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CloudNativeDaysTokyo 2019 slide

hidenobu goto
July 22, 2019
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CloudNativeDaysTokyo 2019 slide

hidenobu goto

July 22, 2019
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  1. Profile • ໊લ ޙ౻ ल৴ • ॴଐ ٕज़ຊ෦ PrivateCloudGroup ։ൃνʔϜ

    • ܦྺ 2014 / 04 ~ 2016/08 SIer 2016 / 09 ~ ݱࡏ ࡏ੶த • ۀ຿ Kubernetes, OpenShiftͷॾʑ !2
  2. BareMetal Service (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ BareMetal ಺੡Ϋϥ΢υ Service VM BareMetal OpenStack

    Kilo
 Service VM BareMetal Kubernetes OpenStack Queens Service VM ͜Ε·ͰͷPrivateCloudPlatform 2013 - 2019 2015 - 2021 2019 - ݱࡏ΋Ұ෦ར༻த !5
  3. BareMetal Service (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ BareMetal ಺੡Ϋϥ΢υ Service VM BareMetal OpenStack

    Kilo
 Service VM BareMetal Kubernetes OpenStack Queen Service VM 2013 - 2019 2015 - 2021 2019 - ݱࡏ΋Ұ෦ར༻த ͜Ε·ͰͷPrivateCloudPlatform !6
  4. BareMetal Service (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ BareMetal ಺੡Ϋϥ΢υ Service VM BareMetal OpenStack

    Kilo
 Service VM BareMetal Kubernetes OpenStack Queen Service VM 2013 - 2019 2015 - 2021 2019 - ݱࡏ΋Ұ෦ར༻த ͜Ε·ͰͷPrivateCloudPlatform !7
  5. BareMetal Service (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ BareMetal ಺੡Ϋϥ΢υ Service VM BareMetal OpenStack

    Kilo
 Service VM BareMetal Kubernetes OpenStack Queen Service VM 2013 - 2019 2015 - 2021 2019 - - 2013 ͜Ε·ͰͷPrivateCloudPlatform !9
  6. • ComputeϊʔυΛ৽ن௥Ճ͢Δͷʹ͕͔͔࣌ؒΔ(20-30෼) • ઃఆมߋΛ͢Δ৔߹΋Ansible४උͯ͠.... • ࠓճ͸dynamic inventory࢖͑ͳ͍͔ΒIP͖࣋ͬͯͯ... • ͋Εɺ͜ͷComputeϊʔυ͚ͩconf͕[changed]ʹͳͬͨΑʁ •

    όΠφϦมߋ͍ͨ͠Μ͚ͩͲґଘͱ͔৭ʑେৎ෉?? • devͱ؀ڥ͕ҧ͏ͷͰɺ͜ͷϊʔυ͸ςετϊʔυͱͯ͠௥Ճͯ͠ݕূ • ਃ͠ૹΒΕͨڊେͳAnsibleྲྀ͢ͷυΩυΩ͢Δ ͜Ε·Ͱ՝୊ !10
  7. !12

  8. !14

  9. • ComputeϊʔυΛ৽ن௥Ճ͢Δͷʹ͕͔͔࣌ؒΔ(20-30෼) • ઃఆมߋΛ͢Δ৔߹΋Ansible४උͯ͠.... • ࠓճ͸dynamic inventory࢖͑ͳ͍͔ΒIP͖࣋ͬͯͯ... • ͋Εɺ͜ͷComputeϊʔυ͚ͩconf͕[changed]ʹͳͬͨΑʁ •

    όΠφϦมߋ͍ͨ͠Μ͚ͩͲґଘͱ͔৭ʑେৎ෉?? • devͱ؀ڥ͕ҧ͏ͷͰɺ͜ͷϊʔυ͸ςετϊʔυͱͯ͠௥Ճͯ͠ݕূ • ਃ͠ૹΒΕͨڊେͳAnsibleྲྀ͢ͷυΩυΩ͢Δ ͜Ε·Ͱ՝୊ !15
  10. • ComputeϊʔυΛ৽ن௥Ճ͢Δͷʹ͕͔͔࣌ؒΔ(20-30෼) • ઃఆมߋΛ͢Δ৔߹΋Ansible४උͯ͠.... • ࠓճ͸dynamic inventory࢖͑ͳ͍͔ΒIP͖࣋ͬͯͯ... • ͋Εɺ͜ͷComputeϊʔυ͚ͩconf͕[changed]ʹͳͬͨΑʁ •

    όΠφϦมߋ͍ͨ͠Μ͚ͩͲґଘͱ͔৭ʑେৎ෉?? • devͱ؀ڥ͕ҧ͏ͷͰɺ͜ͷϊʔυ͸ςετϊʔυͱͯ͠௥Ճͯ͠ݕূ • ਃ͠ૹΒΕͨڊେͳAnsibleྲྀ͢ͷυΩυΩ͢Δ ͜Ε·Ͱ՝୊ DaemonSetͰղܾ !16
  11. • ComputeϊʔυΛ৽ن௥Ճ͢Δͷʹ͕͔͔࣌ؒΔ(20-30෼) • ઃఆมߋΛ͢Δ৔߹΋Ansible४උͯ͠.... • ࠓճ͸dynamic inventory࢖͑ͳ͍͔ΒIP͖࣋ͬͯͯ... • ͋Εɺ͜ͷComputeϊʔυ͚ͩconf͕[changed]ʹͳͬͨΑʁ •

    όΠφϦมߋ͍ͨ͠Μ͚ͩͲґଘͱ͔৭ʑେৎ෉?? • devͱ؀ڥ͕ҧ͏ͷͰɺ͜ͷϊʔυ͸ςετϊʔυͱͯ͠௥Ճͯ͠ݕূ • ਃ͠ૹΒΕͨڊେͳAnsibleྲྀ͢ͷυΩυΩ͢Δ ͜Ε·Ͱ՝୊ DaemonSetͰղܾ ConfigMapͰղܾ !17
  12. • ComputeϊʔυΛ৽ن௥Ճ͢Δͷʹ͕͔͔࣌ؒΔ(20-30෼) • ઃఆมߋΛ͢Δ৔߹΋Ansible४උͯ͠.... • ࠓճ͸dynamic inventory࢖͑ͳ͍͔ΒIP͖࣋ͬͯͯ... • ͋Εɺ͜ͷComputeϊʔυ͚ͩconf͕[changed]ʹͳͬͨΑʁ •

    όΠφϦมߋ͍ͨ͠Μ͚ͩͲґଘͱ͔৭ʑେৎ෉?? • devͱ؀ڥ͕ҧ͏ͷͰɺ͜ͷϊʔυ͸ςετϊʔυͱͯ͠௥Ճͯ͠ݕূ • ਃ͠ૹΒΕͨڊେͳAnsibleྲྀ͢ͷυΩυΩ͢Δ ͜Ε·Ͱ՝୊ DaemonSetͰղܾ ConfigMapͰղܾ ContainerͰղܾ !18
  13. • ComputeϊʔυΛ৽ن௥Ճ͢Δͷʹ͕͔͔࣌ؒΔ(20-30෼) • ઃఆมߋΛ͢Δ৔߹΋Ansible४උͯ͠.... • ࠓճ͸dynamic inventory࢖͑ͳ͍͔ΒIP͖࣋ͬͯͯ... • ͋Εɺ͜ͷComputeϊʔυ͚ͩconf͕[changed]ʹͳͬͨΑʁ •

    όΠφϦมߋ͍ͨ͠Μ͚ͩͲґଘͱ͔৭ʑେৎ෉?? • devͱ؀ڥ͕ҧ͏ͷͰɺ͜ͷϊʔυ͸ςετϊʔυͱͯ͠௥Ճͯ͠ݕূ • ਃ͠ૹΒΕͨڊେͳAnsibleྲྀ͢ͷυΩυΩ͢Δ ͜Ε·Ͱ՝୊ DaemonSetͰղܾ ConfigMapͰղܾ ContainerͰղܾ Helm౳Ͱղܾ !19
  14. Control Plane Node - baremetal Worker Node (OpenStack: Compute Node)

    - baremetal Neutron-proxy Nova-compute Neutron- openvswitch VM Ceph Openstack master Kubernetes master Nginx-ingress etc... Prometheus Harbor fluentd / exporter VM VM Maxsacle GaleraCluster × 5 × 135 (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ Control Plane Worker Node !22
  15. !26

  16. !27

  17. • ͳͥͦ͏ͨ͠ʁ - ࠓճ͸OpenStackͷͨΊͷKubernetes
 ComputeϊʔυͰ͸ͳ͍෺ཧαʔόΛ؅ཧͨ͘͠ͳ͔ͬͨ(ӡ༻తͳ໘Ͱ)
 (ϊʔυ਺ΛՄೳͳݶΓ཈͍͑ͨཉٻ͸Ͳ͜ʹͰ΋͋Δ͸ͣ) Kubernetes Control Plane Nova-XXXX

    kube-apiserver kube-controller kube-scheduler Neutron-XXXX Cinder-XXXX Compute Worker Node Nova-XXXX Neutron-XXXX VM VM Compute Worker Node Nova-XXXX Neutron-XXXX VM VM (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ Control Planeʹͦͷଞpod΋૬৐Γ !32
  18. • Կ͕ىͬͨ͜ - ͔֬ʹ෺ཧαʔόΛ؅ཧ͢Δྔ͸গͳ͘ͳͬͨ - Control PlaneͷϝϯςΛߦ͏ͷ͕ඇৗʹ೉͘͠ͳͬͨ - ͦͷଞPodͷෆ۩߹ͷϝϞϦϦʔΫͳͲͰϗετ͕ෆௐʹͳΔͱӨڹΛ΋Ζʹड͚Δ Kubernetes

    Control Plane Nova-XXXX kube-apiserver kube-controller kube-scheduler Neutron-XXXX Cinder-XXXX Compute Worker Node Nova-XXXX Neutron-XXXX VM VM Compute Worker Node Nova-XXXX Neutron-XXXX VM VM (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ !33
  19. • Կ͕ىͬͨ͜ - ͔֬ʹ෺ཧαʔόΛ؅ཧ͢Δྔ͸গͳ͘ͳͬͨ - Control PlaneͷϝϯςΛߦ͏ͷ͕ඇৗʹ೉͘͠ͳͬͨ - ͦͷଞPodͷෆ۩߹ͷϝϞϦϦʔΫͳͲͰϗετ͕ෆௐʹͳΔͱӨڹΛ΋Ζʹड͚Δ Kubernetes

    Control Plane Nova-XXXX kube-apiserver kube-controller kube-scheduler Neutron-XXXX Cinder-XXXX Compute Worker Node Nova-XXXX Neutron-XXXX VM VM Compute Worker Node Nova-XXXX Neutron-XXXX VM VM (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ Original App !34
  20. • Կ͕ىͬͨ͜ - ͔֬ʹ෺ཧαʔόΛ؅ཧ͢Δྔ͸গͳ͘ͳͬͨ - Control PlaneͷϝϯςΛߦ͏ͷ͕ඇৗʹ೉͘͠ͳͬͨ - ͦͷଞPodͷෆ۩߹ͷϝϞϦϦʔΫͳͲͰϗετ͕ෆௐʹͳΔͱӨڹΛ΋Ζʹड͚Δ Kubernetes

    Control Plane Nova-XXXX lube-apiserver Kube-controller kube-scheduler Neutron-XXXX Cinder-XXXX Compute Worker Node Nova-XXXX Neutron-XXXX VM VM Compute Worker Node Nova-XXXX Neutron-XXXX VM VM (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ Original App !35
  21. • Կ͕ىͬͨ͜ - ͔֬ʹ෺ཧαʔόΛ؅ཧ͢Δྔ͸গͳ͘ͳͬͨ - Control PlaneͷϝϯςΛߦ͏ͷ͕ඇৗʹ೉͘͠ͳͬͨ - ͦͷଞPodͷෆ۩߹ͷϝϞϦϦʔΫͳͲͰϗετ͕ෆௐʹͳΔͱӨڹΛ΋Ζʹड͚Δ Kubernetes

    Control Plane Compute Worker Node Nova-XXXX Neutron-XXXX VM VM Compute Worker Node Nova-XXXX Neutron-XXXX VM VM (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ !36
  22. • Ͳ͏ͨ͠ํ͕ྑ͔ͬͨʁ - Control PlaneʹͦͷଞͷPod͕৐ͤͳ͍Α͏ʹͨ͠ํ͕ྑ͍
 ؅ཧ༻ͷInfra Workerϊʔυ౳Λ༻ҙ͢Δ (σϑΥϧτͰ͸৐Βͳ͍) Kubernetes Control

    Plane Infra Worker Node Nova-XXXX kube-apiserver kube-controller kube-scheduler Neutron-XXXX Cinder-XXXX Compute Worker Node Nova-XXXX Neutron-XXXX VM VM (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ !37
  23. • Ͳ͏ͨ͠ํ͕ྑ͔ͬͨʁ - Control PlaneʹͦͷଞͷPod͕৐ͤͳ͍Α͏ʹͨ͠ํ͕ྑ͍
 ؅ཧ༻ͷInfra Workerϊʔυ౳Λ༻ҙ͢Δ (σϑΥϧτͰ͸৐Βͳ͍) Kubernetes Control

    Plane Infra Worker Node Nova-XXXX kube-apiserver kube-controller kube-scheduler Neutron-XXXX Cinder-XXXX Compute Worker Node Nova-XXXX Neutron-XXXX VM VM (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ !38
  24. • Կ͕ىͬͨ͜ - ϊʔυͷϝϯςͷ࣮ࢪ + ো֐౳ͰCephͷΫϥελ͕յΕͨ - PVCΛར༻͍ͯ͠ΔPod͕མͪɺ࠷ऴతʹOpenStack΋࢖͑ͳ͘ͳͬͨ Kubernetes Control

    Plane osd - A Ceph-mon Kubernetes Control Plane Kubernetes Control Plane osd - A Ceph-mon osd - A Ceph-mon Ceph-mgr ࢒Γ
 ϝϯςத (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ !41
  25. • Կ͕ىͬͨ͜ - ϊʔυͷϝϯςͷ࣮ࢪ + ো֐౳ͰCephͷΫϥελ͕յΕͨ - PVCΛར༻͍ͯ͠ΔPod͕མͪɺ࠷ऴతʹOpenStack΋࢖͑ͳ͘ͳͬͨ Kubernetes Control

    Plane osd - A Ceph-mon Kubernetes Control Plane Kubernetes Control Plane osd - A Ceph-mon osd - A Ceph-mon Ceph-mgr DatabaseA DatabaseA DatabaseB DatabaseA (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ OpenStack OpenStack OpenStack ࢒Γ
 ϝϯςத !42
  26. • Կ͕ىͬͨ͜ - ϊʔυͷϝϯςͷ࣮ࢪ + ো֐౳ͰCephͷΫϥελ͕յΕͨ - PVCΛར༻͍ͯ͠ΔPod͕མͪɺ࠷ऴతʹOpenStack΋࢖͑ͳ͘ͳͬͨ
 Kubernetes Control

    Plane osd - A Ceph-mon Kubernetes Control Plane Kubernetes Control Plane osd - A Ceph-mon osd - A Ceph-mon Ceph-mgr DatabaseA DatabaseA DatabaseB DatabaseA (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ OpenStack OpenStack OpenStack ࢒Γ
 ϝϯςத !43
  27. • Կ͕ىͬͨ͜ - ϊʔυͷϝϯςͷ࣮ࢪ + ো֐౳ͰCephͷΫϥελ͕յΕͨ
 - PVCΛར༻͍ͯ͠ΔPod͕མͪɺ࠷ऴతʹOpenStack΋࢖͑ͳ͘ͳͬͨ Kubernetes Control

    Plane osd - A Ceph-mon Kubernetes Control Plane Kubernetes Control Plane osd - A Ceph-mon Ceph-mgr DatabaseA DatabaseB DatabaseA (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ OpenStack OpenStack ࢒Γ
 ϝϯςத !44
  28. • Կ͕ىͬͨ͜ - ϊʔυͷϝϯςͷ࣮ࢪ + ো֐౳ͰCephͷΫϥελ͕յΕͨ
 - PVCΛར༻͍ͯ͠ΔPod͕མͪɺ࠷ऴతʹOpenStack΋࢖͑ͳ͘ͳͬͨ Kubernetes Control

    Plane osd - A Ceph-mon Kubernetes Control Plane Kubernetes Control Plane osd - A Ceph-mon Ceph-mgr DatabaseA DatabaseB DatabaseA (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ OpenStack OpenStack ࢒Γ
 ϝϯςத !45
  29. • Կ͕ىͬͨ͜ - ϊʔυͷϝϯςͷ࣮ࢪ + ো֐౳ͰCephͷΫϥελ͕յΕͨ
 - PVCΛར༻͍ͯ͠ΔPod͕མͪɺ࠷ऴతʹOpenStack΋࢖͑ͳ͘ͳͬͨ Kubernetes Control

    Plane osd - A Ceph-mon Kubernetes Control Plane Kubernetes Control Plane osd - A Ceph-mon Ceph-mgr DatabaseA DatabaseB DatabaseA (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ OpenStack OpenStack ࢒Γ
 ϝϯςத !46
  30. • Կ͕ىͬͨ͜ - ϊʔυͷϝϯςͷ࣮ࢪ + ো֐౳ͰCephͷΫϥελ͕յΕͨ
 - PVCΛར༻͍ͯ͠ΔPod͕མͪɺ࠷ऴతʹOpenStack΋࢖͑ͳ͘ͳͬͨ Kubernetes Control

    Plane osd - A Ceph-mon Kubernetes Control Plane Kubernetes Control Plane osd - A Ceph-mon Ceph-mgr DatabaseA DatabaseB DatabaseA (஫) ਤ͸ΠϝʔδͷͨΊߏ੒΍഑ஔ͸ݫີʹ͸ҟͳΓ·͢ OpenStack OpenStack ࢒Γ
 ϝϯςத !47
  31. Infra Worker Node osd - A Ceph-mon Infra Worker Node

    Infra Worker Node osd - A Ceph-mon osd - A Ceph-mon Ceph-mgr ɾɾN • Ͳ͏ͨ͠ํ͕ྑ͔ͬͨʁ - ϊʔυ਺͸ͨ͘͞Μ͋ͬͨํ͕ྑ͍ !48
  32. • ͳͥͦ͏ͨ͠ʁ - Registryͷؔ࿈ίϯϙʔωϯτ͕མͪͯ΋࠶ىಈͯ͘͠ΕΔ͔Β͖ͬͱָ - CephͷPVC࢖͑͹؆୯Ͱ͸ʁʁ Kubernetes Control Plane Kubernetes

    
 Control Plane XXXXXX kube-apiserver kube-controller kube-scheduler XXXXXX Registry Infra Worker Node XXXXXX XXXXXX Kubernetes 
 Control Plane Ϋϥελ಺ͷPrivate Registry !50
  33. Kubernetes Control Plane Kubernetes 
 Control Plane XXXXXX kube-apiserver kube-controller

    kube-scheduler XXXXXX Registry Infra Worker Node XXXXXX XXXXXX Kubernetes 
 Control Plane • Կ͕ىͬͨ͜ - Registry͕ଘࡏ͢Δϊʔυ͕མͪͨ৔߹ɺRegistry͕෮چ͢Δ·ͰΠϝʔδΛϓϧͰ͖ͳ͍ ৔߹͕͋Γɺ௨ৗΑΓ෮چʹ͕͔͔࣌ؒΔ৔߹΋͋Δ - Ceph่͕յͨ͠λΠϛϯάͰ࢖͑ͳ͘ͳͬͨ !51
  34. Kubernetes Control Plane Kubernetes 
 Control Plane XXXXXX kube-apiserver kube-controller

    kube-scheduler XXXXXX Registry Infra Worker Node XXXXXX XXXXXX Kubernetes 
 Control Plane • Կ͕ىͬͨ͜ - Registry͕ଘࡏ͢Δϊʔυ͕མͪͨ৔߹ɺRegistry͕෮چ͢Δ·ͰΠϝʔδΛϓϧͰ͖ͳ͍ ৔߹͕͋Γɺ௨ৗΑΓ෮چʹ͕͔͔࣌ؒΔ৔߹΋͋Δ - Ceph่͕յͨ͠λΠϛϯάͰ࢖͑ͳ͘ͳͬͨ ͋Δϊʔυ͕μ΢ϯ
 (ϨδετϦͷؔ࿈ίϯϙʔωϯτ͕ଘࡏ) !52
  35. • Կ͕ىͬͨ͜ - Registry͕ଘࡏ͢Δϊʔυ͕མͪͨ৔߹ɺRegistry͕෮چ͢Δ·ͰΠϝʔδΛϓϧͰ͖ͳ͍ ৔߹͕͋Γɺ௨ৗΑΓ෮چʹ͕͔͔࣌ؒΔ৔߹΋͋Δ - Ceph่͕յͨ͠λΠϛϯάͰ࢖͑ͳ͘ͳͬͨ Kubernetes Control Plane

    Infra Worker Node kube-apiserver kube-controller kube-scheduler Registry Infra Worker Node XXXXXX XXXXXX ϨδετϦ͕෮چ͢Δ·Ͱ͸
 ϊʔυ্ʹPod͕࡞ΒΕͳ͍ XXXXXX XXXXXX Infra Worker Node XXXXXX XXXXXX Kubernetes 
 Control Plane Kubernetes 
 Control Plane Kubernetes 
 Control Plane !53
  36. • Ͳ͏ͨ͠ํ͕ྑ͔ͬͨʁ - k8sΫϥελͷ֎·ͨ͸ผk8sΫϥελʔͷ΋ͷΛར༻ͨ͠ํ͕ࣗ༝౓͸ߴ͍
 (Ҡઃ΋ߦ͍΍͍͢) - ৑௕͠΍͍͢RegistryΛ࢖͏ඞཁ͕͋Δ 
 (όοΫΤϯυʹDB͕͋Δ৔߹͸ͦΕΒ΋ؚΊͯ) Kubernetes

    Control Plane Infra Worker Node XXXXXX kube-apiserver kube-controller kube-scheduler XXXXXX Registry Infra Worker Node XXXXXX XXXXXX ͋Δϊʔυ͕μ΢ϯ Kubernetes 
 Control Plane Kubernetes 
 Control Plane !54
  37. • Ͳ͏ͨ͠ํ͕ྑ͔ͬͨʁ - k8sΫϥελͷ֎·ͨ͸ผk8sΫϥελʔͷ΋ͷΛར༻ͨ͠ํ͕ࣗ༝౓͸ߴ͍
 (Ҡઃ΋ߦ͍΍͍͢) - ৑௕͠΍͍͢RegistryΛ࢖͏ඞཁ͕͋Δ 
 (όοΫΤϯυʹDB͕͋Δ৔߹͸ͦΕΒ΋ؚΊͯ) Kubernetes

    Control Plane Infra Worker Node XXXXXX kube-apiserver kube-controller kube-scheduler XXXXXX Registry Infra Worker Node XXXXXX XXXXXX ଞͷϊʔυ্ʹpod͕࡞ΒΕΔ Kubernetes 
 Control Plane Kubernetes 
 Control Plane !55
  38. • Կ͕ىͬͨ͜ - Ceph → Prometheus ͜ͷॱ൪Ͱར༻ෆՄʹͳͬͨ - ౰࣌֎ܗ͔Βͷ؂ࢹ͕ͳ͍ͷͰɺ্هͷ໰୊͕ى͖ͯ΋੩͔ͩͬͨ •

    Ͳ͏ͨ͠ํ͕ྑ͔ͬͨʁ - ֎ܗ؂ࢹΛ͢ΔͳΓɺ֎͔ΒKubernetsͷAPIΛୟ͍ͯSDͰ؂ࢹ͢Δύλʔϯ͕ྑ͔ͬͨ ฐࣾͷத੢͕Prometheus Tokyo Meetup #2 ʹͯৄࡉ͸ൃදͯ͠·͢ (ࢿྉ) !58
  39. • ͳͥͦ͏ͨ͠ʁ - ComputeϊʔυͰ͸ͳ͍෺ཧαʔόΛ(ry • Կ͕ىͬͨ͜ - Ұ୆ʹ৐ΔPodͷྔ͕͔ͳΓଟ͘ͳΓɺҰ୆མͪͨͱ͖ͷΠϯύΫτ͕େ͖͘ͳͬͨ - ؾܰʹର৅ϊʔυͷϝϯςφϯεΛ͠ਏ͍

    - Ұ୆མͪͨͱ͖ʹPodͷߦ͖ઌ͕ͳ͘ͳ͍ͬͯͨ • Ͳ͏ͨ͠ํ͕ྑ͔ͬͨʁ - ͋Δఔ౓খ͞ͳϊʔυΛͨ͘͞Μฒ΂ͨํ͕ྑ͍(೔ʑͷӡ༻ϝϦοτ͸͋Δ) େ͖ͳWorker NodeΛগͳ͍਺ͰͲʔΜ !60
  40. • Կ͕ىͬͨ͜ - Podͷ্͛Լ͕͛සൟʹߦΘΕΔ͜ͱͰɺϗετଆͷbuffer/cache͕ղ์͞Εͳ͍Ͱ free memory͕0%ʹͳΔ͜ͱͰϗετμ΢ϯ͕ൃੜͨ͠ ·ͨɺ/sys/fs/cgroup/memory഑Լ͕ҟৗʹͳ͍ͬͯͨ(Cannot Allocate Memory) -

    Control PlaneͰ͜ΕΒ͕ಈ͍͍ͯͨͨΊසൟʹControl Plane͕ෆ҆ఆʹͳͬͨ • Ͳ͏ͨ͠ํ͕ྑ͔͔ͬͨ - ৔౰ͨΓతͳରԠͱͳ͍ͬͯΔ͕ɺ ͦͷଞͷPodʹӨڹΛٴ΅͞ͳ͍Α͏ʹCronJobΛ࣮ߦ͢Δϊʔυ͸labelΛར༻ͯ͠ɺ CronJobՔಇઐ༻ͷWorker Nodeͱͯ͠ෳ਺୆Քಇ͍ͤͯ͞Δ !69