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

Patterns of cloud scaling

Avatar for Ilya Kaznacheev Ilya Kaznacheev
May 22, 2022
Technology
0
100

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
45
Stateful Solutions: A Hands-On Guide to FSM in Golang
Avatar for Ilya Kaznacheev dreamworm
0
120
CQRS
Avatar for Ilya Kaznacheev dreamworm
0
110
Building a Cloud-Native PaaS
Avatar for Ilya Kaznacheev dreamworm
0
98
Distributed System State Management: When Transactions Are Long and SLA Is High
Avatar for Ilya Kaznacheev dreamworm
0
83
How To Create Saga-Free Distributed Transactions
Avatar for Ilya Kaznacheev dreamworm
0
52
Architectural decisions in building distributed systems
Avatar for Ilya Kaznacheev dreamworm
0
19
Распределенные транзакции без саг
Avatar for Ilya Kaznacheev dreamworm
0
160
Управляем состоянием распределенных систем без боли
Avatar for Ilya Kaznacheev dreamworm
0
160

Other Decks in Technology

See All in Technology
AIエージェントのフレームワークを見るときの個人的注目ポイント
Avatar for os1ma os1ma
1
430
Sansan Engineering Unit 紹介資料
Avatar for Sansan, Inc. sansan33
PRO
1
2k
開発効率と信頼性を両立する Ubieのプラットフォームエンジニアリング
Avatar for teru0x1 teru0x1
0
110
ソフトウェアテストのAI活用_ver1.20
Avatar for fumisuke fumisuke
0
230
Agent Development Kit によるエージェント開発入門
Avatar for Etsuji Nakai enakai00
19
2.8k
医療業界に特化した音声認識モデル構築のためのアノテーションの実態
Avatar for Kanta Suga thickstem
0
520
データ戦略部門 紹介資料
Avatar for Sansan, Inc. sansan33
PRO
1
3.2k
「伝える」を加速させるCursor術
Avatar for Naomi Shiraishi naomix
0
500
AIエージェント実践集中コース LT
Avatar for Kaoru okaru
1
200
バクラクのモノレポにおける AI Coding のための環境整備と {Roo,Claude} Code活用事例 / AI Coding in Bakuraku's Monorepo: Environment Setup & Case Studies with {Roo, Claude} Code
Avatar for upamune / Yu SERIZAWA upamune
8
4.4k
Java で学ぶ 代数的データ型
Avatar for Kanon ysknsid25
3
1.2k
Kafka vs. Pulsar: Performance Evaluation by Petabyte-Scale Streaming Platform Providers
Avatar for LINEヤフーTech (LY Corporation Tech) lycorptech_jp
PRO
1
330

Featured

See All Featured
10 Git Anti Patterns You Should be Aware of
Avatar for Lemi Orhan Ergin lemiorhan
PRO
657
60k
Bootstrapping a Software Product
Avatar for Garrett Dimon garrettdimon
PRO
307
110k
Intergalactic Javascript Robots from Outer Space
Avatar for Vicent Martí tanoku
271
27k
Large-scale JavaScript Application Architecture
Avatar for Addy Osmani addyosmani
512
110k
Art, The Web, and Tiny UX
Avatar for Lynn Fisher lynnandtonic
299
21k
Gamification - CAS2011
Avatar for David Bonilla davidbonilla
81
5.3k
Building Flexible Design Systems
Avatar for Yesenia Perez-Cruz yeseniaperezcruz
328
39k
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
Avatar for Vitaly Friedman smashingmag
252
21k
The Web Performance Landscape in 2024 [PerfNow 2024]
Avatar for Tammy Everts tammyeverts
7
640
Learning to Love Humans: Emotional Interface Design
Avatar for Aarron Walter aarron
273
40k
CSS Pre-Processors: Stylus, Less & Sass
Avatar for Bermon Painter bermonpainter
357
30k
Raft: Consensus for Rubyists
Avatar for Patrick Van Stee vanstee
138
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