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

Patterns of cloud scaling

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest. →
Avatar for Ilya Kaznacheev Ilya Kaznacheev
May 22, 2022
Technology
0
130

Patterns of cloud scaling

Avatar for Ilya Kaznacheev

Ilya Kaznacheev

May 22, 2022
Tweet

More Decks by Ilya Kaznacheev

See All by Ilya Kaznacheev
Many Layers of Availability
Avatar for Ilya Kaznacheev dreamworm
0
76
Stateful Solutions: A Hands-On Guide to FSM in Golang
Avatar for Ilya Kaznacheev dreamworm
0
190
CQRS
Avatar for Ilya Kaznacheev dreamworm
0
150
Building a Cloud-Native PaaS
Avatar for Ilya Kaznacheev dreamworm
0
140
Distributed System State Management: When Transactions Are Long and SLA Is High
Avatar for Ilya Kaznacheev dreamworm
0
120
How To Create Saga-Free Distributed Transactions
Avatar for Ilya Kaznacheev dreamworm
0
68
Architectural decisions in building distributed systems
Avatar for Ilya Kaznacheev dreamworm
0
29
Распределенные транзакции без саг
Avatar for Ilya Kaznacheev dreamworm
0
190
Управляем состоянием распределенных систем без боли
Avatar for Ilya Kaznacheev dreamworm
0
200

Other Decks in Technology

See All in Technology
名刺メーカーDevグループ 紹介資料
Avatar for Sansan, Inc. sansan33
PRO
0
1.1k
メタデータ同期に潜んでいた問題 〜 Cache Stampede 時の Cycle Wait を⾒つけた話
Avatar for LINEヤフーTech (LY Corporation Tech) lycorptech_jp
PRO
0
150
大規模サービスにおける レガシーコードからReactへの移行
Avatar for MagicPod magicpod
1
130
Kaggleの経験が実務にどう活きているか / kaggle_findy
Avatar for Sansan R&D sansan_randd
4
760
生成AI活用によるPRレビュー改善の歩み
Avatar for LINEヤフーTech (LY Corporation Tech) lycorptech_jp
PRO
5
2.1k
Introduction to Sansan, inc / Sansan Global Development Center, Inc.
Avatar for Sansan, Inc. sansan33
PRO
0
3k
Digitization部 紹介資料
Avatar for Sansan, Inc. sansan33
PRO
1
7k
Windows ネットワークを再確認する
Avatar for Murachi Akira murachiakira
PRO
0
260
LLM活用の壁を超える：リクルートR&Dの戦略と打ち手
Avatar for Recruit recruitengineers
PRO
1
240
Oracle Base Database Service 技術詳細
Avatar for oracle4engineer oracle4engineer
PRO
15
95k
Agentic Codingの実践とチームで導入するための工夫
Avatar for LINEヤフーTech (LY Corporation Tech) lycorptech_jp
PRO
0
410
Lookerの最新バージョンv26.2がやばい話
Avatar for Yuta Ozaki waiwai2111
1
160

Featured

See All Featured
The SEO Collaboration Effect
Avatar for Kristina Bergwall kristinabergwall1
0
380
From Legacy to Launchpad: Building Startup-Ready Communities
Avatar for Dug Song dugsong
0
170
Embracing the Ebb and Flow
Avatar for Simon Collison colly
88
5k
Become a Pro
Avatar for Speaker Deck speakerdeck
PRO
31
5.8k
Effective software design: The role of men in debugging patriarchy in IT @ Voxxed Days AMS
Avatar for Kenny Baas-Schwegler baasie
0
240
Context Engineering - Making Every Token Count
Avatar for Addy Osmani addyosmani
9
740
How to Ace a Technical Interview
Avatar for Jacob Kaplan-Moss jacobian
281
24k
How to build an LLM SEO readiness audit: a practical framework
Avatar for Nick Samuel nmsamuel
1
660
DBのスキルで生き残る技術 - AI時代におけるテーブル設計の勘所
Avatar for soudai sone soudai
PRO
62
51k
Darren the Foodie - Storyboard
Avatar for Kevinho.art khoart
PRO
3
2.7k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
Avatar for panda_program panda_program
122
21k
Believing is Seeing
Avatar for Spiro Bolos oripsolob
1
72

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