Slide 1
Slide 1 text
4QJOOBLFSͰ࣮ݱ͢Δ
Ϋϥυ։ൃऀͷͨΊͷσϓϩΠύλʔϯೖ
%40$*OGSBTUSVDUVSF(SPVQେᖒलҰ
4BOTBOגࣜձࣾ
Slide 2
Slide 2 text
େᖒ लҰʢShuichi Ohsawaʣ
DSOCʢData Strategy & Operation Centerʣ
ɹInfrastructure Group ݉ CSIRT
ID : @ohsawa0515
Blog : https://blog.jicoman.info/
աڈొஃྺ
July Tech Festa 2017
インフラエンジニアが Consul と Stretcher をつかったデプロイ改善で
開発効率の向上に貢献した話
Vuls 祭り #2
サーバレスで Vuls スキャン on AWS
Google Cloud INSIDE Digital #2
Windows Server VM Migration & Continuous Delivery with Spinnaker
Slide 3
Slide 3 text
Company Profile
Sansanגࣜձ͕ࣾల։͢Δ2ͭͷࣄۀ
๏ਓ͚Ϋϥυ໊ཧαʔϏε ݸਓ໊͚ΞϓϦ
Slide 4
Slide 4 text
No content
Slide 5
Slide 5 text
Data Strategy and Operation Center
໊͕ࣔ͢ใ
ձࣾɾݸਓͷใ ͭͳ͕Γˠਓ຺ ڧΈ
ۀछɺ৬छɺ৬ɺҬ ͍ͭɺͲͷ෦ॺɾ৬ͷ
ਓͱग़ձ͔ͬͨ
ԣͷܨ͕Γͷ๛͔͞Βɺ
໊ॴ༗ऀͷφϨοδɾܦݧ
͕͋ΔྖҬ͕ࣔࠦ͞Ε͍ͯΔ
৬໊
ࢯ໊
اۀ໊
ϝʔϧΞυϨεి൪߸63-
1 2 3
SansanגࣜձࣾͷࣄۀΛࠜװ͔Βࢧ͑Δ
ʮग़ձ͍ʯͷσʔλϕʔεΛߏங
Slide 6
Slide 6 text
Data Strategy and Operation Center
໊औΓࠐΈ എܠ ը૾ิਖ਼
1
ׂ߲
2
ηΩϡϦςΟʔ߲ࡉׂɺ߲ೖྗ
3
νΣοΫˍิਖ਼
5
Ϛʔδ
4
ϚΠΫϩλεΫ×ϚϧνιʔγϯάʹΑΔಠࣗͷ໊σʔλԽγεςϜ
໊σʔλԽγεςϜʮGEESʯ
ηΩϡΞͳڥΛߏங
Slide 7
Slide 7 text
ࠓͷΰʔϧ
- Spinnaker ͷϝϦοτΛͬͯΒ͏
- Spinnaker Λ׆༻ͨ͠σϓϩΠύλʔϯΛͬͯΒ͏͜ͱͰɺ
օ༷ͷγεςϜʹద༻Ͱ͖ͳ͍͔Λߟ͑Δ͖͔͚ͬʹͳͬͯΒ͏
Slide 8
Slide 8 text
Agenda
- Spinnaker ͷ֓ཁ
- Spinnaker ͷίϯηϓτ
- Spinnaker Λར༻ͨ͠σϓϩΠύλʔϯ
- ͙͢ʹ࢝ΊΔʹ
- ·ͱΊ
Slide 9
Slide 9 text
͞ͳ͍͜ͱ
- ଞύϒϦοΫΫϥυɺϓϥΠϕʔτΫϥυʹ͓͚ΔϢʔεέʔε
- Microservies Service mesh ʹ͍ͭͯ
Slide 10
Slide 10 text
࣭ᶃ
Spinnaker ΛͲͷ͙Β͍ͬͯ·͔͢ʁ
Αͬͯ͘Δ
໊લฉ͍ͨ
͜ͱ͋Δ
ͳʹͦΕʁ
ඒຯ͍͠ͷʁ
ͳΜͱͳ͘
ͬͯΔ
Slide 11
Slide 11 text
࣭ᶄ
ͲͷΫϥυαʔϏεΛ͔͍ͭͬͯ·͔͢ʁ
Amazon Web
Services
ʢAWSʣ
Microsoft Azure
ϓϥΠϕʔτΫϥ
υɾͦͷଞ
Google Cloud
Platoform
ʢGCPʣ
Slide 12
Slide 12 text
4QJOOBLFSͷ֓ཁ
Slide 13
Slide 13 text
Spinnaker ͱ
- OSS ͷ ܧଓతσϦόϦʔ (Continuous Delivery; CD) ϓϥοτϑΥʔϜ
- Netflix ͕։ൃɺ2015ʹOSSԽ
- Netflix ͰഓΘΕͨܧଓతσϦόϦʔͷϓϥΫςΟε͕ө
- GoogleɺMicrosoftɺPivotal ͱఏܞ͢Δ͜ͱͰɺϚϧνΫϥυରԠͷՃ্
- OracleɺTargetɺVeritasɺSchibstedɺArmoryɺKenzan ͳͲͷاۀ։ൃʹࢀՃ
Slide 14
Slide 14 text
ॴ
- ϚϧνΫϥυରԠ AWSɺGCPɺAzureɺOpenStack etc
- ϚϧνϓϩόΠμରԠ Amazon EC2, Google Compute Engine, Kubernetes etc
- ෳͷσϓϩΠઓུΛαϙʔτ
- Red/BlackʢGlue/Greenʣ͕ඪ४αϙʔτɺCanary σϓϩΠΧελϚΠζՄೳ
- GUI ্ͰύΠϓϥΠϯʢϑϩʔʣΛ࡞ΕΔ
- CI πʔϧͱͷ࿈ܞखஈ͕ଟ͍ɻCD ͱͯ͠ͷׂʹಛԽ͍ͯ͠Δ
Slide 15
Slide 15 text
https://jp.techcrunch.com/2019/07/23/2019-07-22-google-cloud-makes-it-easier-to-set-up-continuous-delivery-with-spinnaker/
Slide 16
Slide 16 text
ॴ
- ηϧϑϗεςΟϯά
- Spinnaker ࣗͷσϓϩΠʹͦΕͳΓͷϚγϯϦιʔεΛཁ͢Δ
- AWS: m5.xlarge, GCP: n1-highmem-4ʢCPU 4, Memory 16GBʣ
- υΩϡϝϯτ͕গͳ͍ɻυΩϡϝϯτͱ࣮ࡍͷ UI ݁Ռ͕ҟͳΔ߹͕͋Δ
- όά͕ଟ͍ʢύΠϓϥΠϯͷૢ࡞ܥɻσϓϩΠʹؔ͢Δόά͋·Γૺ۰͠ͳ͍ʣ
- Spinnaker ಠࣗͷઃఆ͕ଟ͘ɺ͍͜ͳ͢ͷ͕େม
- Spinnaker ͓͡͞ΜΛੜΈग़͢ةݥੑ
Slide 17
Slide 17 text
4QJOOBLFSͷίϯηϓτ
Slide 18
Slide 18 text
ίϯηϓτ - Application management -
- ΞϓϦέʔγϣϯͷ֓೦ΛϞσϧԽ͢Δ͜ͱͰ
ϚϧνΫϥυͰಉ͡Α͏ʹѻ͑Δ
- Instance: Amazon EC2, Google Compute
Engine(GCE), Kubernetes Pod etc
- Server Group: Instance ͷάϧʔϓԽ
- Auto Scaling GroupʢAWSʣɺInstance Group
ʢGCPʣɺReplicaSetʢKubernetesʣ
- σϓϩΠՄೳͳΞʔςΟϑΝΫτ
ʢVMΠϝʔδɺDockerΠϝʔδɺϚχϑΣετ etcʣɺ
ΠϯελϯεɺΦʔτεέʔϦϯάϙϦγʔ͔Βߏ
- Cluster: Server Group ΛཧతʹάϧʔϓԽ
- Application: Cluster ͷू·Γ
- Firewall
- Load Balancer
https://www.spinnaker.io/concepts/#application-management
Slide 19
Slide 19 text
ίϯηϓτ - Application deployment -
- Pipeline: σϓϩΠϑϩʔΛߏ
- Stage
- Triggers
- Notifications
- Stage Pipeline ͷߏཁૉɻύΠϓϥΠϯ͕࣮ߦ͢ΔΞΫγϣϯΛهड़
- Infrastructure Stagesʢج൫ͱͳΔΠϯϑϥετϥΫνϟΛߏஙʣ
- External Systems Integrationsʢ֎෦γεςϜͱͷ࿈ܞʣ
- Controlling FlowʢঝೝɺλΠϛϯάɺذϩδοΫͳͲɺύΠϓϥΠϯͷྲྀΕΛ੍ޚ͢Δʣ
- Deployment strategies
- Red/Black (Blue/Green)
- Canary
Slide 20
Slide 20 text
Infrastructure Stages
- Ϧιʔε࡞ɺߋ৽ɺআͳͲج൫ͱͳΔΠϯϑϥετϥΫνϟΛߏங͢Δεςʔδ
- ϚϧνΫϥυΛར༻͍ͯ͠Δ߹ɺҰ؏ͨ͠ํ๏ͰͦΕͧΕͷΫϥυʹల։Ͱ͖ΔͨΊɺ
ೝతͳෛՙ͕ܰݮ͞ΕΔ
- Bake (VMΠϝʔδ, DockerΠϝʔδͷ࡞)
- Find Image From {Cluster, Tag} ʢΠϝʔδΛಛఆ͢Δʣ
- DeployʢRed/Black, ϚχϑΣετద༻ʣ
- {Disable, Shrink, Scale Down, Rollback} ClusterʢClusterͷૢ࡞ʣ
- {Clone, Enable, Disable, Resize, Destroy} Server GroupʢServer Groupͷૢ࡞ʣ
- Run Job (ίϯςφ࣮ߦ)
- Script (Jenkins্ͰҙͷεΫϦϓτ࣮ߦ)
ओͳεςʔδ
Slide 21
Slide 21 text
External Systems Integrations
- ֎෦γεςϜͱͷ࿈ܞ
- Continuous IntegrationʢCIʣ
- Jenkins / TravisCI / Wercker / Concourse CI
- Webhook
- CircleCIͳͲαϙʔτ͞Ε͍ͯͳ͍αʔϏεͷ߹ʹར༻
Slide 22
Slide 22 text
Controlling Flow
- ύΠϓϥΠϯͷྲྀΕΛ੍ޚ͢Δεςʔδ
- Check Preconditions (݅ذ)
- Manual Judgment (खಈঝೝ)
- Waitʢࢦఆ͞ΕͨඵΛػ)
- Pipeline (ผͷύΠϓϥΠϯΛ࣮ߦ)
Slide 23
Slide 23 text
Triggers
- ύΠϓϥΠϯͷ։࢝Λ੍ޚ
- Time-based triggers
- Manual
- Cron
- Event-based triggers
- Git (GitHub, GitLab etc)
- Continuous Integration (Jenkins etc)
- Docker Registry (Docker Hub, GitLab Container Registry, Amazon ECR, Google Container Registry etc)
- Pipeline
- Pub/Sub (Cloud Pub/Sub, Amazon SNS etc)
Slide 24
Slide 24 text
Notifications
- Email
- Slack
- SMS via Twilio
- Pub/Sub
- Spinnaker ͔Β֎෦γεςϜͷ࿈ܞՄೳ
- ύΠϓϥΠϯͷ։࢝ɺޭɺࣦഊ࣌ʹ௨
- ֤εςʔδͰ௨Մೳ
ରԠ͍ͯ͠Δ௨ઌ
Slide 25
Slide 25 text
Deployment strategies - Red/Black (Blue/Green)
https://www.spinnaker.io/concepts/#deployment-strategies
- ՔಇதʢBlueʣ͔Β৽όʔδϣϯʢGreenʣʹগͣͭ͠ೖΕସ͍͑ͯ͘
- Blue γεςϜʹมߋΛՃ͑ͳ͍ʢImmutable Infrastructureʣ
- ϩʔϧόοΫʢΓ͠ʣ͕༰қ
- ޓੑ͕ͳ͍มߋʢDBϚΠάϨʔγϣϯͳͲʣ͕͋Δ߹ผ్ରԠ͕ඞཁ
Slide 26
Slide 26 text
Deployment strategies - Canary
- 3ͭͷΫϥελΛߏ͠ɺͦΕͧΕʹτϥϑΟοΫΛྲྀ͢
- Production: ຊ൪ΫϥελʢෳΠϯελϯε)
- Baseline: ຊ൪Ϋϥελͱಉ͡όʔδϣϯͷίʔυɻCanary ͱൺֱ͢Δʢ௨ৗ 3Πϯελϯεʣ
- Canary: ৽όʔδϣϯͷίʔυ৽ߏʢBaseline ͱಉ͘͡ 3Πϯελϯεʣ
Load Balancer
Production (v1)
Traffic
Many Instances
Baseline (v1)
3+ Instances
Canary (v2)
3+ Instances
Metrics
Canary
Analysis
Refer: https://medium.com/netflix-techblog/automated-canary-analysis-at-netflix-with-kayenta-3260bc7acc69
Slide 27
Slide 27 text
Deployment strategies - Canary (Evaluation)
- Baseline ͱ Canary ಉ݅͡Ͱἧ͑ͯධՁ͢Δඞཁ͕͋Δ
- ಉ࣌ؒ͡
- ಉ͡αΠζ
- ಉ͡τϥϑΟοΫྔ
- ेͳ͕࣌ؒඞཁ
- ධՁ࣌ؒ: 3࣌ؒ
- ΧφϦΞੳִؒ: 1࣌ؒ
- ࣌ܥྻσʔλ: 50ݸ+ Load Balancer
Baseline (v1)
3+ Instances
Canary (v2)
3+ Instances
Traffic
Slide 28
Slide 28 text
Deployment strategies - Canary (Judgement)
- ϝτϦΫεΛऩूʢlatency, errors, saturation etcʣ
- ෳϝτϦΫεΛάϧʔϓԽͰ͖Δ
- ϝτϦΫεͷऩूઌͱͯ͠ɺStackdriver, Prometheus, Datadog ͕αϙʔτ͞Ε͍ͯΔ
- ΤϥʔɺࣦഊΛධՁͤͣɺϝτϦΫεͷภࠩΛධՁ͢Δ
- Canary ͕ Baseline ͱಉͰ͋Δ͔ or ѱ͘ͳ͍ͬͯͳ͍͔
- ͖͍͠ʹରͯ͠ɺͦͷϝτϦΫε͕ʮ߹֨ʯ͍ͯ͠Δ͔Λஅ
- ࣗಈΧφϦΞੳʢKayenta) ͰείΞϦϯάͯ͠ϦϦʔε͖͔͢Λࣗಈஅ
- ϝτϦΫεͷ૯ʹରͯ͠ʮ߹֨ʯ͍ͯ͠ΔϝτϦΫεͷׂ߹Λܭࢉ
- ྫʣ10 ϝτϦΫεதɺ߹֨ϝτϦΫε͕ 8 ͷ߹ɺ80 ͱͯ͠ࢉग़
- ϝτϦΫεάϧʔϓຖʹॏΈ͚͢Δ͜ͱͰ͖Δ
Slide 29
Slide 29 text
Pipeline ྫ
https://www.spinnaker.io/concepts/#pipeline
- TEST ڥͰطʹσϓϩΠ͞Ε͍ͯΔΠϝʔδΛར༻͠ɺCanary ͰগྔͷτϥϑΟοΫΛςετͯ͠
͔ΒɺPROD ʹ Red/Black σϓϩΠ͕࣮ߦ͞ΕΔ
- Canary ͷϝτϦοΫऩूʢWait 30 mins) ͱ खಈঝೝͷ྆ํ͕ྃ͢ΔͱσϓϩΠ͕࣮ߦ͞ΕΔ
- σϓϩΠྃޙɺCanary ༻ Server Group ͷఀࢭͱ 2͔࣌ؒͬͯΒݹ͍ Server Group Λഁغ͢Δ
Slide 30
Slide 30 text
Spinnaker Λར༻ͨ͠σϓϩΠύλʔϯ
Slide 31
Slide 31 text
σϓϩΠύλʔϯ
1. Triggering pipeline using GitHub
2. Triggering pipeline using Pub/Sub
3. Triggering pipeline using Docker Registry
1. VM machine deployment pipeline
- AWS, GCP
2. Kubernetes deployment pipeline
3. Multi-Cloud, Multi-Region deployment pipeline
4. Canary deployment pipeline
Integration ͲͷΑ͏ʹ֎෦γεςϜͱ࿈ܞ͢Δ͔
Pipeline ͲͷΑ͏ʹύΠϓϥΠϯΛߏங͢Δ͔
Slide 32
Slide 32 text
1. Triggering pipeline using GitHub
2. Triggering pipeline using Pub/Sub
3. Triggering pipeline using Docker Registry
1. VM machine deployment pipeline
- AWS, GCP
2. Kubernetes deployment pipeline
3. Multi-Cloud, Multi-Region deployment pipeline
4. Canary deployment pipeline
Integration ͲͷΑ͏ʹ֎෦γεςϜͱ࿈ܞ͢Δ͔
Pipeline ͲͷΑ͏ʹύΠϓϥΠϯΛߏங͢Δ͔
σϓϩΠύλʔϯ
Slide 33
Slide 33 text
1. Triggering pipeline using GitHub
- Git push ΛτϦΨʔʹ Pipeline Λ࣮ߦ
- GitHub ͔Β Clone ͖ͯͯ͠ΞʔςΟϑΝΫτʢՌʣΛऔಘ
- Jenkins ͱ࿈ܞͯ͠ςετΛ࣮ߦ
- ςετ௨աͨ͠ΒखಈঝೝΛܦͯσϓϩΠ
GitHub
Trigger Manual Judgement
Testing
Slide 34
Slide 34 text
1. Triggering pipeline using GitHub
- Configuration: ΞʔςΟϑΝΫτΛड͚औΔʢGit clone)
- Test: Jenkins ͱ࿈ܞͯ͠ςετΛ࣮ߦ
- खಈঝೝ: Slack ͳͲͰ௨
- Bake: ΠϝʔδੜʢAMIɺDockerΠϝʔδʣ
- AMIͷ߹ Packerʢby HashicorpʣͰੜ
- Deploy to Prod: Red/Black
Slide 35
Slide 35 text
2. Triggering pipeline using Pub/Sub
- Test & Build CI πʔϧଆʢࠓར༻͍ͯ͠Δ CI αʔϏεͷมߋͳ͠ʣ
- ετϨʔδʢS3ͳͲʣͷ PUT ΠϕϯτݕɺPub/Sub ܦ༝Ͱ Pipeline ࣮ߦ
- खಈঝೝΛܦͯσϓϩΠ
GitHub
Testing & Build Event
Upload Queue Trigger
Event
Upload Trigger
Cloud Build Cloud Storage Cloud Pub/Sub
Testing & Build Manual Judgement
Slide 36
Slide 36 text
2. Triggering pipeline using Pub/Sub
- Configuration: ΞʔςΟϑΝΫτΛड͚औΔʢS3 or GCSʣ
- खಈঝೝ: Slack ͳͲͰ௨
- Bake: ΠϝʔδੜʢAMIɺDockerΠϝʔδʣ
- Deploy to Prod: Red/Black
Slide 37
Slide 37 text
3. Triggering pipeline using Docker Registry
- CIʢTestingʣผϑϩʔ
- Docker ΠϝʔδΛ Docker Registry ʹ PushɺΠϕϯτݕͰ Pipeline ࣮ߦ
- खಈঝೝΛܦͯσϓϩΠ
GitHub
Testing & Build Trigger
Push
Testing & Build
Push
Trigger
Cloud Build Container Registry
Manual Judgement
Slide 38
Slide 38 text
3. Triggering pipeline using Docker Registry
- Configuration: ΞʔςΟϑΝΫτΛड͚औΔ
- खಈঝೝ: Slack ͳͲͰ௨
- Deploy to Prod: Red/Black
Slide 39
Slide 39 text
1. Triggering pipeline using GitHub
2. Triggering pipeline using Pub/Sub
3. Triggering pipeline using Docker Registry
1. VM machine deployment pipeline
- AWS, GCP
2. Kubernetes deployment pipeline
3. Multi-Cloud, Multi-Region deployment pipeline
4. Canary deployment pipeline
Integration ͲͷΑ͏ʹ֎෦γεςϜͱ࿈ܞ͢Δ͔
Pipeline ͲͷΑ͏ʹύΠϓϥΠϯΛߏங͢Δ͔
σϓϩΠύλʔϯ
Slide 40
Slide 40 text
Auto Scaling group
1. AWS deployment
- Server Group: Auto Scaling Group
- Instance: EC2
app-v001
Auto Scaling group
app-v002
Slide 41
Slide 41 text
Serving Instance
Compute Engine
Multiple Instances
1. GCP deployment
- Server Group: Managed Instance Group
- Instance: GCE
app-v001 app-v002
Cloud Load Balancing
Instance Group
Serving Instance
Compute Engine
Multiple Instances
Instance Group
Slide 42
Slide 42 text
1. VM machine deployment pipeline
- Cofiguration: ΞʔςΟϑΝΫτΛड͚औΔ
- Bake εςʔδͰ AMI ࡞
- Packerʢby HashicorpʣͰੜ
- Red/Black (Blue/Green) σϓϩΠ
- खಈঝೝ
- σϓϩΠޙɺಈ࡞ʹ͕ͳ͍͔ΛνΣοΫ
- [ͳ͠ͷ߹] Red ༻ Server Group ͷΠϯελϯεॖୀ
- [͋Γͷ߹] ϩʔϧόοΫ
Slide 43
Slide 43 text
2. Kubernetes deployment pipeline
- Cofiguration: ΞʔςΟϑΝΫτΛड͚औΔ
- Red/Black (Blue/Green) σϓϩΠ
- ϚχϑΣετϑΝΠϧͷద༻ʢV2ϓϩόΠμʣ
- खಈঝೝ
- σϓϩΠޙɺಈ࡞ʹ͕ͳ͍͔ΛνΣοΫ
- [͋Γͷ߹] ϩʔϧόοΫ
Slide 44
Slide 44 text
3. Multi-Cloud, Multi-Region deployment pipeline
- AWS, GCP ͦΕͧΕ US ͱ౦ژϦʔδϣϯʹσϓϩΠ
- खಈঝೝ
- σϓϩΠޙɺಈ࡞ʹ͕ͳ͍͔ΛνΣοΫ
- [͋Γͷ߹] ϩʔϧόοΫ
Slide 45
Slide 45 text
4. Canary deployment pipeline
- Cofiguration: ΞʔςΟϑΝΫτΛड͚औΔ
- Deploy Canary
- Canary (v2) ͷσϓϩΠ
- Find Baseline Image / Deploy Baseline
- Baseline (v1) ͷσϓϩΠ
- Canary Analytics
- Canary ͱ Baseline ΛൺֱɺείΞʹج͍ͮͯࣗಈతʹஅ
- είΞΛຬͨͨ͠߹ɺຊ൪ʹσϓϩΠ
Slide 46
Slide 46 text
͙͢ʹ࢝ΊΔʹ
Slide 47
Slide 47 text
GCP
- GKE ͰηοτΞοϓͰ͖ΔڥΛఏڙ͞Ε͍ͯΔ
- https://github.com/GoogleCloudPlatform/spinnaker-for-gcp
- Cloud Shell ্ͰίϚϯυΛίϐϖ͢Δ͚ͩͰ Production-ready ͳڥΛߏங
- গʑ͕͔͔࣌ؒΔ͕ҰൃͰΠϯετʔϧͯ͘͠ΕΔͷͰΊͬͪΌָ
Slide 48
Slide 48 text
No content
Slide 49
Slide 49 text
AWS
- AWS ͔Β Quickstart ͕ఏڙ͞Ε͍ͯΔ͕ɺߋ৽͞Ε͓ͯΒͣݹ͍
- Ubuntu 14ͱ͔ŋŋŋ
- Spinnaker υΩϡϝϯτͱެ͔ࣜΒఏڙ͞Ε͍ͯΔ CloudFormation ςϯϓϨʔτͰߏங͍ͯ͘͠
- Amazon EKS Ͱಈ͔ͳ͔ͬͨʢҰ෦ͷαʔϏε͕ແݶʹΫϥογϡ & ࠶ىಈʣ
- Amazon EC2 ͷΠϯετʔϧͳ͠
Slide 50
Slide 50 text
·ͱΊ
- Spinnaker ʹ͍ͭͯհ
- Spinnaker ͷϝϦοτɾσϝϦοτɺίϯηϓτ
- Spinnaker Λར༻ͨ͠σϓϩΠύλʔϯΛհ
- ֎෦αʔϏεͱͷ࿈ܞύλʔϯ
- AWSɺGCP ʹ͓͚ΔσϓϩΠύλʔϯ
Slide 51
Slide 51 text
Spinnaker ࢀߟจݙ
- Continuous Delivery With Spinnaker https://www.spinnaker.io/publications/ebook/
- Kubernetes࣮ફΨΠυ ΫϥυωΠςΟϒΞϓϦέʔγϣϯΛࢧ͑Δٕज़ʢࢁ ৾ޗ / ૣ ത ஶʣ
- Slack https://join.spinnaker.io/
Slide 52
Slide 52 text
એ
- 9݄22 ٕज़ॻయ7 Ͱ Spinnaker ຊΛग़͢༧ఆͰ͢ʂ
- ίϯςϯπʢԾʣ
- Spinnaker ͷߏஙํ๏ʢAWSɺGCPʣ
- ࠓհͨ͠Ϣʔεέʔεผઃఆํ๏
- CLI ʹΑΔύΠϓϥΠϯߏங