| A novel combined model based on echo state network for multi-step ahead wind speed forecasting: A case study of NREL Y Chen, Z He, Z Shang, C Li, L Li, M Xu Energy conversion and management 179, 13-29, 2019 | 78 | 2019 |
| Performance prediction for the apache kafka messaging system H Wu, Z Shang, K Wolter 2019 IEEE 21st International Conference on High Performance Computing and …, 2019 | 65 | 2019 |
| A novel wind speed forecasting model based on moving window and multi-objective particle swarm optimization algorithm Z He, Y Chen, Z Shang, C Li, L Li, M Xu Applied Mathematical Modelling 76, 717-740, 2019 | 56 | 2019 |
| Design and implementation of server cluster dynamic load balancing based on OpenFlow Z Shang, W Chen, Q Ma, B Wu 2013 International Joint Conference on Awareness Science and Technology …, 2013 | 51 | 2013 |
| Short-term wind speed forecasting system based on multivariate time series and multi-objective optimization Z Shang, Z He, Y Chen, Y Chen, ML Xu Energy 238, 122024, 2022 | 50 | 2022 |
| Dynamic server cluster load balancing in virtualization environment with openflow W Chen, Z Shang, X Tian, H Li International Journal of Distributed Sensor Networks 11 (7), 531538, 2015 | 47 | 2015 |
| Learning to reliably deliver streaming data with apache kafka H Wu, Z Shang, K Wolter 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems …, 2020 | 32 | 2020 |
| Decomposition-based wind speed forecasting model using causal convolutional network and attention mechanism Z Shang, Y Chen, Y Chen, Z Guo, Y Yang Expert Systems with Applications 223, 119878, 2023 | 31 | 2023 |
| Delay evaluation of openflow network based on queueing model Z Shang, K Wolter arXiv preprint arXiv:1608.06491, 2016 | 31 | 2016 |
| Trak: A testing tool for studying the reliability of data delivery in apache kafka H Wu, Z Shang, K Wolter 2019 IEEE International Symposium on Software Reliability Engineering …, 2019 | 29 | 2019 |
| Multi-objective particle swarm optimization algorithm for multi-step electric load forecasting Y Yang, Z Shang, Y Chen, Y Chen Energies 13 (3), 532, 2020 | 26 | 2020 |
| A novel combined model for short-term electric load forecasting based on whale optimization algorithm Z Shang, Z He, Y Song, Y Yang, L Li, Y Chen Neural Processing Letters 52, 1207-1232, 2020 | 22 | 2020 |
| A reactive batching strategy of apache kafka for reliable stream processing in real-time H Wu, Z Shang, G Peng, K Wolter 2020 IEEE 31st International Symposium on Software Reliability Engineering …, 2020 | 20 | 2020 |
| A novel hybrid network traffic prediction approach based on support vector machines W Chen, Z Shang, Y Chen Journal of Computer Networks and Communications 2019 (1), 2182803, 2019 | 16 | 2019 |
| Design and implementation of server cluster dynamic load balancing in virtualization environment based on OpenFlow W Chen, H Li, Q Ma, Z Shang Proceedings of The Ninth International Conference on Future Internet …, 2014 | 13 | 2014 |
| Collaborative path planning of multiple carrier-based aircraft based on multi-agent reinforcement learning Z Shang, Z Mao, H Zhang, M Xu 2022 23rd IEEE International Conference on Mobile Data Management (MDM), 512-517, 2022 | 12 | 2022 |
| Wind speed forecasting using attention-based causal convolutional network and wind energy conversion Z Shang, Q Wen, Y Chen, B Zhou, M Xu Energies 15 (8), 2881, 2022 | 11 | 2022 |
| A novel model based on multiple input factors and variance reciprocal: application on wind speed forecasting Z Shang, M Li, Y Chen, C Li, Y Yang, L Li Soft Computing 26 (17), 8857-8877, 2022 | 9 | 2022 |
| An openflow controller performance evaluation tool Z Shang, H Wu, K Wolter Computer Performance Engineering: 15th European Workshop, EPEW 2018, Paris …, 2018 | 8 | 2018 |
| A novel combined model based on echo state network – a case study of PM10 and PM2.5 prediction in China H Zhang, Z Shang, Y Song, Z He, L Li Environmental technology 41 (15), 1937-1949, 2020 | 7 | 2020 |
Katinka WolterProfessor of Computer Science, FU BerlinVerified email at fu-berlin.de
