| A hybrid approach to privacy-preserving federated learning S Truex, N Baracaldo, A Anwar, T Steinke, H Ludwig, R Zhang, Y Zhou Proceedings of the 12th ACM workshop on artificial intelligence and security …, 2019 | 932 | 2019 |
| An empirical study of practitioners' perspectives on green software engineering I Manotas, C Bird, R Zhang, D Shepherd, C Jaspan, C Sadowski, ... Proceedings of the 38th international conference on software engineering …, 2016 | 221 | 2016 |
| Detecting poisoning attacks on machine learning in IoT environments N Baracaldo, B Chen, H Ludwig, A Safavi, R Zhang 2018 IEEE international congress on internet of things (ICIOT), 57-64, 2018 | 85 | 2018 |
| Method and apparatus for automatically managing user activities using contextual information R Zhang, O Brdiczka, VME Bellotti, J Shen US Patent App. 13/599,750, 2014 | 73 | 2014 |
| Multi-layer QoS management in a distributed computing environment Y Hu, Z Hu, R Jain, P Sarkar, R Zhang US Patent 9,515,956, 2016 | 61 | 2016 |
| Comparing the use of Bayesian networks and neural networks in response time modeling for service-oriented systems R Zhang, AJ Bivens Proceedings of the 2007 workshop on Service-oriented computing performance …, 2007 | 53 | 2007 |
| Finding the big data sweet spot: Towards automatically recommending configurations for hadoop clusters on docker containers R Zhang, M Li, D Hildebrand 2015 IEEE International Conference on Cloud Engineering, 365-368, 2015 | 45 | 2015 |
| IO Tetris: Deep storage consolidation for the cloud via fine-grained workload analysis R Zhang, R Routray, DM Eyers, D Chambliss, P Sarkar, D Willcocks, ... 2011 IEEE 4th International Conference on Cloud Computing, 700-707, 2011 | 36 | 2011 |
| Twinroute: Energy-efficient data collection in fixed sensor networks with mobile sinks R Wohlers, N Trigoni, R Zhang, S Ellwood 2009 Tenth International Conference on Mobile Data Management: Systems …, 2009 | 34 | 2009 |
| Method and apparatus for determining an average wait time for user activities based on contextual sensors R Zhang, O Brdiczka, KE Partridge US Patent App. 13/707,493, 2014 | 33 | 2014 |
| Performance-efficient system for predicting user activities based on time-related features R Zhang, KE Partridge, JMA Begole, RR Price US Patent 9,183,497, 2015 | 31 | 2015 |
| Methods, systems, and physical computer storage media for processing a plurality of input/output request jobs DD Chambliss, IIJS Hyde, P Pandey, WG Sherman, R Zhang US Patent 8,713,572, 2014 | 30 | 2014 |
| Methods, computer systems, and physical computer storage media for managing resources of a storage server DD Chambliss, L Liu, WG Sherman, R Zhang US Patent 8,881,165, 2014 | 28 | 2014 |
| Performance-efficient system and method for sampling users for population-centric activity modeling R Zhang, R Chow, MK Chu, KE Partridge US Patent 8,566,165, 2013 | 27 | 2013 |
| SwiftAnalytics: Optimizing object storage for big data analytics L Rupprecht, R Zhang, B Owen, P Pietzuch, D Hildebrand 2017 IEEE International Conference on Cloud Engineering (IC2E), 245-251, 2017 | 25 | 2017 |
| Performance problem localization in self-healing, service-oriented systems using bayesian networks R Zhang, S Moyle, S McKeever, A Bivens Proceedings of the 2007 ACM symposium on Applied computing, 104-109, 2007 | 22 | 2007 |
| Semantic-aware and user-aware admission control for performance management in data analytics and data storage systems NB Angel, HH Ludwig, WW Owen, R Zhang US Patent 9,870,251, 2018 | 21 | 2018 |
| Activity duration analysis for context-aware services using foursquare check-ins J Melià-Seguí, R Zhang, E Bart, B Price, O Brdiczka Proceedings of the 2012 international workshop on Self-aware internet of …, 2012 | 21 | 2012 |
| Configuring large‐scale storage using a middleware with machine learning DM Eyers, R Routray, R Zhang, D Willcocks, P Pietzuch Concurrency and Computation: Practice and Experience 23 (17), 2063-2077, 2011 | 21* | 2011 |
| System and method for determining a duration for user activities based on social-network events R Zhang, RR Price, O Brdiczka US Patent App. 13/662,273, 2014 | 18 | 2014 |
