Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

Trace-driven simulation

Benchmarks

Task NameDataset NameSOTA ResultTrend
KV Cache EfficiencyTrace-driven simulation No-limit KV cache budget 100k-doc pool Zipf doc popularity
Hit Ratio (Low Skewness)21.33
4
KV Cache EfficiencyTrace-driven simulation 50 GB KV cache budget 100k-doc pool Zipf doc popularity
Hit Ratio (Low Skewness)20.22
4
KV Cache EfficiencyTrace-driven simulation 10 GB KV cache budget 100k-doc pool Zipf doc popularity
Low Skewness Hit Ratio13.78
4
KV Cache EfficiencyTrace-driven simulation 5 GB KV cache budget 100k-doc pool Zipf doc popularity
Hit Ratio (Low Skewness)10.85
4
KV Cache EfficiencyTrace-driven simulation 1 GB KV cache budget 100k-doc pool Zipf doc popularity
Low Skewness Hit Ratio3.47
4
Showing 5 of 5 rows