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Hoard: A Scalable Memory Allocator for Multithreaded Applications Emery Berger , Kathryn McKinley * ,  Robert Blumofe, Paul Wilson Department of Computer Sciences * Department of Computer Science
Motivation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Assessment Criteria for Multiprocessor Allocators ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Uniprocessor Allocators on Multiprocessors ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Allocator-Induced False Sharing ,[object Object],[object Object],[object Object],processor 1 processor 2 x2 = malloc(s); x1 = malloc(s); A cache line thrash… thrash…
Existing Multiprocessor Allocators ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Multiprocessor Allocator I: Pure Private Heaps ,[object Object],[object Object],[object Object],[object Object],[object Object],x1= malloc(s) free(x1) free(x2) x3= malloc(s) x2= malloc(s) x4= malloc(s) processor 1 processor 2 = allocated by heap 1 = free, on heap 2
How to Break Pure Private Heaps: Fragmentation ,[object Object],[object Object],[object Object],[object Object],[object Object],free(x1) x2= malloc(s) free(x2) x1= malloc(s) processor 1 processor 2 x3= malloc(s) free(x3)
Multiprocessor Allocator II: Private Heaps with Ownership ,[object Object],[object Object],[object Object],x1= malloc(s) free(x1) free(x2) x2= malloc(s) processor 1 processor 2
How to Break Private Heaps with Ownership:Fragmentation ,[object Object],[object Object],[object Object],[object Object],[object Object],free(x2) free(x1) free(x3) x1= malloc(s) x2= malloc(s) x3=malloc(s) processor 1 processor 2 processor 3
So What Do We Do Now?
The Hoard Multiprocessor Memory Allocator ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Hoard Example ,[object Object],[object Object],[object Object],x1= malloc(s) processor 1 global heap free(x7) … some mallocs … some frees Empty fraction = 1/3
Summary of Analytical Results ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Experiments ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Performance:  threadtest speedup (x,P) =  runtime (Solaris allocator, one processor)   /  runtime (x on P processors)
Performance:  Larson Server-style benchmark with sharing
Performance:  false sharing Each thread reads & writes heap data
Fragmentation Results ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Hoard Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Hoard Heap Details ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],8 16 24 32 40 48 sizeclass bins radix-sorted superblock lists (emptiest to fullest) superblocks

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Hoard: A Scalable Memory Allocator for Multithreaded Applications

  • 1. Hoard: A Scalable Memory Allocator for Multithreaded Applications Emery Berger , Kathryn McKinley * , Robert Blumofe, Paul Wilson Department of Computer Sciences * Department of Computer Science
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11. So What Do We Do Now?
  • 12.
  • 13.
  • 14.
  • 15.
  • 16. Performance: threadtest speedup (x,P) = runtime (Solaris allocator, one processor) / runtime (x on P processors)
  • 17. Performance: Larson Server-style benchmark with sharing
  • 18. Performance: false sharing Each thread reads & writes heap data
  • 19.
  • 20.
  • 21.