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
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
14
Many Layers of Availability
Avatar for Ilya Kaznacheev dreamworm
0
90
Stateful Solutions: A Hands-On Guide to FSM in Golang
Avatar for Ilya Kaznacheev dreamworm
0
200
CQRS
Avatar for Ilya Kaznacheev dreamworm
0
180
Building a Cloud-Native PaaS
Avatar for Ilya Kaznacheev dreamworm
0
150
Distributed System State Management: When Transactions Are Long and SLA Is High
Avatar for Ilya Kaznacheev dreamworm
0
130
How To Create Saga-Free Distributed Transactions
Avatar for Ilya Kaznacheev dreamworm
0
75
Architectural decisions in building distributed systems
Avatar for Ilya Kaznacheev dreamworm
0
34
Распределенные транзакции без саг
Avatar for Ilya Kaznacheev dreamworm
0
210

Other Decks in Technology

See All in Technology
そのSLO 99.9%、本当に必要ですか？ 〜優先度付きSLOによる責任共有の設計思想〜 / Is that 99.9% SLO really necessary? Design philosophy of shared responsibility through prioritized SLOs
Avatar for VTRyo vtryo
0
560
Swift Sequence の便利 API 再発見
Avatar for treastrain / Tanaka Ryoga treastrain
1
250
エンタープライズの厳格な制約を開発者に意識させない：クラウドネイティブ開発基盤設計/cloudnative-kaigi-golden-path
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
390
エージェント時代の UIとAPI、CLI戦略
Avatar for coincheck coincheck_recruit
0
170
ServiceによるKubernetes通信制御ーClusterIPを例に
Avatar for 周学勤（Zhou Xueqin） miku01
1
160
Oracle Exadata Database Service on Cloud@Customer X11M (ExaDB-C@C) サービス概要
Avatar for oracle4engineer oracle4engineer
PRO
2
8k
セキュリティ対策、何からはじめる？ CloudNative環境の脅威モデリングと リスク評価実践入門 #cloudnativekaigi
Avatar for varu3 varu3
5
760
大学職員のための生成AI最前線 ：最前線を、AIガバナンスとして読み直すためのTips
Avatar for gmoriki | 森木銀河 gmoriki
2
4k
SLI/SLO、「完全に理解した」から「チョットデキル」へ
Avatar for maru maruloop
3
390
Digital Independence: Why, When and How
Avatar for Wannes Rams wannesrams
0
310
AIエージェントの支払い基盤　AgentCore Payments概要
Avatar for たけのこ kmiya84377
2
170
全社統制を維持しながら現場負担をどう減らすか〜プラットフォームチームとセキュリティチームで進めたSecurity Hub活用によるAWS統制の見直し〜/secjaws-security-hub-custom-insights
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
1
370

Featured

See All Featured
The Organizational Zoo: Understanding Human Behavior Agility Through Metaphoric Constructive Conversations (based on the works of Arthur Shelley, Ph.D)
Avatar for Dr. Kim W Petersen kimpetersen
PRO
0
320
Information Architects: The Missing Link in Design Systems
Avatar for Michelle Chin soysaucechin
0
920
Building a A Zero-Code AI SEO Workflow
Avatar for Ian Lurie portentint
PRO
0
500
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
Avatar for Eileen M. Uchitelle eileencodes
28
3.5k
HTML-Aware ERB: The Path to Reactive Rendering @ RubyCon 2026, Rimini, Italy
Avatar for Marco Roth marcoroth
1
34
VelocityConf: Rendering Performance Case Studies
Avatar for Addy Osmani addyosmani
333
25k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
Avatar for Eileen M. Uchitelle eileencodes
38
2.8k
Redefining SEO in the New Era of Traffic Generation
Avatar for Szymon Słowik szymonslowik
1
300
Lessons Learnt from Crawling 1000+ Websites
Avatar for Charles Meaden charlesmeaden
PRO
1
1.2k
How to build an LLM SEO readiness audit: a practical framework
Avatar for Nick Samuel nmsamuel
1
740
The Curious Case for Waylosing
Avatar for Cassini Nazir cassininazir
0
340
SEO Brein meetup: CTRL+C is not how to scale international SEO
Avatar for Linda Hogenes lindahogenes
1
2.6k

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