Add standalone FGD replication code/results and update README comparison section - #9

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varunr89 merged 71 commits into

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clubzip/fgd-alibaba-trace-loader

Mar 8, 2026

Commits on Jan 30, 2026

Add replication plan for fgd paper
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c3cbd6d

Commits on Feb 4, 2026

Add alibaba 2023 trace
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6b097ff
Add simulator for fgd replication on alibaba 2023
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9e9c10a
Add scheduler for FGD and baseline policies
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4c0fba0
Add tracloader for alibaba 2023
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f1939c2
Add experiment script for replicating figure7-a based on alibaba 2023
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df249a9
Modify fgd to leverage parallelism for node selection
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29ce0d5
Add progress bar over workload arrival percentage
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a3afdaa
Add functions for save exp result into csv and read it
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652d99e
Add script for ploting result from csv
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7c1c3bc
Add experiment result
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cdbe390

Commits on Feb 5, 2026

Change result log structure
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dba637d
Add command line arg parser
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5c97fdf
Merge branch 'main' into clubzip/fgd-alibaba-trace-loader
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ae4ae8e
Change trace dir
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170e064

Commits on Feb 6, 2026

Add WindowedFGDScheduler
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176c398
Rename file
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a403a22

Commits on Feb 8, 2026

Add features - distribution shift & arrival order
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382fff5

Commits on Feb 10, 2026

Add partial distribution configuration for FGD scheduler
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aa924ce
Add cluster scaling feature
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acb4752
Add phased order task arrival
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e94f81b

Commits on Feb 12, 2026

Add experiment script for figure 9
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1b6f903

Commits on Feb 14, 2026

Add experiment for replicating figure 11-14
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5bf738f
Change y-axis range like paper
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1d6ce99
Add plot only feature
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ca03470

Commits on Feb 19, 2026

Add bayesian, uniform fgd
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a41bdee
rename scripts and unify result formats
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91412bc
Chnage plot styles, add plot csv
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639cdfd
Fix minor bug
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083ac61
Change plot style
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6286e46
Change csv for sensitivity experiments
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97d2642
Add exp result for fig 7a
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b94ca39
Add exp result for fig 9
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5453688
Add exp result for fig 11
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481255a
Add exp result for fig 12
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94e046b
add arg for choosing schedulers
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6e2c8ab
Add exp result for fig 13
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c36a1cf
patch for gpu type
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e4bdebb
delete old result for fig13
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aa2e930
Add exp result for fig 13
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ce55c30
Add readme
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88660e5
Add exp result for fig 14
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90e3fa1

Commits on Feb 20, 2026

Add experiment for distribution shift
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ace2ee2
Add results for distribution shift
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44c2098

Commits on Feb 25, 2026

Change BestFit to use per-cluster normalization
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fedb9d3

Commits on Feb 28, 2026

Commits on Mar 1, 2026

push updated results
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5c8f9f6

Commits on Mar 2, 2026

fix fgd fragmentation calculation
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7728b68
add tiebreaking logic
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34278f5
add typical task type filtering
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0b0909b

Commits on Mar 3, 2026

update figure 9
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e4d61e8
add std visualization
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589d42d
Fix fgd logic
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f1c0e5d

Commits on Mar 4, 2026

upload updated result
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3fed772
rearrange result directories
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83e07d7
change dir name
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0af96fc
Merge branch 'main' into clubzip/fgd-alibaba-trace-loader
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db7dbf5
rename result dirs
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8a96a38

Commits on Mar 6, 2026

extend exp for fig 7b
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4faf40f
rename script
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7bb6e69
update readme for renamed script
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04732e2
change plotting format and update the figures
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2a65e4b

Commits on Mar 7, 2026

add paper figures
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0d83ca1
Modify fgd standalone replication figures
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81d03c1
set typical pod filtering and update results
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58043d7

Commits on Mar 8, 2026

update result for dist shift
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080c971
update results
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1c14f52