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
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
110
Stateful Solutions: A Hands-On Guide to FSM in Golang
Avatar for Ilya Kaznacheev dreamworm
0
210
CQRS
Avatar for Ilya Kaznacheev dreamworm
0
190
Building a Cloud-Native PaaS
Avatar for Ilya Kaznacheev dreamworm
0
170
Distributed System State Management: When Transactions Are Long and SLA Is High
Avatar for Ilya Kaznacheev dreamworm
0
160
How To Create Saga-Free Distributed Transactions
Avatar for Ilya Kaznacheev dreamworm
0
81
Architectural decisions in building distributed systems
Avatar for Ilya Kaznacheev dreamworm
0
43
Распределенные транзакции без саг
Avatar for Ilya Kaznacheev dreamworm
0
210

Other Decks in Technology

See All in Technology
あなたの『Site』はどこですか？ — xREという考え方
Avatar for miyamu miyamu
0
1.2k
Devsumi 2026 Summer 人もAIも使える共通基盤を事業の加速装置にする～デザインシステム運用に学ぶ組織レバレッジ～ 渡辺 凌央
Avatar for LegalOn Technologies, Inc legalontechnologies
PRO
0
100
なぜ私たちのSREプラクティスはなかなか機能しないのか 〜システムより先に組織を見る〜 / Why our SRE practices aren't really working
Avatar for VTRyo vtryo
3
3.6k
LLM/Agent評価：トップ営業の発言を「正解」にする 〜暗黙的正解による評価を営業資産に変える〜
Avatar for Hirotaka takkuhiro
1
210
ZOZOTOWNの進化と信頼性を両立する負荷試験
Avatar for ZOZO Developers zozotech
PRO
2
160
ゴールデンパスは敷いただけでは道にならない ─ 企画部門のエンジニアが技術標準を事業価値に変えるまで
Avatar for みずほリサーチ&テクノロジーズ株式会社 先端技術研究部 mhrtech
0
140
アカウントが増えてからでは遅い? ~ マルチアカウント統制の勘所 ~
Avatar for KenichiNakamura kenichinakamura
0
220
DatabricksにおけるMCPソリューション
Avatar for Takaaki Yayoi taka_aki
1
240
Amazon EVS で VCF 9.0 / 9.1 のサポート開始まとめ
Avatar for mtoyoda mtoyoda
0
290
Terraform共通モジュールをチーム横断で“変えられる”運用へ ― リリースと適用の分離
Avatar for kekke-n kekke_n
1
2.9k
「ちゃんとやっている」は独りよがりだった ― 不安に寄り添うインシデント対応へ / Towards incident response that addresses anxieties
Avatar for mekka chmikata
1
5k
Gen3R: 3D Scene Generation Meets Feed-Forward Reconstruction
Avatar for Spatial AI Network spatial_ai_network
0
120

Featured

See All Featured
[RailsConf 2023 Opening Keynote] The Magic of Rails
Avatar for Eileen M. Uchitelle eileencodes
31
10k
Public Speaking Without Barfing On Your Shoes - THAT 2023
Avatar for David Neal reverentgeek
1
460
What the history of the web can teach us about the future of AI
Avatar for Ines Montani inesmontani
PRO
1
630
Ecommerce SEO: The Keys for Success Now & Beyond - #SERPConf2024
Avatar for Aleyda Solis aleyda
1
2.1k
16th Malabo Montpellier Forum Presentation
Avatar for AKADEMIYA2063 akademiya2063
PRO
0
190
The Success of Rails: Ensuring Growth for the Next 100 Years
Avatar for Eileen M. Uchitelle eileencodes
47
8.2k
The SEO Collaboration Effect
Avatar for Kristina Bergwall kristinabergwall1
1
500
Sharpening the Axe: The Primacy of Toolmaking
Avatar for Bryan Cantrill bcantrill
46
2.9k
How to Think Like a Performance Engineer
Avatar for Harry Roberts csswizardry
28
2.7k
Optimizing for Happiness
Avatar for Tom Preston-Werner mojombo
378
71k
Designing for humans not robots
Avatar for Tammie Lister tammielis
254
26k
How to optimise 3,500 product descriptions for ecommerce in one day using ChatGPT
Avatar for Katarina Dahlin katarinadahlin
PRO
1
3.7k

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