Announcing Silk: a silky smooth fiber runtime for ClickHouse
Blog post from ClickHouse
Silk is an advanced C++ library developed to enhance the performance of ClickHouse by providing a stackful-fiber scheduler optimized for high-concurrency I/O tasks. Unlike traditional threads, fibers in Silk facilitate cooperative multitasking, making them ideal for asynchronous I/O, which is crucial as distributed systems face growing bottlenecks. Silk leverages io_uring for efficient asynchronous operations and utilizes a topology-aware work-stealing algorithm to optimize CPU resources without steady-state heap allocation. It showcases significant improvements in tail latency and throughput compared to conventional thread-based and coroutine systems, particularly in network-bound environments like distributed caches. With its Linux-specific design, Silk promises substantial performance gains by minimizing allocator-induced delays and providing precise synchronization primitives. The library's benchmarks have demonstrated its ability to handle millions of input/output operations per second with minimal latency, setting a new standard for asynchronous runtime systems in high-performance computing environments.
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