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Patterns of cloud scaling
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Ilya Kaznacheev
May 22, 2022
Technology
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Patterns of cloud scaling
Ilya Kaznacheev
May 22, 2022
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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
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$ $$$ $$$$$$
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distributed system scaling
distributed system scaling
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functional decomposition
horizontal duplication
data partitioning
cloud
virtual machines
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virtual machine scaling •manual •scheduled •dynamic •predictive
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None
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load balancer
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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
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None
None
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kubernetes
🍓 vertical pod autoscaling 🍇 horisontal pod autoscaling 🥨 cluster
autoscaling
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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
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🦋 stateless
🦕 stateful
data storage
S3
S3
None
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MapReduce
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queues
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super services
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thank you!
www.kaznacheev.me
[email protected]
t.me/ilyakaznacheev t.me/cloud_ fl ight linkedin.com/in/ilyakaznacheev