RDMA (Remote Direct Memory Access) programming is a set of techniques and APIs used to enable efficient data transfer between computers in a network. RDMA allows data to be transferred directly from the memory of one computer to another, bypassing the CPU and operating system of both machines, thus reducing latency and CPU overhead.
- Direct memory access: Allows data transfer between computers' memory without involving the CPU, reducing latency and CPU overhead.
- Kernel bypass: Applications bypass the operating system's kernel for data transfer, enhancing performance by avoiding context switches.
- Asynchronous operations: Supports asynchronous data transfer, enabling applications to continue processing while data is transferred over the network.
- Remote memory access: Enables applications to read from and write to memory on remote machines efficiently.
Before learning RDMA programming, it's beneficial to have the following skills:
- Network programming: Understanding of network protocols, socket programming, and network architectures is essential for working with RDMA.
- Memory management: Knowledge of memory allocation, deallocation, and memory access techniques is crucial for RDMA programming.
- Operating system concepts: Familiarity with operating system concepts such as processes, threads, and memory management helps in understanding RDMA's interaction with the operating system.
- Distributed systems: Understanding of distributed systems principles, including communication models, consistency, and fault tolerance, is helpful for designing and implementing RDMA-based distributed applications.
By learning RDMA (Remote Direct Memory Access) programming, you gain the following skills:
- Efficient data transfer: Ability to perform high-speed, low-latency data transfers between computers' memory directly, without involving the CPU or operating system.
- Network programming expertise: Proficiency in programming for RDMA-enabled networks, understanding network protocols, and socket programming.
- Memory management: Understanding of memory allocation, deallocation, and efficient memory access techniques required for RDMA programming.
- Performance optimization: Skills in optimizing network and memory performance to maximize the efficiency of RDMA-based applications.
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