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  1. Proceedings of the 2016 ACM SIGPLAN International Symposium on Memory Management (ISMM 2016)
  2. Rethinking a heap hierarchy as a cache hierarchy: a higher-order theory of memory demand (HOTM)
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Block-free concurrent GC: stack scanning and copying
Understanding and improving JVM GC work stealing at the data center scale
Rust as a language for high performance GC implementation
Characterizing emerging heterogeneous memory
Persistence programming models for non-volatile memory
Prescient memory: exposing weak memory model behavior by looking into the future
Hardware support for protective and collaborative cache sharing
CBufs: efficient, system-wide memory management and sharing
Rethinking a heap hierarchy as a cache hierarchy: a higher-order theory of memory demand (HOTM)
Fast non-intrusive memory reclamation for highly-concurrent data structures
A bounded memory allocator for software-defined global address spaces
Liveness-based garbage collection for lazy languages

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Rethinking a heap hierarchy as a cache hierarchy: a higher-order theory of memory demand (HOTM)

Content Provider ACM Digital Library
Author Luo, Hao Li, Pengcheng Ding, Chen
Abstract Modern memory allocators divide the available memory between different threads and object size classes. They use many parameters that are related and mutually affecting. Existing solutions are based on heuristics which cannot serve all applications equally well. This paper presents a theory of memory demand. The theory enables the global optimization of heap parameters for an application. The paper evaluates the theory and the optimization using multi-threaded micro-benchmarks as well as real applications including Apache, Ghostscript interpreter, and a database benchmarking tool and shows that the global optimization theoretically outperforms three typical heuristics by 15% to 113%. .
Starting Page 111
Ending Page 121
Page Count 11
File Format PDF
ISBN 9781450343176
DOI 10.1145/2926697.2926708
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2016-06-14
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Hotm Memory demand Timescale statistics
Content Type Text
Resource Type Article
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