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AWS vs GCP 今から作る ならどっちがいいの!?
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Show Murai
October 23, 2017
Technology
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AWS vs GCP 今から作る ならどっちがいいの!?
Show Murai
October 23, 2017
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Transcript
AWS vs GCP ࠓ͔Β࡞Δ ͳΒͲ͕͍͍ͬͪͷʂʁ αϙʔλʔζCoLabษڧձ Oct 19 2017 αΠόʔΤʔδΣϯτ
ΞυςΫελδΦ ଜҪ ᠳଠ࿕ https://supporterzcolab.com/event/182/
͖ΐ͏ͳ͢͜ͱ 1. ࣗݾհ 2. AWSͱ 3. GCPͱ 4. AWS vs
GCP 5. ͍ͯΔγεςϜ
ࣗݾհ • ଜҪᠳଠ࿕ • גࣜձࣾαΠόʔΤʔδΣϯτ • ΞυςΫελδΦ ΠϯϑϥνʔϜ • Πϯϑϥ
ϦʔυΤϯδχΞ ※ຊͷൃදݸਓͷݟղͰ͋Γɺॴଐ͢Δ৫ͷެࣜݟղͰ͋Γ·ͤΜ
ࣗݾհ • ژग़ ౦ژࡏॅ • ࣾձਓ 6 • ֶੜͷࠒը૾ೝࣝɺ ίϯϐϡʔλϏδϣϯΛݚڀͯ͠·ͨ͠
• લ৬ωοτϫʔΫػثͷ αʔόʔαΠυΤϯδχΞͬͯ·ͨ͠ • झຯཱྀߦɺϑοταϧ • ग़·͢
͓·͑AWSৄ͍͠ͷʁ
ਓฒΈʹͬͯΔ(ͣ) • AWSྺɿ5͘Β͍ • AWSͰ͖ͳαʔϏεɿRedshiftɺLambda • AWSೝఆɿAWS SAP • Re:Invent
2015 ࢀՃ͠·ͨ͠
͓·͑GCPৄ͍͠ͷʁ
࠷͕ۙͬͭΓ৮Γ͡Ί·ͨ͠ • GCPྺɿ3͘Β͍ • GCPͰ͖ͳαʔϏεɿPub/Sub • աڈͷൃදࢿྉ • GCPͰࠂಈըΛࣗಈੜͨ͠͠
օ༷ʹ࣭͍ͤͯͩ͘͞͞
AWSΛͬͯΔํ
GCPΛͬͯΔํ
ຊͷରऀ • AWS·ͨGCP͜Ε͔Β͍͍ͨਓ • AWSɺGCPͪΐͬͱͬͨਓ • ύϒϦοΫΫϥυͷೖͱ͔ॳ৺ऀͷਓ
ࠓ͓͢Δ͜ͱ • AWSͱͳʹ • GCPͱͳʹ • AWS vs GCP •
ͦΕͧΕ͍ͯΔ༻్
AWSͱʁ
AWS(Amazon Web Service)ͱ ΫϥυίϯϐϡʔςΟϯάαʔϏε →Ϩϯλϧαʔόʔͷ͍ͭ͢͝ ʮΠϯϑϥ͕WebαʔϏεʹͳͬͨʯ AWS ʹ͍ͭͯ https://aws.amazon.com/jp/about-aws/
AWSͷੈքల։ • Ϧʔδϣϯ • େͳͲཧతʹΕͨྖҬ • 16ͷϦʔδϣϯ • ౦ژɺόʔδχΞɺϩϯυϯ •
ΞϕΠϥϏϦςΟʔκʔϯ • 1 ͭͷϦʔδϣϯʹෳͷͦΕͧΕಠཱͨ͠ϩέʔγϣϯ • ྫ. ౦ژϦʔδϣϯͷAZɿɺཱ ※࣮ࡍʹެ։͞Ε͍ͯ·ͤΜ EC2 ϦʔδϣϯͱΞϕΠϥϏϦςΟʔκʔϯ http://docs.aws.amazon.com/ja_jp/AWSEC2/latest/UserGuide/using-regions-availability-zones.html
AWSͰग़དྷΔ͜ͱ(΄ΜͷҰ෦) • ΫϦοΫ·ͨAPIͰߏஙՄೳͳίϯϐϡʔτ • EC2 • ΫϦοΫ·ͨAPIͰߏஙՄೳͳσʔλϕʔε • RDS •
੍ݶແ͠ͷσʔλετϨʔδ • S3 • ετϦʔϜॲཧ • Kinesis (Stream)
࠾༻࣮ ಋೖࣄྫ https://aws.amazon.com/jp/solutions/case-studies/all/
GCPͱʁ
GCP(Google Cloud Platform)ͱ • Google͕ఏڙ͢ΔύϒϦοΫΫϥυ • Google ࣾͰΘΕ͍ͯΔͷͱಉ͡ ςΫϊϩδʔΠϯϑϥΛఏڙ͍ͯ͠Δ ΫϥυαʔϏε
• BigQueryɺGoogle MLͳͲଞͷΫϥυΑΓ ༏ҐੑΛͭαʔϏε͕͋Δ
GCPͷੈքల։ • Ϧʔδϣϯ • େͳͲཧతʹΕͨྖҬ • 12ͷϦʔδϣϯ • ౦ژɺϩϯυϯɺΦϨΰϯ •
ΞϕΠϥϏϦςΟʔκʔϯ • 1 ͭͷϦʔδϣϯʹෳͷͦΕͧΕಠཱͨ͠ϩέʔγϣϯ • ྫ. ౦ژϦʔδϣϯͷAZɿɺཱ ※࣮ࡍʹެ։͞Ε͍ͯ·ͤΜ
࠾༻࣮
AWSͱGCPͲ͕͍͍ͬͪͷ?
৴པੑͰݎ࿚͕ٻΊΒΕΔͳΒ
None
γϯϓϧͳγεςϜͳΒ
None
AWS vs GCP
None
ͱ͖ͬͭ͢͞ ͋Δҙຯݹ͍γεςϜ ͬͯΔਓଟ͍ ใ͕ଟ͍ ެࣜɺblogɺqiitaͱ͔ Google App EngineͷΠ ϝʔδڧ͠ʁ ઌਐతͳΞʔΩςΫνϟ
BigQueryฉ͍ͨ͜ͱ͋Δ
None
υΩϡϝϯτใऩू • AWS • ެࣜυΩϡϝϯτ ͔ͳΓॆ࣮͍ͯ͠Δ • AWS ΫϥυαʔϏε׆༻ࢿྉू ๛ͰࢀߟʹͳΔ
• DevelopersIO ΊͪΌͪ͘Όݕࡧʹώοτ͢Δ • GCP • ެࣜυΩϡϝϯτͷຊޠΞοϓσʔτ͕͍ ӳޠͷ΄͏͕࣮֬ • ٕज़తͳهࣄ͕AWSͱൺֱͯ͠গͳ͍
None
ςΫχΧϧαϙʔτ • AWSαϙʔτ • ༗ྉϓϥϯ͕ඞਢ • ༗ྉαϙʔτͷ࣭͔ͳΓߴ͍ • ݪҼௐ͚ࠪͩͰͳ͘վળҊͳͲఏࣔͯ͘͠ΕΔ߹͋Γ(ݸਓత) •
GCPαϙʔτ • ༗ྉϓϥϯ͕ඞਢ • ຊޠαϙʔτΰʔϧυ($400/݄)Ҏ্
None
DevOps • AWS CloudFormation • JsonͰߏཧқߴΊ • қߴ͍͕ނʹใଟΊ • Google
Cloud Deployment Manager • yamlͰॻ͚Δͷྑ͛͞ • ݸਓతʹͬͯΔͷ • Terraform&AnsibleͰߏཧͱϓϩϏδϣχϯά
None
CLI tool • aws-cli • Homebrew ͰΠϯετʔϧՄೳ • Credential͕҉߸Խͳ͠Ͱอଘ͞ΕΔ •
ࠔͬͨΒhelpΛແ৺Ͱଧ͚ͭͩ • gcloud • ॳظηοτΞοϓͰίέΔͱͭΒ͍ • ࠔͬͨΒͬͺΓhelpଧͯΑ͍
None
Ϣʔβ/ݖݶͷཧ • AWS • IAMϢʔβɺϩʔϧͰࡉ͔͘ݖݶ͚ͭΒΕΔ • αʔϏεʹϩʔϧͰݖݶΛ͚ͭΒΕΔέʔε͋ͬͯྑ͍ • ηΩϡϦςΟݫ͍͠ͱ͜ΖͰେৎͪΌ͏͔ͳͱ •
GCP • αʔϏεʹରͯ͠Ӿཡɺ࡞ɺཧऀͱγϯϓϧ • ηΩϡϦςΟཁ݅ݫ͠ͷͱ͜ΖNGͩͱࢥ͏
None
ωοτϫʔΫ • AWS • VPCΛϦʔδϣϯຖʹ࡞ • ϨΨγʔωοτϫʔΫނʹཧղ͍͢͠ • ΦϯϓϨͱͭͳ͍͗͢ •
GCP • άϩʔόϧͰ1ͭͷVPC࡞Δ͚ͩ • GCPͷωοτϫʔΫ΄Μͱੌ͍ • FirewallϧʔτϨʔϒϧλάͰཧͰ͖Δ
None
ϩʔυόϥϯα • AWS • ELBɺALBɺNLBछྨଟ͍͔ΒͰ͖Δ͜ͱଟ͍ • εέʔϧΞοϓ࣌ͷԆ͕ଟ͍ • GCP •
࡞͔ΒαʔϏε։࢝·Ͱҟৗʹ͍(2,3sec) • IP anycastͱ͍͏ٕज़ΛٿنͰόϥϯγϯά • ಉ͡IPΞυϨεΛͬͯશੈք͔ΒΞΫηε͢Δ͜ͱ͕Մೳ
IP Anycast Introducing the new Google Cloud Load Balancing UI
https://cloudplatform.googleblog.com/2016/04/introducing-the-new-Google-Cloud-Load-Balancing-UI.html
None
Managed RDB • AWS RDS • MySQLޓͷAWSಠࣗΤϯδϯAurora͕࠷ڧ • ओཁͳσʔλʔϕʔεΤϯδϯἧͬͯΔ •
ఆظϝϯςφϯεʹඋ͓͑ͯ͘ • Cloud SQL • CloudSQLࣗͰνϡʔχϯάඞཁ • PostgreSQL·ͩBETA • ఆظϝϯςφϯεʹ
None
NoSQLɺKVS • AWS • DynamoDBϨΠςϯγͷNoSQLσʔλʔϕʔε • ElasticCacheΦϯϝϞϦKVS • GCP •
BigtableɺDatastoreͳͲͷGoogleͷόοΫΤϯυͰ ར༻͍ͯ͠ΔαʔϏεΛ͑Δ • ManagedΩϟογϡαʔϏε͕ݱঢ়ແ͍
None
Storage • AWS S3 • ඇৗʹߴ͍ٱੑ • ࡉ͔ͳݖݶઃఆ͕Մೳ • ੩తίϯςϯπͷϗεςΟϯά
• Cloud Storage • Multi-RegionalͰ౦ژʹஔ͞Εͳ͍ • IAMݖݶͰRead/Write/Admin͔͠ݖݶ͕͚Εͳ͍
None
Container Management • AWS ECS • ecs-cli ΛΈ߹Θͤͯ͏ͱศར • εέʔϧ/σϓϩΠपΓΩϟονΞοϓ͕ඞཁ
• EC2ؚΊͯཧ͢ΔͳΒCloudFormationͱΈ߹Θͤ • Google Container Engine(GKE) • kubernetesΛ͑Δ • kubernetes͕ίϯςφϚωδϝϯτͩͱϝΠϯετϦʔϜ(ଟ)
None
ϞχλϦϯάαʔϏε • AWS CloudWatch • μογϡϘʔυΛ࡞Δͷ͕େม • Ξϥʔτͷઃఆ̍ͭͣͭߦ͏ඞཁ͋Γ • Google
Stackdriver • ϝτϦοΫͷऩू͕ఆৗతʹέʔε͕͋Δ • AWSΦϯϓϨagentΛར༻ͯ͠ࢹՄೳ • ΞϥʔτͷઃఆάϧʔϓͰग़དྷΔ • μογϡϘʔυ͕ݟ͍͢ • αʔυύʔςΟπʔϧͷ΄͏͕༏ल(༗ྉ) • DatadogɺNew RelicɺMackarelͳͲ
None
ίετ • AWS • EC2Πϯελϯείεύ͕Ί • GCP • GCEΠϯελϯείεύྑ͍ •
ׂ࣌ؒҾࣗಈదԠ • ϓϦΤϯϓςΟϒϧΠϯελϯε؆୯ʹ͑Δ • BigQueryͷैྔ՝ۚʹҙ
None
݁Ռ
ཧղ͍͢͠ υΩϡϝϯτॆ࣮ αϙʔτྑ͍ IAMݖݶ ϦϨʔγϣφϧσʔλʔϕʔε NoSQLɺKVS ετϨʔδαʔϏε ωοτϫʔΫ ϩʔυόϥϯα ίϯςφϚωδϝϯτ
ϞχλϦϯά ίετ
None
AWSʹ͍ͯΔ༻్ • ΤϯλʔϓϥΠζ͚γεςϜ(ߗ͍ͱ͜Ζ)Ͱ͍͍ͨ • ηΩϡϦςΟݖݶΛݫ֨ʹཧ͍ͨ͠ • ΦϯϓϨϛεͱϋΠϒϦουΫϥυΛ࣮ݱ͍ͨ͠ • ϨΠςϯγDBΛ༻͢Δඞཁ͕͋Δ •
AWSͱ࿈ܞ͢ΔαʔυύʔςΟαʔϏεΛ͍͍ͨ
GCPʹ͍ͯΔ༻్ • γϯϓϧͳ3WebΞϓϦέʔγϣϯ • άϩʔόϧͰαʔϏεΛ͍ͨ͠ • BigQueryΛͬͯੳ͍ͨ͠ • TensorFlowΛͬͯػցֶशΛߦ͍͍ͨ •
ઑٕͬͨज़͍͍ͨ
݁ɿ࠷దͳπʔϧΛબͿ
͋Γ͕ͱ͏͍͟͝·ͨ͠
AWSGCP Γ͍ͨͻͱ ϚδͰઈࢍืूத ※ΦϑΟεݟֶ͚ͩͰେৎͰ͢ αΠόʔΤʔδΣϯτ ΞυςΫελδΦ https://adtech.cyberagent.io/