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README.md

Size distributions for memory functions under specific workloads

This folder contains a set of files that are included from

libc/benchmarks/MemorySizeDistributions.cpp
.

Offloading this data to individual files helps

  • C++ editors (large arrays are usually not well handled by editors),
  • and allows processing data by other tools to perform analysis or graph rendering.

Format

Most filenames are of the form

{MemoryFunctionName}{WorkloadID}.csv
. They contain a single line of comma separated real values representing the probability that a particular size occurs. e.g.

  • "0,1"
    indicates that only the size
    1
    occurs,
  • "0.5,0.5"
    indicates sizes
    0
    and
    1
    occur with the same frequency.

These files usually contains sizes from

0
to
4096
inclusive. To save on space trailing zeros are discarded.

Workloads

As identified in the automemcpy paper:

  • GoogleA
    <->
    service 4
  • GoogleB
    <->
    database 1
  • GoogleD
    <->
    storage
  • GoogleL
    <->
    logging
  • GoogleM
    <->
    service 2
  • GoogleQ
    <->
    database 2
  • GoogleS
    <->
    database 3
  • GoogleU
    <->
    service 3
  • GoogleW
    <->
    service 1

Uniform384To4096
is an additional synthetic workload that simply returns a uniform repartition of the sizes from
384
to
4096
inclusive.

Note

Except for

GoogleD
, all distributions are gathered over one week worth of data.

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