ΔΑ͏ʹͳͬͨ͜ͱͰɺ 3VCZͰ-BNCEBͷݴޠ͕͔͚ΔΑ͏ʹͳͬͨ w/FTUFE"QQMJDBUJPOTVTJOH4FSWFSMFTT"QQMJDBUJPO3FQPTJUPSZ w/FTUFE"QQMJDBUJPOTΛ༻͍طଘͷ4FSWFSMFTT"QQMJDBUJPO 3FQPTJUPSZΛ࠶ར༻Ͱ͖Δ͜ͱͰߴػೳͳαʔόʔϨεΞϓϦέʔγϣ ϯΛ؆୯͔ͭૉૣ͘σϓϩΠ͢Δ͜ͱ͕Ͱ͖Δ Ωʔϊʔτ೔໨

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w"QQMJDBUJPO-PBE#BMBODFSʢ"-#ʣͷ"84-BNCEBαϙʔτ w"-#ͷόοΫΤϯυ λʔήοτάϧʔϓ ʹ-BNCEBΛબ୒Ͱ͖ ΔΑ͏ʹ w"NB[PO"1*(BUFXBZͷ8FC4PDLFUαϙʔτ w"844UFQ'VODUJPOTTFSWJDFJOUFHSBUJPOT w4UBUF.BDIJOFͷதͰ-BNCEB͚ͩͰ͸ͳ͘%ZOBNP%# 4/442-ͳͲͷϦιʔεΛ௚઀ѻ͑ΔΑ͏ʹ w"NB[PO.BOBHFE4USFBNJOHGPS,BGLBʢ"NB[PO.4,ʣ w"QBDIF,BGLBΛϚωʔδυαʔϏεͱͯ͠ར༻Ͱ͖ΔΑ͏ʹ ͳͬͨͱ͍͏΋ͷ Ωʔϊʔτ೔໨

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w"NB[PO3FETIJGUDPODVSSFODZTDBMJOH wԿઍ΋ͷಉ࣌ϢʔβʔͱΫΤϦ͕͋ͬͯ΋Ұ؏ͯ͠ߴ଎ ͷΫΤϦύϑΥʔϚϯεΛఏڙ͢Δ৽͍͠ػೳʮΫΤ ϦͷϫʔΫϩʔυΛαϙʔτ͢ΔͨΊʹɺඞཁʹԠͯ͡ ༰ྔΛࣗಈతʹ૿ݮͤ͞Δʯͱͷ͜ͱ w"84UPPMLJU w֤छ*%&ΤσΟλͰαʔόʔϨεΞϓϦέʔγϣϯͷ։ ൃΛศརʹ͢ΔϓϥάΠϯΛ࡞Γ·ͨ͠ w"848FMM"SDIJUFDUFE5PPMT wݱࡏͷ"84ΞʔΩςΫνϟ͕"84ͷϕετϓϥΫςΟ εʹଇ͍ͬͯΔ͔ࣗಈͰνΣοΫͯ͘͠ΕΔπʔϧ Ωʔϊʔτ೔໨

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wαʔόʔϨεؔ࿈ͷΞοϓσʔτ͕๛෋ w-BNCEBʹ଴๬ͷ-BZFS͕௥Ճ͞Εͨ͜ͱ ͰɺσϓϩΠύοέʔδͷॖখɺ͓Αͼίʔ υͷ؅ཧ͕؆ܿʹ w๭ݴޠରԠʹ෸͍ͨ-BNCEBͷ$VTUPN 3VOUJNFTରԠ Ωʔϊʔτ೔໨·ͱΊ

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·ͱΊ

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wαʔόʔϨεؔ࿈ͷΞοϓσʔτ͸ɺݱ։ ൃͰӨڹͷ͋Γͦ͏ͳ෦෼͕ଟ͘ɺ͜Ε͔ Βݕূ͕ඞཁ wػցֶशܥͷΞοϓσʔτྔ͕ଟ͘ɺٕज़ ऀʹٻΊΒΕ͍ͯΔ෦෼Λิ׬͢ΔαʔϏε ͕૿͑ͨ ·ͱΊ