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High-performance native telemetry engine
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Module 5
Implementing a Lock-Free SPSC Ring Buffer
1
SPSC Ring Buffer: Power-of-Two Array Implementation
Design a single-producer, single-consumer (SPSC) ring buffer using a power-of-two sized array.
2
Concurrent Queue with Atomic Indices
Use `std::atomic` indices for the head and tail pointers to enable concurrent access.
Non-blocking Push with `memory_order_release`
Implement the non-blocking push operation, applying `memory_order_release` to publish data.
4
Implementing Non-Blocking Pop with `memory_order_acquire`
Implement the non-blocking pop operation, applying `memory_order_acquire` to consume data.
Non-Blocking Buffer Management
Handle buffer full and empty conditions without using locks.
6
Cache Optimization for False Sharing
Optimize cache behavior with aligned buffer sizes and padding to prevent false sharing.
7
Batch Operations for Optimized Data Transfer
Implement batch operations for pushing and popping to reduce atomic operation overhead.
Previous module
Low-Level Concurrency: Atomics and Memory Models
Next module
Designing the Telemetry Capture System