マルチクラウドで構築する大規模解析サービス/戦略とポイントについて/

by tik-son

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© 2018 PLAID,Inc. - DBͷ࢓༷͕KARTEͱ૬ੑ͕ѱ͔ͬͨ - ΧλϩάεϖοΫ௨ΓʹύϑΥʔϚϯεग़ͳ͍ - ࢖͏΄ͲΤΫεϙωϯγϟϧʹίετ͕͔͔Δ ϦΞϧλΠϜղੳͷྲྀΕ ߦಈϩάऩूϓϩηε ෛՙίϯτϩʔϧͷͨΊͷ ΩϡʔΠϯά ղੳϓϩηε ղੳσʔλอଘ Ωϡʔ Analyze ղੳσʔλͷऔಘ DB Track - ௿ϨΠςϯγʔ͚ͩͲϑϧϚωʔδυͰ͸ͳ͍ - ಥવͷϝϯςφϯε - ύϑΥʔϚϯεͷݶք

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© 2018 PLAID,Inc. redis enterpriseΛΫϥ΢υͰఏڙ͍ͯ͠ΔαʔϏε ಛ௃ - ߴ͍εέʔϥϏϦςΟ - ࢓্༷σʔλ༰ྔɺίϯϐϡʔλϦιʔεͷ੍ݶ͕ͳ͘ɺෛՙʹԠͯࣗ͡ಈͰεέʔϧ - ௿ϨΠςϯγɺߴύϑΥʔϚϯε - Latency 0.1ms - ReadOps 3kOps/sec, WriteOps 11kOps/sec - ϑϧϚωʔδυαʔϏε - ΍Δ͜ͱ͸ॳظઃఆͷΈ - ߴՄ༻ੑ - ೋ೥ؒେ͖ͳো֐͕ͳ͍ - DBͷσʔλྔʹΑΔैྔ՝ۚɻωοτϫʔΫίετͰ͸՝ۚ͞Εͳ͍ɻ ௿ϨΠςϯγɺεέʔϥϒϧͳΩϡʔΛ௿ίετͰར༻Ͱ͖ΔΑ͏ʹ SFEJTDMPVE

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© 2018 PLAID,Inc. GoogleͷαʔϏε಺Ͱར༻͍ͯ͠Δٕज़ΛΫϥ΢υͰఏڙ ಛ௃ - ߴ͍εέʔϥϏϦςΟ - ࢓্༷σʔλ༰ྔͷ੍ݶ͕ͳ͍ɻ140TB - ύϑΥʔϚϯεΞοϓͷͨΊͷεέʔϧΞοϓ͸खಈ͕ͩɺμ΢ϯλΠϜͳ͘ॠ࣌ʹ࣮ߦ - ߴՄ༻ੑ - ೋ೥ؒେ͖ͳো֐͕ͳ͍ - ௿ϨΠςϯγɺߴύϑΥʔϚϯε - Latency -20ms - Readεϧʔϓοτ 1.3GB/sec, Writeεϧʔϓοτ 2.3MB/sec - ϑϧϚωʔδυαʔϏε $MPVE#JHUBCMF ΧλϩάεϖοΫҎ্ͷߴ͍ύϑΥʔϚϯε

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© 2018 PLAID,Inc. ͲΕ͚ͩૉ੖Β͍͠αʔϏεͰ΋ো֐͸ى͖Δ - 2017/3ͷS3ͷେن໛ো֐(https://aws.amazon.com/jp/message/41926/) - ໿3࣌ؒɺUS-EAST-1ͷS3͕࢖͑ͳ͘ͳΓɺଟ͘ͷαʔϏε͕μ΢ϯ - S3͸99.99ͷSLA ো֐ͷதʹ͸γϯάϧΫϥ΢υͰ͸ରԠ͠Α͏͕ͳ͍΋ͷ΋ଘࡏ͢Δ - ωοτϫʔΫͳͲڞ௨෦෼ͷো֐ - Ϧʔδϣϯ/κʔϯͷ֓೦Λ࣋ͨͳ͍ϚωʔδυαʔϏεͷো֐

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© 2018 PLAID,Inc. ֤ϓϩόΠμʔࣅͨΑ͏ͳαʔϏεΛఏڙ͍ͯ͠ΔͷͰɺ༷ʑͳ৔ॴͰ࣮ݱՄೳ શͯͰ͜ͷߏ੒ΛͱΔͷ͸೉͍͠ͷͰɺಋೖ෦෼ʹ͍ͭͯ͸ݟۃΊ͕ඞཁ - γεςϜͱͯ͠ͷॏཁ͞ - ࣮ݱͷ೉қ౓ ཁ݅ʹԠͯ͡ɺͲ͜·Ͱ࡞ΓࠐΉ͔ߟ͑Δ - ଟগίεύ͕ѱͯ͘΋ಈ͚͹͍͍ - खಈͰ੾Γସ͑Ε͹͍͍ ϦΞϧλΠϜղੳʹؔΘΔॏཁͳ෦෼͸ ग़དྷΔ͚ͩෳ਺ͷϓϩόΠμʔͰಈ͔ͤΔΑ͏ʹ͍ͯ͠Δ GCS S3 CloudCDN CloudFront

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© 2018 PLAID,Inc. ௨৴ίετ͕਺ඦഒʹͳͬͨ࿩ ผϓϩόΠμʔͷαʔϏε΁ͷ௨৴ͷίετʹ஫ҙ - ϦΞϧλΠϜղੳͰͷBigtableͱEC2ͷ௨৴Ͱର৅ - Bigtable΁ͷසൟͳRead/WriteʹΑΓίετ૿ - Bigtable͸ಉ͡zone͔Βͷ௨৴͸ίετ͸͔͔Βͳ͍ - Bigtableͱಉ͡zoneʹGCEΛߏங - ෭࣍తͳޮՌͱͯ͠ɺ҆ఆੑ/Latency͕޲্ - AWS͸GCPͷόοΫΞοϓܥʹ NBJO TUBOECZ NBJO

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© 2018 PLAID,Inc. ผϓϩόΠμ΁ͷ71/ܦ༝ͷ௨৴ͷଳҬʹ஫ҙ ωοτϫʔΫͷεϧʔϓοτ͕ஶ͘͠௿Լͨ͠࿩ - GCPʹReadReplicaΛ࡞ΓɺVPNͷ௨৴ྔ࡟ݮ - ෳ਺VPNτϯωϧʹIPϧʔςΟϯάͰෛՙ෼ࢄ - ଳҬΛ؂ࢹ͠ɺඞཁʹԠͯ͡τϯωϧΛ௥Ճ - GCPͱAWS઀ଓͷͨΊͷVPN෦෼ - GCE͔ΒMongo(EC2)΁ͷେྔͷRead - VPNͷଳҬ͕ανΓϘτϧωοΫ - 1.5Gps/1VPNτϯωϧ(GCP) - ଳҬʹ͸ಛʹ੍ݶͳ͠(AWS) IUUQUFDIQMBJEDPKQBXT@HDQ@NVMUJDMPVE@