Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Patterns of cloud scaling

Sponsored · Ship Features Fearlessly Turn features on and off without deploys. Used by thousands of Ruby developers. →
Avatar for Ilya Kaznacheev Ilya Kaznacheev
May 22, 2022
Technology
150
0

Patterns of cloud scaling

Avatar for Ilya Kaznacheev

Ilya Kaznacheev

May 22, 2022

More Decks by Ilya Kaznacheev

See All by Ilya Kaznacheev
Road to four nines
Avatar for Ilya Kaznacheev dreamworm
0
28
Many Layers of Availability
Avatar for Ilya Kaznacheev dreamworm
0
100
Stateful Solutions: A Hands-On Guide to FSM in Golang
Avatar for Ilya Kaznacheev dreamworm
0
210
CQRS
Avatar for Ilya Kaznacheev dreamworm
0
180
Building a Cloud-Native PaaS
Avatar for Ilya Kaznacheev dreamworm
0
160
Distributed System State Management: When Transactions Are Long and SLA Is High
Avatar for Ilya Kaznacheev dreamworm
0
150
How To Create Saga-Free Distributed Transactions
Avatar for Ilya Kaznacheev dreamworm
0
79
Architectural decisions in building distributed systems
Avatar for Ilya Kaznacheev dreamworm
0
42
Распределенные транзакции без саг
Avatar for Ilya Kaznacheev dreamworm
0
210

Other Decks in Technology

See All in Technology
生成 AI 実践ガイド (概略版) AIガバナンス編
Avatar for Asei Sugiyama asei
0
120
気軽に使える"情報のハブ"としてのNotion活用　〜フロー情報の集積点 と、 Claude Code × Notion AI〜
Avatar for Ryo Okubo syucream
1
150
フィジカル版Github Onshapeの紹介
Avatar for shiba_8ro shiba_8ro
0
290
気づかぬうちにセキュリティ負債を生むAPIキー運用
Avatar for Michitaka Sugawara sgwrmctk
0
180
LayerX コーポレートエンジニアリング室におけるサプライチェーンセキュリティへの取り組み / Supply Chain Security at LayerX Corporate Engineering
Avatar for Yuya Takeyama yuyatakeyama
2
680
FPGAの開発コンペでZephyrを使ってみた
Avatar for misoji engineer iotengineer22
0
140
SteampipeとExcel Power QueryでAWS構成定義書の作成を自動化する
Avatar for jhashimoto jhashimoto
0
160
自分が詳しくない領域でAIを使う #プロヒス2026
Avatar for konifar konifar
13
5.2k
ロボティクスの技術 / Robotics Technology
Avatar for Kenji Saito ks91
PRO
0
110
【セミナー資料】Claude Code をセキュアに使うための考え方と設定の勘どころ / Claude Code Webinar 20260616
Avatar for MasahiroKawahara masahirokawahara
2
420
Kiro Ambassador を目指す話
Avatar for Kazuki Adachi k_adachi_01
0
110
200個のGitHubリポジトリを横断調査したかった
Avatar for Issei.Komori icck
0
140

Featured

See All Featured
The Illustrated Children's Guide to Kubernetes
Avatar for Chris Short chrisshort
51
52k
Claude Code のすすめ
Avatar for schroneko schroneko
67
230k
HU Berlin: Industrial-Strength Natural Language Processing with spaCy and Prodigy
Avatar for Ines Montani inesmontani
PRO
0
410
Navigating the Design Leadership Dip - Product Design Week Design Leaders+ Conference 2024
Avatar for Andy Polaine apolaine
1
350
Six Lessons from altMBA
Avatar for Skipper Chong Warson skipperchong
29
4.3k
Conquering PDFs: document understanding beyond plain text
Avatar for Ines Montani inesmontani
PRO
4
2.8k
Facilitating Awesome Meetings
Avatar for Lara Hogan lara
57
7k
Building Adaptive Systems
Avatar for Chris Keathley keathley
44
3.1k
Getting science done with accelerated Python computing platforms
Avatar for Jacob Tomlinson jacobtomlinson
2
230
How to build a perfect <img>
Avatar for Jono Alderson jonoalderson
1
5.7k
世界の人気アプリ100個を分析して見えたペイウォール設計の心得
Avatar for Akihiro Kokubo akihiro_kokubo
PRO
71
40k
How to train your dragon (web standard)
Avatar for Monica Dinculescu notwaldorf
97
6.7k

Transcript

  1. PATTERNS OF CLOUD SCALING

  2. Ilya Kaznacheev Tech Lead @ MTS Cloud Consulting Cloud Architect,

    Google Developer Expert on Cloud, GCP PCA, PhD.

  3. what is scaling?

  4. monolithic system scaling

  5. None
  6. None
  7. None

  8. $ $$$ $$$$$$

  9. None
  10. None
  11. None
  12. None

  13. distributed system scaling

  14. distributed system scaling

  15. None

  16. functional decomposition

  17. horizontal duplication

  18. data partitioning

  19. cloud

  20. virtual machines

  21. None

  22. virtual machine scaling •manual •scheduled •dynamic •predictive

  23. None
  24. None
  25. None
  26. None
  27. None

  28. load balancer

  29. None

  30. load balancer •L7 • http(s) + routing •L4 • tcp

    • udp • esp • icmp

  31. load balancer •regional •global • virtual/anycast IP • nearest backend

  32. load balancer •tls termination •health monitoring •balancing algo •anti-DDoS •external/internal

    •…

  33. containers

  34. None
  35. None
  36. None
  37. None
  38. None
  39. None
  40. None

  41. kubernetes

  42. 🍓 vertical pod autoscaling 🍇 horisontal pod autoscaling 🥨 cluster

    autoscaling
  43. None
  44. None
  45. None

  46. 🍓 vertical pod autoscaling 🍇 horisontal pod autoscaling 🥨 cluster

    autoscaling

  47. vertical pod autoscaling (VPA)

  48. vertical pod autoscaling (VPA)

  49. 🍓 vertical pod autoscaling 🍇 horisontal pod autoscaling 🥨 cluster

    autoscaling

  50. horisontal pod autoscaling (HPA)

  51. horisontal pod autoscaling (HPA)

  52. 🍓 vertical pod autoscaling 🍇 horisontal pod autoscaling 🥨 cluster

    autoscaling

  53. cluster autoscaling

  54. cluster autoscaling (up)

  55. cluster autoscaling (up)

  56. cluster autoscaling (up)

  57. cluster autoscaling (down)

  58. cluster autoscaling (down)

  59. cluster autoscaling (down)

  60. cluster autoscaling (down)

  61. cluster autoscaling (down)

  62. functions

  63. None
  64. None
  65. None
  66. None
  67. None
  68. None
  69. None

  70. 🦋 stateless

  71. 🦕 stateful

  72. data storage

  73. S3

  74. S3

  75. None
  76. None
  77. None
  78. None
  79. None

  80. MapReduce

  81. None
  82. None

  83. queues

  84. None
  85. None

  86. super services

  87. None
  88. None
  89. None
  90. None
  91. None

  92. thank you!

  93. www.kaznacheev.me [email protected] t.me/ilyakaznacheev t.me/cloud_ fl ight linkedin.com/in/ilyakaznacheev