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google/tcmalloc

0
View on GitHub↗
5,255 stars·553 forks·C++·Apache-2.0·16 views

Tcmalloc

Tcmalloc is a high-performance C++ memory allocator and runtime library designed to manage heap memory for large-scale services. It functions as a thread-caching memory allocator that reduces lock contention in multi-threaded applications to maintain stability and performance during concurrent workloads.

The project focuses on high-concurrency memory allocation and multithreaded application scaling. It employs a strategy of providing per-thread caches to ensure fast memory access and improve the throughput of parallel programs in low-level system programming environments.

The library manages memory through page-level allocation, size-classed binning, and span-based metadata to minimize fragmentation. It utilizes a central free list and lock-free fast paths to handle memory requests across multiple execution threads.

Features

  • Allocator Local Caches - Provides per-thread caches for small memory allocations to eliminate lock contention between concurrent threads.
  • Memory Allocators - Provides a high-performance memory allocator designed for concurrent workloads in low-level C++ environments.
  • Tiered Memory Caches - Employs a tiered caching strategy with thread-local, central, and global page heaps to reduce allocation overhead.
  • High-Concurrency Memory Scaling - Optimizes memory paths to prevent bottlenecks and reduce lock contention in multi-threaded, high-scale applications.
  • Size-Class Allocators - Groups memory allocations into predefined size classes to reduce internal fragmentation and accelerate retrieval.
  • Lock-Free Atomic Containers - Utilizes atomic operations on thread-specific data to create lock-free fast paths for allocation and deallocation.
  • C++ Memory Management - Optimizes memory request and release cycles in C++ to prevent fragmentation and increase execution speed.
  • Physical Page Allocators - Manages memory in fixed-size page units to minimize fragmentation and simplify large block tracking.
  • Free-List Allocators - Implements a central free list to reuse released memory spans when thread-local caches are exhausted.
  • Metadata Spans - Uses span-based metadata to track the status and ownership of contiguous memory pages across the heap.
  • High-Performance Systems Programming - Implements resource-efficient memory handling for high-performance software requiring manual memory management.
  • C++ Runtimes - Serves as a low-level runtime component managing heap allocation and fragmentation for large-scale services.
  • Application Scaling Strategies - Improves parallel program throughput by utilizing thread-local caches for faster memory access.
  • Memory Management - Fast multi-threaded malloc implementation.
  • Memory Allocation - Fast, multi-threaded malloc implementation.
  • Memory Management Libraries - Thread-caching malloc for high-concurrency applications.

Star history

Star history chart for google/tcmallocStar history chart for google/tcmalloc

How this analysis was created: This summary and feature list were written by an AI model that read the project's README and public documentation pages. Each feature links to the documentation it came from; stars, license and language come straight from the GitHub API. The model does not read the source code, and the analysis is refreshed when the project is re-analysed. Learn more on our About page.

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Frequently asked questions

What does google/tcmalloc do?

Tcmalloc is a high-performance C++ memory allocator and runtime library designed to manage heap memory for large-scale services. It functions as a thread-caching memory allocator that reduces lock contention in multi-threaded applications to maintain stability and performance during concurrent workloads.

What are the main features of google/tcmalloc?

The main features of google/tcmalloc are: Allocator Local Caches, Memory Allocators, Tiered Memory Caches, High-Concurrency Memory Scaling, Size-Class Allocators, Lock-Free Atomic Containers, C++ Memory Management, Physical Page Allocators.

What are some open-source alternatives to google/tcmalloc?

Open-source alternatives to google/tcmalloc include: microsoft/mimalloc — Mimalloc is a general purpose dynamic memory allocator for C and C++ designed to increase execution speed and reduce… jemalloc/jemalloc — jemalloc is a general purpose C memory allocator designed as a replacement for the standard library malloc and free… emeryberger/hoard — The Hoard Memory Allocator: A Fast, Scalable, and Memory-efficient Malloc for Linux, Windows, and Mac. rampantpixels/rpmalloc — Public domain cross platform lock free thread caching 16-byte aligned memory allocator implemented in C. ivmai/bdwgc — The Boehm-Demers-Weiser conservative C/C++ Garbage Collector (bdwgc, also known as bdw-gc, boehm-gc, libgc). foonathan/memory — STL compatible C++ memory allocator library using a new RawAllocator concept that is similar to an Allocator but…

Open-source alternatives to Tcmalloc

Similar open-source projects, ranked by how many features they share with Tcmalloc.
  • jemalloc/jemallocjemalloc avatar

    jemalloc/jemalloc

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    jemalloc is a general purpose C memory allocator designed as a replacement for the standard library malloc and free functions. It is a multi-threaded allocation library that emphasizes fragmentation avoidance and scalable concurrency for high-performance applications. The project reduces lock contention by using multiple independent memory arenas and thread-local cache layers. It minimizes latency by offloading the reclamation of unused memory pages to asynchronous background threads and utilizes huge page metadata storage to reduce translation lookaside buffer misses. The system includes a

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  • microsoft/mimallocmicrosoft avatar

    microsoft/mimalloc

    13,090View on GitHub↗

    Mimalloc is a general purpose dynamic memory allocator for C and C++ designed to increase execution speed and reduce fragmentation. It functions as a scalable heap manager that replaces standard library allocation functions to improve performance and memory efficiency across applications. The project distinguishes itself as both a heap security hardener and a memory corruption detector. It employs randomized allocation, encrypted free lists, and sampled guard pages to mitigate heap exploits and identify buffer overflows or use-after-free errors during runtime. The allocator provides capabili

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  • emeryberger/hoardemeryberger avatar

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    The Hoard Memory Allocator: A Fast, Scalable, and Memory-efficient Malloc for Linux, Windows, and Mac.

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  • rampantpixels/rpmallocrampantpixels avatar

    rampantpixels/rpmalloc

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    Public domain cross platform lock free thread caching 16-byte aligned memory allocator implemented in C

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