vuls-serverless-architecture.pdf

by Shuichi Ohsawa

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αʔόϨεͰ7VMTεΩϟϯ PO"84 7VMTࡇΓ !PITBXB

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େᖒलҰ!TIV@ #MPHIUUQCMPHKJDPNBOJOGP IUUQTHJUIVCDPNPITBXB 4BOTBOגࣜձࣾ ໊ࢗσʔλԽγεςϜΛ͓कΓ͢Δ*5ΠϯϑϥΤϯδχΞ ݄ʹୈҰࢠ஀ੜ༧ఆʂ ࣗݾ঺հ

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ΞδΣϯμ 7VMTΛαʔόϨεͰಈ͔͖͔͚ͬ͢ αʔόϨεͰಈ͔ͨ͢ΊͷΞʔΩςΫνϟ ΞʔΩςΫνϟͷ֤ཁૉʹ͍ͭͯ '"2 Α͋͘Δ࣭໰ ·ͱΊ ͕࣌ؒ༨Ε͹ ίϚϯυ࣮ߦྫͷ঺հ

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࿩͞ͳ͍͜ͱ αʔόϨεͱ͸Կ͔ ৄ͍͠ਓʹฉ͍͍ͯͩ͘͞ŋŋŋ "84ͷ֤αʔϏεͷઆ໌ ؆୯ͳઆ໌͚ͩ͠·͢ ৄ͘͠ฉ͖͍ͨਓ͸ޙͰ੠Λ͔͚͍ͯͩ͘͞ େ׻ܴʂ

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7VMTΛαʔόϨεͰಈ͔͢ ͖͔͚ͬ

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7VMTΛαʔόϨεͰಈ͔͖͔͚ͬ͢ ೥݄ʹΞυϕϯτΧϨϯμʔͷهࣄΛॻ͍ͨ ʮ"84-BNCEBͰ7VMTΛ࢖͓͏ͱࢼΈͨ࿩ʯ IUUQCMPHKJDPNBOJOGPWVMT@MBNCEB ωλ͕ࢥ͍͔ͭͳ͔ͬͨͷͰ ൒෼ ۤ͠ฆΕʹॻ͍ͨ Ͱ΋αʔόϨεͰ7VMTͰಈ͔ͤͨΒ͍͍ͳͱࢥͬͨͷ͸ϗϯτ هࣄެ։ͨ͠Β7VMT࡞ऀͷਆށ͞ΜΑΓ͓੠͕͔͔ͬͨ ౰࣌ࢥ͏Α͏ʹ͍͔ͳ͔ͬͨͱ͜Ζ΋௚ͯ͠΋ΒͬͨͷͰຊ֨తʹ࢖ͬ ͯΈΔ͜ͱʹ

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αʔόϨεͰಈ͔͢͜ͱͷϝϦοτ ࣮ߦαʔό &$ ͕ෆཁʹͳΔ ࣮ߦ؀ڥͷηοτΞοϓ͕ෆཁ αʔόͷ͓कΓΛ͠ͳͯ͘΋͍͍ ͓ۚͷઅ໿ ࣮ߦͨ࣌ؒ͠ͱϦιʔε෼͚ͩ੥ٻ͞ΕΔ 7VMT͸εΩϟϯ࣌Ҏ֎͸ಈ͔͢ඞཁ͕ͳ͍ͷͰαʔόϨεͱ૬ੑ͕͍͍

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αʔόϨεͰಈ͔ͨ͢Ίͷ  ΞʔΩςΫνϟ

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ΞʔΩςΫνϟ

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ΞʔΩςΫνϟͷ֤ཁૉʹ  ͍ͭͯ

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"84-BNCEB αʔόϨεͰίʔυΛ࣮ߦ ࢖ͬͨ࣌ؒɾϦιʔε෼͚ͩ੥ٻ͞ΕΔ ࣗಈతʹεέʔϧͯ͘͠ΕΔ ଞͷ"84αʔϏεͱ࿈ܞ͕Ͱ͖Δ ྫ 4ʹϑΝΠϧΛ165ͨ͠ΒΠϕϯτൃՐͯ͠-BNCEB࣮ߦ ແྉ࿮͕͋Δ ແظݶʂ ສ݄͓݅ΑͼສඵͷίϯϐϡʔςΟϯά݄࣌ؒ

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"84-BNCEBͷ࣮ߦ੍໿ Ұ࣌σΟεΫ༰ྔ UNQεϖʔε .# -BNCEBϑΝϯΫγϣϯ಺ͰϑΝΠϧΛஔ͚Δ৔ॴ͸UNQͷΈ ϦΫΤετ͋ͨΓͷ࠷େ࣮ߦ࣌ؒඵ ճͷॲཧΛඵ ෼ Ҏ಺Ͱ׬ྃͤ͞Δඞཁ͕͋Δ ϥϯλΠϜ+BWB /PEFKT W W   1ZUIPO /&5$PSF $ IUUQEPDTBXTBNB[PODPNKB@KQMBNCEBMBUFTUEHMJNJUTIUNM ࣌఺

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"84-BNCEBͰ7VMTΛ࣮ߦ͢ΔͨΊʹ 7VMT΍HPDWFEJDUJPOBSZ͸(Pݴޠ੡ͳͷͰͦͷ··ͩͱಈ͔ͳ͍ όΠφϦͰϏϧυͯ͠-BNCEB্ͰίϚϯυ࣮ߦ  ࣮ߦεΫϦϓτͱҰॹʹಉࠝ͢Δ ύοέʔδԽ ੬ऑੑ৘ใσʔλϕʔεΛ42-JUF σϑΥϧτ Ͱอଘ͢Δͷ͸ݫ͍͠ $7&औಘ͢Δͱ.#Ҏ্Λ௒͑ͯ͠·͏ "NB[PO3%4GPS.Z42-ΛόοΫΤϯυ%#ͱͯ͠࢖͏ 7VMT͸.Z42-ʹ΋ରԠ͍ͯ͠Δ 3%4͸ϚωʔδυαʔϏεͳͷͰӡ༻΋ָ

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"84-BNCEBͰ7VMTΛ࣮ߦ͢ΔͨΊʹ -BNCEB͔Βαʔόʹ44)͢Δඞཁ͕͋Δ -BNCEBͷ71$αϙʔτ 71$಺ʹ-BNCEBΛ഑ஔͯ͠αʔόʹ44) ൿີ伴ͷ؅ཧΛͲ͏͠Α͏ŋŋŋద౰ͳॴʹ͸ஔ͚ͳ͍ "84,FZ.BOBHFNFOU4FSWJDF ,.4 Λ࢖͏ ൿີ伴Λ,.4Ͱ҉߸Խ͓͍ͯͯ͠ɺ-BNCEB࣮ߦ࣌ͷΈ෮߸͢Δ .Z42-ͷ%#ύεϫʔυ΋҉߸Խ͢Δ

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"NB[PO4 ετϨʔδαʔϏε ༰ྔແ੍ݶ ߴ͍ݎ࿚ੑ εΩϟϯ݁ՌΛอଘ͢Δͷʹ࢖༻

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"844UFQ'VODUJPOT ࢹ֮తͳϫʔΫϑϩʔΛ࢖༻ͯ͠෼ࢄΞϓϦέʔγϣϯΛ  ؆୯ʹߏஙͰ͖Δɻ"84-BNCEBͱͷ࿈ܞ΋Մೳ ฒྻ࣮ߦɺ৚݅෼ذ΍Τϥʔ࣌ͷ࠶ࢼߦͳͲΛఆٛͰ͖Δ -BNCEB͔Β-BNCEB͔Βͷݺͼग़͠ΛίʔυଆͰ੍ޚ͠ͳͯ͘΋ྑ͍ HPDWFEJDUJPOBSZͰ$7&৘ใΛ%#ʹૠೖ͢Δ࣌ʹ࢖༻ 3%4 .Z42- ʹσʔλΛೖΕΔͷʹ͕͔͔࣌ؒΓɺ਺೥෼ͷऔಘ͚ͩͰ  ࣮ߦ࣌ؒͷ্ݶ ෼ Λ௒͑ͯ͠·͏ ೥୯ҐͰ࣮ߦ͢ΔΑ͏ʹ੍ޚ͢Δ

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"844UFQ'VODUJPOT

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"NB[PO$MPVE8BUDI&WFOUT ΠϕϯτۦಈͰॲཧΛ࣮ߦͰ͖Δ "84Ϧιʔεͷมߋ &$ىಈఀࢭFUD ɺ"1*ίʔϧɺεέδϡʔϧ౳ ʹΑͬͯݺͼग़͞ΕΔ εέδϡʔϧΛ$SPOܗࣜͰఆٛͰ͖Δ 7VMTεΩϟϯͷ࣮ߦλΠϛϯάΛઃఆ͢ΔͨΊʹ༻͍Δ ྫ ຖ೔65$ʹ࣮ߦ

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"NB[PO$MPVE8BUDI-PHT ϩάϑΝΠϧΛอଘɺΞΫηεɺ؂ࢹ͕Ͱ͖Δ -BNCEBϑΝϯΫγϣϯͷ࣮ߦ݁Ռ΋ϩάͱͯ͠อ؅͞ΕΔ 7VMTεΩϟϯͷ࣮ߦʹࣦഊͨ͠৔߹ʹϩάΛݟΔͷʹ༻͍Δ

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/"5(BUFXBZ "84-BNCEBΛ71$಺Ͱಈ͔ͨ͢Ίʹඞཁɻ͜Ε͕ͳ͍ͱ71$಺͔Β 8"/ʹग़͍͚ͯͳ͍ ϚωʔδυαʔϏεͳͷͰӡ༻ཁΒ͕ͣͩߴ͍ /"5Πϯελϯε &$ Ͱ΋୅ସՄೳ͕ͩɺ৑௕ߏ੒ʹ͢ΔͳͲख͕ؒ ͔͔Δ ༧ࢉ࣍ୈ

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"NB[PO&$ εΩϟϯର৅ͷαʔό FDWVMTDPOpH ੿࡞Ͱ͕͢ŋŋŋ IUUQTHJUIVCDPNPITBXBFDWVMTDPOpH &$ͷλάͰεΩϟϯର৅ΛϑΟϧλͯ͠7VMTͷઃఆϑΝΠϧΛॻ͖׵͑Δ ઃఆϑΝΠϧΛ-BNCEBͷύοέʔδʹಉࠝ͞ΕΔͨΊɺ  εΩϟϯର৅͕มΘΔ౓ʹઃఆϑΝΠϧΛमਖ਼ͨ͘͠ͳ͍৔߹ʹ༗ޮ

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"84$MPVE'PSNBUJPO ςϯϓϨʔτΛఆٛͯͦ͠ͷ௨Γʹ"84ϦιʔεΛߏஙͯ͘͠ΕΔ ࠓ·Ͱͷઃఆ΋$MPVE'PSNBUJPOͰ࡞੒͢Ε͹Ұൃ ຊ೔ͷ7VMTࡇΓ·Ͱʹ$MPVE'PSNBUJPOςϯϓϨʔτΛެ։͔ͨͬͨ͠ ͷͰ͕͢ɺؒʹ߹͍·ͤΜͰͨ͠ ޙ೔ͳΔૣͰެ։༧ఆŋŋŋ

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'"2 Α͋͘Δ࣭໰

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2Ͳͷ͙Β͍͓͕͔͔ۚΔͷʁ ೔ճεΩϟϯͯ͠ɺ4ʹεΩϟϯ݁ՌΛΞοϓϩʔυ͢Δ৔߹ "84-BNCEB ແྉ࿮಺ 3%4GPS.Z42- 44%(# ݄ ECUNJDSP 4JOHMF"; 4݄ ໿(# 165ճ݄ /"5(BUFXBZ݄ /"5Πϯελϯεͷํ͕͍҆ ৽نͰ"84ΞΧ΢ϯτΛ࡞Δͱແྉ࿮ͰUNJDSP͕࢖͑Δ ˞౦ژϦʔδϣϯɺσʔλసૹྉۚ͸ؚΊ͍ͯͳ͍

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23%4͕ߴ͍ "84-BNCEB͸࣮ߦ࣌ͷΈ՝ۚ͞ΕΔ͕ɺ3%4͸ৗ࣌ՔಇʹͳΔͷͰ  ׂߴʹͳͬͯ͠·͏ εφοϓγϣοτͰอଘ͓͍ͯͯ͠ɺεΩϟϯલʹ෮ݩ͢Δͱྑ͍

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2εΩϟϯͷ࣮ߦ͕෼ͰऴΘΒͳ͍ -BNCEBϑΝϯΫγϣϯͷϝϞϦΛ."9 .# ݱࡏ ੬ऑੑ͕ཷ·Γ͗͢Δͱ͕͔͔࣌ؒΔͷͰ͜·ΊʹΞοϓσʔτ αʔόʹTTIͯ͠ίϚϯυଧͬͯΔͷͰεΩϟϯର৅αʔόଆ͕Ϙτϧ ωοΫʹͳͬͯΔ͔΋ -BNCEBͷ࣮ߦՄೳ͕࣌ؒ৳ͼΔͷΛ଴ͭʂΞοϓσʔτ଴ͪ

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2$7&৘ใͷऔಘ͕෼Ͱ͸ऴΘΒͳ͍ ೥͝ͱʹऔಘͯ͠΋෼ͰऴΘΒͳ͍Մೳੑ͕ʜ ύϥϝʔλνϡʔχϯάΛؤுΔ *0͕ϘτϧωοΫʹͳ͍ͬͯΔ৔߹͕ଟ͍ ECUNJDSPͰ΋Ϧιʔε $16ɺϝϞϦ ͕ΧπΧπʹͳΔ͜ͱ͕͋·Γͳ͍ ࡳଋͰղܾ͢Δ ༰ྔ૿΍ͯ͠*014Λ্͛Δ 44%ͷ৔߹ 1SPWJTJPOFE*014ରԠΠϯελϯεʹεέʔϧΞοϓ -BNCEBͷ࣮ߦՄೳ͕࣌ؒ৳ͼΔͷΛ଴ͭʂΞοϓσʔτ଴ͪ

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2εΩϟϯ݁ՌΛ௨஌͍ͨ͠ -BNCEB͔Β"NB[PO4&4Λݺͼग़ͯ͠εΩϟϯ݁ՌΛఴ෇ͨ͠  ϝʔϧΛૹ৴ 4MBDL௨஌͸WVMTSFQPSUUPTMBDLͰͰ͖ΔͷͰָ

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2εΩϟϯ݁ՌΛՄࢹԽ͍ͨ͠ 4ʹ͋ΔϨϙʔτΛμ΢ϯϩʔυͯ͠7VMTSFQPͰ֬ೝ "NB[PO&MBTUJDTFBSDI4FSWJDFʹऔΓࠐΜͰ,JCBOBͰ֬ೝ 4ʹϨϙʔτ͕165͞ΕͨΒΠϕϯτϑοΫͯ͠-BNCEBͰ &MBTUJDTFBSDIʹσʔλϩʔυ͢Δ

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·ͱΊ 7VMTΛαʔόϨεͰ࣮ߦ͢ΔΞʔΩςΫνϟΛ঺հ Ұ౓࡞ͬͯ͠·͑͹ɺ΄΅์ஔͰεΩϟϯͯ͘͠ΕΔ ϚωʔδυαʔϏεΛ͏·͘׆༻ͯ͠ӡ༻ͷखؒΛݮΒͦ͏ ͍͟ͱͳͬͨΒࡳଋΛୟ͍ͯղܾ͠Α͏ ௨஌΍ՄࢹԽ͸΍ΓΑ͏͸͍͘ΒͰ΋͋Δ ࣗ෼ୡͱ૬ੑ͕͍͍πʔϧΛબఆ͢Δ

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ίϚϯυ࣮ߦྫ

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$7&৘ใͷऔಘ MPHEJSΛUNQҎԼͷσΟϨΫτϦʹࢦఆ͢Δ σϑΥϧτ WBSMPHWVMT ͩͱॻ͖ࠐΊͳ͍ .Z42-ͷϗετ໊͸3%4ͷΤϯυϙΠϯτ໊Λࢦఆ

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DPOpHUFTU TDBO SFTVMUEJSΛUNQҎԼͷσΟϨΫτϦʹࢦఆ͢Δ σϑΥϧτ 18%SFTVMUT ͩͱॻ͖ࠐΊͳ͍

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SFQPSU 4ʹΞοϓϩʔυ -BNCEBʹ4όέοτʹॻ͖ࠐΊΔݖݶΛ*".ϩʔϧͱͯ͠෇༩͢Δ "84ΞΫηεΩʔɺγʔΫϨοτΩʔΛࢦఆ͠ͳͯ͘΋Α͍