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Hyfrankl edited this page Mar 12, 2024
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Welcome to the react-chatgpt Wiki! On this Wiki page, I would like to include some related computer science concepts here so that it can serve as a project-based learning path.
Here is a list that remains to be finished (with the help of LLM):
- Docker and Virtualization
- Virtualization concepts: Virtual machines, containers, and their differences
- Each virtual machine runs a full-fledged operating system (OS) on top of a hypervisor or virtual machine monitor (VMM). The hypervisor acts as a layer between the host machine's hardware and the virtual machines, managing the allocation of physical resources to the VMs.
- Containers allow you to run multiple isolated applications or processes on a single host operating system. Containers share the host's kernel and do not require a separate operating system for each container.
- Docker architecture: Docker Engine, Docker Daemon, Docker Client
- namespace + cgroup + UnionFS
- Containerization benefits: Portability, resource isolation, and scalability
- Redis, MongoDB, and Database
- In-memory data stores and their advantages (low latency, high throughput)
- Introduction to NoSQL databases and their use cases
- Redis data structures (strings, hashes, lists, sets, sorted sets, etc.)
- Redis messaging and event-driven architectures
- MongoDB replication and sharding for scalability and high availability
- Distributed System and High Availability
- Basic Distributed System
- Redis persistence options (RDB and AOF) for data durability
- Redis replication and clustering for high availability and scalability
- Concurrency and Parallelism
- Basic OS Knowledge
- Concurrency vs. parallelism: Definitions and differences
- Multithreading and multiprocessing
- Synchronization primitives (locks, semaphores, barriers, etc.)
- Concurrent programming models (thread-based, event-driven, etc.)
- Distributed task queues (Celery)
- Nginx and Network
- React Features