| Cloud computing: state-of-the-art and research challenges Q Zhang, L Cheng, R Boutaba Journal of internet services and applications 1 (1), 7-18, 2010 | 6101 | 2010 |
| Data center network virtualization: A survey MF Bari, R Boutaba, R Esteves, LZ Granville, M Podlesny, MG Rabbani, ... IEEE communications surveys & tutorials 15 (2), 909-928, 2012 | 904 | 2012 |
| Dynamic controller provisioning in software defined networks MF Bari, AR Roy, SR Chowdhury, Q Zhang, MF Zhani, R Ahmed, ... Proceedings of the 9th International Conference on Network and Service …, 2013 | 500 | 2013 |
| Dynamic resource allocation for spot markets in cloud computing environments Q Zhang, Q Zhu, R Boutaba 2011 Fourth IEEE International Conference on Utility and Cloud Computing …, 2011 | 371 | 2011 |
| Dynamic service placement in geographically distributed clouds Q Zhang, Q Zhu, MF Zhani, R Boutaba, JL Hellerstein IEEE Journal on Selected Areas in Communications 31 (12), 762-772, 2014 | 287 | 2014 |
| Dynamic energy-aware capacity provisioning for cloud computing environments Q Zhang, MF Zhani, S Zhang, Q Zhu, R Boutaba, JL Hellerstein Proceedings of the 9th international conference on Autonomic computing, 145-154, 2012 | 271 | 2012 |
| Dynamic heterogeneity-aware resource provisioning in the cloud Q Zhang, MF Zhani, R Boutaba, JL Hellerstein IEEE transactions on cloud computing 2 (1), 14-28, 2014 | 254 | 2014 |
| Methods for Generating Auxiliary Data Operations for a Role Based Personalized Business User Workplace J Hawkins, R McKegney, T Tong, Q Zhang, Y Zou US Patent App. 11/537,767, 2008 | 232 | 2008 |
| Dynamically configuring a role-based collaborative space M Hubbard, R McKegney, T Tong, Q Zhang, Y Zou US Patent App. 11/144,121, 2006 | 194 | 2006 |
| Vdc planner: Dynamic migration-aware virtual data center embedding for clouds MF Zhani, Q Zhang, G Simona, R Boutaba 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM …, 2013 | 168 | 2013 |
| Efficient communication in multi-agent reinforcement learning via variance based control SQ Zhang, Q Zhang, J Lin Advances in neural information processing systems 32, 2019 | 164 | 2019 |
| Venice: Reliable virtual data center embedding in clouds Q Zhang, MF Zhani, M Jabri, R Boutaba IEEE INFOCOM 2014-IEEE Conference on Computer Communications, 289-297, 2014 | 156 | 2014 |
| Characterizing task usage shapes in Google’s compute clusters Q Zhang, J Hellerstein, R Boutaba Proceedings of the 5th international workshop on large scale distributed …, 2011 | 154 | 2011 |
| Harmony: Dynamic heterogeneity-aware resource provisioning in the cloud Q Zhang, MF Zhani, R Boutaba, JL Hellerstein 2013 IEEE 33rd International Conference on Distributed Computing Systems …, 2013 | 151 | 2013 |
| A multi-agent reinforcement learning approach for efficient client selection in federated learning SQ Zhang, J Lin, Q Zhang Proceedings of the AAAI conference on artificial intelligence 36 (8), 9091-9099, 2022 | 141 | 2022 |
| Succinct and robust multi-agent communication with temporal message control SQ Zhang, Q Zhang, J Lin Advances in neural information processing systems 33, 17271-17282, 2020 | 108 | 2020 |
| Routing algorithms for network function virtualization enabled multicast topology on SDN SQ Zhang, Q Zhang, H Bannazadeh, A Leon-Garcia IEEE transactions on Network and Service Management 12 (4), 580-594, 2015 | 106 | 2015 |
| CQNCR: Optimal VM migration planning in cloud data centers MF Bari, MF Zhani, Q Zhang, R Ahmed, R Boutaba 2014 IFIP Networking Conference, 1-9, 2014 | 92 | 2014 |
| PRISM: Fine-grained resource-aware scheduling for MapReduce Q Zhang, MF Zhani, Y Yang, R Boutaba, B Wong IEEE transactions on Cloud Computing 3 (2), 182-194, 2015 | 85 | 2015 |
| Virtual machine migration in cloud computing environments: Benefits, challenges, and approaches R Boutaba, Q Zhang, MF Zhani Communication infrastructures for cloud computing, 383-408, 2014 | 74 | 2014 |
Raouf BoutabaProfessor of Computer Science, University of WaterlooVerified email at uwaterloo.ca
