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WS-DREAM dataset and benchmarks · SOTA2 Research

Research Datasets

WS-DREAM

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

QoS Prediction (Throughput)

WS-DREAM Density=2.5% (test)

16.621MAE

26

Temporal QoS Estimation

WS-DREAM Throughput (D24)

4,537RMSE

14

Temporal QoS Estimation

WS-DREAM Throughput (D22)

262RMSE

14

Temporal QoS Estimation

WS-DREAM Response Time (D12)

203RMSE

14

Temporal QoS Estimation

WS-DREAM Response Time (D11)

46RMSE

14

Throughput Prediction

WS-DREAM matrix Density=10%

11.474MAE

13

Throughput Prediction

WS-DREAM Density=7.5% matrix

12.17MAE

13

Throughput Prediction

WS-DREAM Density=5% matrix

13.473MAE

13

QoS Prediction (Throughput)

WS-DREAM Density=10% (test)

11.474MAE

13

QoS Prediction (Response Time)

WS-DREAM Density=10% (test)

0.324MAE

13

QoS Prediction (Response Time)

WS-DREAM Density=5% (test)

0.358MAE

13

QoS Prediction (Response Time)

WS-DREAM Density=2.5% (test)

0.402MAE

13

Popular tasks

Temporal QoS Estimation QoS Prediction (Response Time)Throughput Prediction QoS Prediction (Throughput)

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