Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Patterns of cloud scaling
Search
Ilya Kaznacheev
May 22, 2022
Technology
0
110
Patterns of cloud scaling
Ilya Kaznacheev
May 22, 2022
Tweet
Share
More Decks by Ilya Kaznacheev
See All by Ilya Kaznacheev
Many Layers of Availability
dreamworm
0
47
Stateful Solutions: A Hands-On Guide to FSM in Golang
dreamworm
0
130
CQRS
dreamworm
0
110
Building a Cloud-Native PaaS
dreamworm
0
100
Distributed System State Management: When Transactions Are Long and SLA Is High
dreamworm
0
89
How To Create Saga-Free Distributed Transactions
dreamworm
0
55
Architectural decisions in building distributed systems
dreamworm
0
19
Распределенные транзакции без саг
dreamworm
0
160
Управляем состоянием распределенных систем без боли
dreamworm
0
170
Other Decks in Technology
See All in Technology
Model Mondays S2E03: SLMs & Reasoning
nitya
0
350
ドメイン特化なCLIPモデルとデータセットの紹介
tattaka
2
570
KubeCon + CloudNativeCon Japan 2025 Recap
ren510dev
1
360
Operating Operator
shhnjk
1
490
MobileActOsaka_250704.pdf
akaitadaaki
0
110
Tech-Verse 2025 Global CTO Session
lycorptech_jp
PRO
0
1.6k
AI時代の開発生産性を加速させるアーキテクチャ設計
plaidtech
PRO
3
110
Core Audio tapを使ったリアルタイム音声処理のお話
yuta0306
0
180
React開発にStorybookとCopilotを導入して、爆速でUIを編集・確認する方法
yu_kod
1
200
面倒な作業はAIにおまかせ。Flutter開発をスマートに効率化
ruideengineer
0
180
WordPressから ヘッドレスCMSへ! Storyblokへの移行プロセス
nyata
0
430
整頓のジレンマとの戦い〜Tidy First?で振り返る事業とキャリアの歩み〜/Fighting the tidiness dilemma〜Business and Career Milestones Reflected on in Tidy First?〜
bitkey
2
14k
Featured
See All Featured
Fireside Chat
paigeccino
37
3.5k
Fantastic passwords and where to find them - at NoRuKo
philnash
51
3.3k
The Cost Of JavaScript in 2023
addyosmani
51
8.5k
YesSQL, Process and Tooling at Scale
rocio
173
14k
Thoughts on Productivity
jonyablonski
69
4.7k
Intergalactic Javascript Robots from Outer Space
tanoku
271
27k
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
48
5.4k
How To Stay Up To Date on Web Technology
chriscoyier
790
250k
[RailsConf 2023] Rails as a piece of cake
palkan
55
5.6k
Imperfection Machines: The Place of Print at Facebook
scottboms
267
13k
How STYLIGHT went responsive
nonsquared
100
5.6k
Balancing Empowerment & Direction
lara
1
410
Transcript
PATTERNS OF CLOUD SCALING
Ilya Kaznacheev Tech Lead @ MTS Cloud Consulting Cloud Architect,
Google Developer Expert on Cloud, GCP PCA, PhD.
what is scaling?
monolithic system scaling
None
None
None
$ $$$ $$$$$$
None
None
None
None
distributed system scaling
distributed system scaling
None
functional decomposition
horizontal duplication
data partitioning
cloud
virtual machines
None
virtual machine scaling •manual •scheduled •dynamic •predictive
None
None
None
None
None
load balancer
None
load balancer •L7 • http(s) + routing •L4 • tcp
• udp • esp • icmp
load balancer •regional •global • virtual/anycast IP • nearest backend
load balancer •tls termination •health monitoring •balancing algo •anti-DDoS •external/internal
•…
containers
None
None
None
None
None
None
None
kubernetes
🍓 vertical pod autoscaling 🍇 horisontal pod autoscaling 🥨 cluster
autoscaling
None
None
None
🍓 vertical pod autoscaling 🍇 horisontal pod autoscaling 🥨 cluster
autoscaling
vertical pod autoscaling (VPA)
vertical pod autoscaling (VPA)
🍓 vertical pod autoscaling 🍇 horisontal pod autoscaling 🥨 cluster
autoscaling
horisontal pod autoscaling (HPA)
horisontal pod autoscaling (HPA)
🍓 vertical pod autoscaling 🍇 horisontal pod autoscaling 🥨 cluster
autoscaling
cluster autoscaling
cluster autoscaling (up)
cluster autoscaling (up)
cluster autoscaling (up)
cluster autoscaling (down)
cluster autoscaling (down)
cluster autoscaling (down)
cluster autoscaling (down)
cluster autoscaling (down)
functions
None
None
None
None
None
None
None
🦋 stateless
🦕 stateful
data storage
S3
S3
None
None
None
None
None
MapReduce
None
None
queues
None
None
super services
None
None
None
None
None
thank you!
www.kaznacheev.me
[email protected]
t.me/ilyakaznacheev t.me/cloud_ fl ight linkedin.com/in/ilyakaznacheev