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Pagetrace is a kernel patch and set of utilities to analyze memory access patterns. This tool may help Linux kernel developers determine exactly what the page replacement algorithm should do, something which has not been done recently.

The pagetrace package can be downloaded from its GIT repository.

The original email to linux-mm: "The sequence of pages which a given process or workload accesses during its lifetime, a.k.a. "reference trace", is very important information. It has been used in the past for comparison of page replacement algorithms and other optimizations. We've been talking on IRC on how to generate reference traces for memory accesses, and a suggestion came up to periodically unmap all present pte's of a given process. The following patch implements a "kptecleaner" thread which is woken at a certain interval (hardcoded to HZ/2 at present)."

At the moment the most interesting tool is average IRF calculation, which can be used to identify workloads in which LRU policy underperforms due to lack of frequency information.


* PageTraceTodo


* Capture daemon *

Captures data from relayfs channel and writes it into a file. To be used
at workload execution.

* Post processing tools *

Example to iterate over all trace entries.

Makes sure the trace is ordered by sequence number.

Splits a single vmtrace entry into per-mapping entries.

Calculates Inter Reference Period between accesses to a mapping's pages.

This data is used to calculate per-page "average IRF" (Inter Reference
Frequency), as follows:

page-avg-IRF = (sum d(i, i+1))  <i=1...i=nr_accesses>

where d(i, i+1) is the inverse of the delta between the current access
and the next access to the page.

and average IRF of the entire mapping:

mapping-avg-IRF = sum (i's avg.irf)     <i=1...i=nr_pages>

Calculates the numerical relation between accesses to two different
mappings. This is an attempt to estimate how interleaved the accesses


Example of parsing mdb randomic query bench trace (test explained in
more detail at http://www.linux-mm.org/PageReplacementTesting):

# file captured with "vmtrace-capture":
$ ls -la /tmp/vmt.txt
-rwxrwxrwT  1 root root 1338372 2005-12-12 18:29 /tmp/vmt.txt

# split it into per-mapping traces
$ ./vmtrace-split /tmp/vmt.txt /tmp/mdb-rand/

# format is <inode_nr,bdev>
$ ls /tmp/mdb-rand/
0-0      65c72-0  7ec2-0   aa54c-0  d9fd7-0
65c71-0  65c75-0  aa527-0  aaaf9-0  e5d01-0

$ for i in /tmp/mdb-rand/* ; do ./vmtrace-irp $i ; done | grep IRF
/tmp/mdb-rand/0-0: avg. IRF of all reaccessed pages(33): 12.949683
/tmp/mdb-rand/65c71-0: avg. IRF of all reaccessed pages(1808): 0.011185
/tmp/mdb-rand/65c72-0: avg. IRF of all reaccessed pages(176): 0.092401
/tmp/mdb-rand/65c75-0: avg. IRF of all reaccessed pages(16): 1.171296
/tmp/mdb-rand/7ec2-0: avg. IRF of all reaccessed pages(1): 0.000079
/tmp/mdb-rand/aa527-0: avg. IRF of all reaccessed pages(65): 0.038615
/tmp/mdb-rand/e5d01-0: avg. IRF of all reaccessed pages(6): 0.878549

The most interesting numbers here are:

65c71 is largedb.dat (7440358 bytes)
65c72 is largedb.idx (720896 bytes)
/tmp/mdb-rand/65c71-0: avg. IRF of all reaccessed pages(1808): 0.011185
/tmp/mdb-rand/65c72-0: avg. IRF of all reaccessed pages(176): 0.092401

Which means that the index file is accessed about 9 times more frequently
than the data file itself.

The text mapping of the "mdb" binary (at address 0) is much more
frequently accessed than both database files:

/tmp/mdb-rand/0-0: avg. IRF of all reaccessed pages(33): 12.949683

Also see AdvancedPageReplacement and other pages in CategoryAdvancedPageReplacement.

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last edited 2005-11-18 11:54:22 by MarceloTosatti