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[wip]Add eBPF support for optimizer #506

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@sctb512 sctb512 commented Jul 10, 2023

  1. Add pkg/optimizer package.
  2. Remove events configuration entry which is no need for users.
  3. Add eBPF support for optimizer.

Here is a example output for eBPF optimizer:

> cat pytorch:1.12.1.csv
timestamp,command,path,position,size
1688978328332,python,/root/miniconda3/lib/python3.10/lib-dynload/cmath.cpython-310-x86_64-linux-gnu.so,118784,4096
1688978328375,python,/root/miniconda3/lib/python3.10/lib-dynload/_socket.cpython-310-x86_64-linux-gnu.so,184320,4096
1688978328377,python,/root/miniconda3/lib/python3.10/lib-dynload/array.cpython-310-x86_64-linux-gnu.so,126976,4096
1688978328379,python,/root/miniconda3/lib/python3.10/lib-dynload/_multiprocessing.cpython-310-x86_64-linux-gnu.so,28672,4096
1688978328416,python,/root/miniconda3/lib/python3.10/lib-dynload/_ssl.cpython-310-x86_64-linux-gnu.so,348160,4096
1688978328416,python,/root/miniconda3/lib/libssl.so.1.1,1122304,4096
1688978328424,python,/root/miniconda3/lib/python3.10/lib-dynload/unicodedata.cpython-310-x86_64-linux-gnu.so,2224128,4096
1688978328429,python,/root/miniconda3/lib/python3.10/lib-dynload/_asyncio.cpython-310-x86_64-linux-gnu.so,114688,4096

@sctb512 sctb512 force-pushed the ebpf-server branch 24 times, most recently from d40a436 to 81db814 Compare July 14, 2023 08:31
@sctb512 sctb512 changed the title Add eBPF support for optimizer [wip]Add eBPF support for optimizer Jul 14, 2023
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sctb512 commented Jul 14, 2023

The runtime environment for this patch is harsh and the project gobpf is unmaintained for a while. I would like to consider a more suitable library to implement this feature.

@sctb512 sctb512 force-pushed the ebpf-server branch 4 times, most recently from 649a7cb to 0532c9b Compare August 24, 2023 08:09
This package is used to abstract the optimizer.

Signed-off-by: Bin Tang <[email protected]>
Remove the 'events' configuration, which does not need to
be configured, and add the 'server_type' for optimizer.

Signed-off-by: Bin Tang <[email protected]>
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2 participants