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Papers Benchmarks Datasets Tasks

ADRS dataset and benchmarks · SOTA2 Research

Research Datasets

ADRS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Transaction scheduling

ADRS TXN

4,348Best

12

Systems Optimization

ADRS NS3

131.8Best Score

9

Systems Optimization

ADRS LLM-SQL

0.775Best Score

9

Systems Optimization

ADRS Prism

26.37Best Score

9

Expert Parallelism Load Balancing

ADRS EPLB

0.127Best Load Metric

9

Telemetry Data Optimization

ADRS Telemetry

95.4Telemetry (Average Best Score)

3

Network Policy Monitoring (Prism)

ADRS Prism

27.94Prism Average Best Score

3

Estimated Packet Loss Budget Optimization

ADRS - EPLB

27.3Average Best EPLB Score

3

Multi-cloud Congestion Based Loss Optimization

ADRS CBL-Multi

92.3Average Best Score (CBL-Multi)

3

Congestion Based Loss Optimization

ADRS CBL

103.6CBL Average Best Score

3

Popular tasks

Systems Optimization Expert Parallelism Load Balancing Transaction scheduling Congestion Based Loss Optimization Multi-cloud Congestion Based Loss Optimization

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