@ARTICLE{10015781,
author={Lian, Huiqiang and Li, Jiahui and Wu, Hao and Zhao, Yiji and Zhang, Lei and Wang, Xin},
journal={IEEE Transactions on Network and Service Management},
title={Towards Effective Personalized Service QoS Prediction from the Perspective of Multi-Task Learning},
year={2023},
volume={},
number={},
pages={1-1},
doi={10.1109/TNSM.2023.3236348}
}
3Attributes_Context.tsv: The original version which consists of 11400 records.
small-3t.csv: The refined and enhanced version really used in our paper.
| UserID | ServiceID | ResponseTime | Throughput | Reliability | UserRegion | UserAS | UserSubnet | UserIP | UserGP | ServiceRegion | ServiceAS | ServiceSubnet | ServiceIP | ServiceGP | ... |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 3958 | 0.574 | 11.547 | 1.00 | United_States | AS17 | AS17_128.10.0.0/16 | 128.10.19.52 | 40.4249_-86.9162 | Australia | AS9328 | AS9328_203.89.199.0/24 | 203.89.199.52 | -37.8139_144.9634 | 3958.wsdl |
| 3 | 281 | 0.281 | 19.419 | 1.00 | United_States | AS17 | AS17_128.10.0.0/16 | 128.10.19.52 | 40.4249_-86.9162 | Belgium | AS2611 | AS2611_193.190.76.0/24 | 193.190.76.50 | 51.05_3.7167 | 281.wsdl |
| 3 | 2748 | 0.131 | 85.167 | 1.00 | United_States | AS17 | AS17_128.10.0.0/16 | 128.10.19.52 | 40.4249_-86.9162 | Canada | AS3359 | AS3359_129.128.0.0/16 | 129.128.98.86 | 53.5248_-113.5334 | 2748.wsdl |
| 3 | 2790 | 1.828 | 7.778 | 0.00 | United_States | AS17 | AS17_128.10.0.0/16 | 128.10.19.52 | 40.4249_-86.9162 | Canada | AS3359 | AS3359_129.128.0.0/16 | 129.128.98.86 | 53.5248_-113.5334 | 2790.wsdl |
| 3 | 2867 | 1.987 | 7.485 | 0.00 | United_States | AS17 | AS17_128.10.0.0/16 | 128.10.19.52 | 40.4249_-86.9162 | Canada | AS3359 | AS3359_129.128.0.0/16 | 129.128.98.86 | 53.5248_-113.5334 | 2867.wsdl |
| 3 | 3080 | 0.126 | 89.325 | 1.00 | United_States | AS17 | AS17_128.10.0.0/16 | 128.10.19.52 | 40.4249_-86.9162 | Canada | AS3359 | AS3359_129.128.0.0/16 | 129.128.98.86 | 53.5248_-113.5334 | 3080.wsdl |
| 3 | 3087 | 1.797 | 7.772 | 0.00 | United_States | AS17 | AS17_128.10.0.0/16 | 128.10.19.52 | 40.4249_-86.9162 | Canada | AS3359 | AS3359_129.128.0.0/16 | 129.128.98.86 | 53.5248_-113.5334 | 3087.wsdl |
| 3 | 131 | 0.618 | 18.985 | 0.00 | United_States | AS17 | AS17_128.10.0.0/16 | 128.10.19.52 | 40.4249_-86.9162 | France | AS2200 | AS2200_147.99.0.0/16 | 147.99.102.41 | 43.5278_1.4824 | 131.wsdl |
| 3 | 192 | 0.399 | 32.198 | 1.00 | United_States | AS17 | AS17_128.10.0.0/16 | 128.10.19.52 | 40.4249_-86.9162 | Germany | AS680 | AS680_134.76.0.0/16 | 134.76.31.209 | 51.5333_9.9333 | 192.wsdl |
WSDL: For the details of WSDL files, please refer to: https://github.com/whale-ynu/DNM/blob/main/_wsdl.zip