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PATTERNS OF CLOUD SCALING
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Ilya Kaznacheev Tech Lead @ MTS Cloud Consulting Cloud Architect, Google Developer Expert on Cloud, GCP PCA, PhD.
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what is scaling?
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monolithic system scaling
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$ $$$ $$$$$$
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distributed system scaling
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distributed system scaling
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functional decomposition
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horizontal duplication
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data partitioning
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cloud
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virtual machines
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virtual machine scaling •manual •scheduled •dynamic •predictive
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load balancer
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load balancer •L7 • http(s) + routing •L4 • tcp • udp • esp • icmp
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load balancer •regional •global • virtual/anycast IP • nearest backend
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load balancer •tls termination •health monitoring •balancing algo •anti-DDoS •external/internal •…
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containers
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kubernetes
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🍓 vertical pod autoscaling 🍇 horisontal pod autoscaling 🥨 cluster autoscaling
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🍓 vertical pod autoscaling 🍇 horisontal pod autoscaling 🥨 cluster autoscaling
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vertical pod autoscaling (VPA)
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vertical pod autoscaling (VPA)
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🍓 vertical pod autoscaling 🍇 horisontal pod autoscaling 🥨 cluster autoscaling
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horisontal pod autoscaling (HPA)
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horisontal pod autoscaling (HPA)
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🍓 vertical pod autoscaling 🍇 horisontal pod autoscaling 🥨 cluster autoscaling
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cluster autoscaling
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cluster autoscaling (up)
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cluster autoscaling (up)
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cluster autoscaling (up)
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cluster autoscaling (down)
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cluster autoscaling (down)
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cluster autoscaling (down)
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cluster autoscaling (down)
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cluster autoscaling (down)
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functions
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🦋 stateless
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🦕 stateful
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data storage
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S3
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S3
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MapReduce
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queues
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super services
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thank you!
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www.kaznacheev.me
[email protected]
t.me/ilyakaznacheev t.me/cloud_ fl ight linkedin.com/in/ilyakaznacheev