Upgrade to Pro — share decks privately, control downloads, hide ads and more …
Sign up for free

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
170
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
57
Many Layers of Availability
Avatar for Ilya Kaznacheev dreamworm
0
120
Stateful Solutions: A Hands-On Guide to FSM in Golang
Avatar for Ilya Kaznacheev dreamworm
0
230
CQRS
Avatar for Ilya Kaznacheev dreamworm
0
210
Building a Cloud-Native PaaS
Avatar for Ilya Kaznacheev dreamworm
0
190
Distributed System State Management: When Transactions Are Long and SLA Is High
Avatar for Ilya Kaznacheev dreamworm
0
180
How To Create Saga-Free Distributed Transactions
Avatar for Ilya Kaznacheev dreamworm
0
100
Architectural decisions in building distributed systems
Avatar for Ilya Kaznacheev dreamworm
0
56
Распределенные транзакции без саг
Avatar for Ilya Kaznacheev dreamworm
0
230

Other Decks in Technology

See All in Technology
なぜAI時代に技術記事を書くのか？どう書くのか？ 〜bunの場合〜
Avatar for KNOWLEDGE WORK / 株式会社ナレッジワーク kworkdev
PRO
0
130
dbt Semantic Layerで進めるenechainのデータ民主化
Avatar for Aki Zhou akizhou
1
270
データマネジメント × 法務で作りあげる、 freeeの新しいデータガバナンスへの軌跡
Avatar for freee freee
PRO
1
430
「社外イベント＝意識高い」の​壁を​壊せ！​元々​無関心だった​僕らが​部内で​社外イベントを​民主化して​15人を​連れ出すまで​
Avatar for せーの say_no_w
0
140
VLA-JEPA: Enhancing Vision-Language-Action Models with Latent World Models
Avatar for Takuya MINAGAWA takmin
0
330
撮るだけでは終わらない。ソニーが挑むB2Bカメラソリューション開発
Avatar for ソニー株式会社 sony
0
110
CSS2026：OWS研究会・招待講演「世界観を、実装する」
Avatar for atsushi, sada atsush1_sada
2
330
シンプルな設定ファイルで実現する AWS IAM Identity Center の ユーザー管理Terraformフレームワークを公開しました / Simplifying AWS IAM Identity Center User Management: An Open-Source Terraform Framework
Avatar for Takashi Yamaguchi yamaguchitk333
0
320
背中から、背中へ　ー 社外コミュニティで学んだ「雑に背中を押す」という恩送り ー / easygoing encouragement and pay forward to community
Avatar for naiban naitosatoshi
0
320
(swiftc) NonCopyableとライフタイム修飾子
Avatar for Himeshi teamhimeh
0
130
「作れる」と「リリースできる」の間にあったもの── PdMを外して見えた、PdMがやるべき仕事/Buildable ≠ Shippable: What Removing the PM Taught Me About the PM’s Job
Avatar for Yappli Developers yappli_developers
0
280
Vue.jsのGitHubから学ぶ意思決定
Avatar for Yuto Nagai(Future) yut0naga1_fa
1
270

Featured

See All Featured
Raft: Consensus for Rubyists
Avatar for Patrick Van Stee vanstee
143
7.8k
Learning to Love Humans: Emotional Interface Design
Avatar for Aarron Walter aarron
275
41k
Producing Creativity
Avatar for Steve Smith orderedlist
PRO
348
41k
Improving Core Web Vitals using Speculation Rules API
Avatar for Sergey Chernyshev sergeychernyshev
21
1.7k
Mozcon NYC 2025: Stop Losing SEO Traffic
Avatar for Sam Torres samtorres
1
580
[RailsConf 2023 Opening Keynote] The Magic of Rails
Avatar for Eileen M. Uchitelle eileencodes
31
10k
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
Avatar for Vitaly Friedman smashingmag
254
22k
Art, The Web, and Tiny UX
Avatar for Lynn Fisher lynnandtonic
304
22k
The Curious Case for Waylosing
Avatar for Cassini Nazir cassininazir
1
580
Principles of Awesome APIs and How to Build Them.
Avatar for Keavy McMinn keavy
128
18k
No one is an island. Learnings from fostering a developers community.
Avatar for Antonio thoeni
21
3.9k
Money Talks: Using Revenue to Get Sh*t Done
Avatar for Nikki Halliwell nikkihalliwell
0
540

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