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CS 683

Cloud Computing

CS 683 treats the cloud as a distributed systems problem with a credit card attached: you learn why virtualization, replication, and consistency tradeoffs (CAP, SQL vs NoSQL, datacenter networking) shape what you can actually build on top of someone else's machines. Expect to spend most of your time hands-on in Google Cloud — containers, Kubernetes, managed storage, pub/sub — across regular homeworks and a term project where you ship an application with a real cloud backend. It's a graduate elective that assumes you're already comfortable with OS and networking fundamentals, and it's the natural prerequisite-by-experience for anything you'll later do in big-data or ML systems work.

Credit3ECTS5FacultyFaculty of EngineeringBölümComputer Engineering

Haftalık müfredat 14 hafta

Hafta 1
Introduction to Cloud Computing
Hafta 2
IaaS, PaaS, SaaS and examples from enterprise for each
Hafta 3
Virtualization techniques (VMs vs Containers, KVM, HyperV, etc)
Hafta 4
Cloud compute management (Docker, Kubernetes)
Hafta 5
Cloud Networking (VM to VM comm, VIPs, VPNs, NFVs, Load Balancing, etc)
Hafta 6
Data Centers and Datacenter Networks + Midterm
Hafta 7
Cloud Storage - CAP Theorem; Replication; Distributed File Systems; Structured and unstructured storage
Hafta 8
Cloud Storage - SQL/NoSQL databases
Hafta 9
Cloud Security
Hafta 10
Cloud Endpoints - APIs, Pubsub
Hafta 11
Applications: Introduction to mobile applications
Hafta 12
Applications: Introduction to big data managed services in the cloud
Hafta 13
Applications: Introduction to machine learning in the cloud
Hafta 14
Student Project Presentations and Demos

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