| Join-idle-queue: A novel load balancing algorithm for dynamically scalable web services Y Lu, Q Xie, G Kliot, A Geller, JR Larus, A Greenberg Performance Evaluation 68 (11), 1056-1071, 2011 | 343 | 2011 |
| Power of d Choices for Large-Scale Bin Packing: A Loss Model Q Xie, X Dong, Y Lu, R Srikant ACM Sigmetrics, 2015 | 61 | 2015 |
| Scheduling with Multi-level Data Locality: Throughput and Heavy-Traffic Optimality Q Xie, A Yekkehkhany, Y Lu 2016 IEEE Conference on Computer Communications (INFOCOM), 2016 | 47 | 2016 |
| Priority algorithm for near-data scheduling: Throughput and heavy-traffic optimality Q Xie, Y Lu 2015 IEEE Conference on Computer Communications (INFOCOM), 963-972, 2015 | 39 | 2015 |
| Pandas: robust locality-aware scheduling with stochastic delay optimality Q Xie, M Pundir, Y Lu, CL Abad, RH Campbell IEEE/ACM Transactions on Networking 25 (2), 662-675, 2016 | 27 | 2016 |
| Q-learning with nearest neighbors D Shah, Q Xie arXiv preprint arXiv:1802.03900, 2018 | 25 | 2018 |
| Degree-guided map-reduce task assignment with data locality constraint Q Xie, Y Lu 2012 IEEE International Symposium on Information Theory Proceedings, 985-989, 2012 | 20 | 2012 |
| Stochastic online scheduling on unrelated machines V Gupta, B Moseley, M Uetz, Q Xie International Conference on Integer Programming and Combinatorial …, 2017 | 19 | 2017 |
| On reinforcement learning using Monte Carlo tree search with supervised learning: Non-asymptotic analysis D Shah, Q Xie, Z Xu arXiv preprint arXiv:1902.05213, 2019 | 9 | 2019 |
| Reinforcement learning for optimal control of queueing systems B Liu, Q Xie, E Modiano 2019 57th Annual Allerton Conference on Communication, Control, and …, 2019 | 6 | 2019 |
| Learning zero-sum simultaneous-move markov games using function approximation and correlated equilibrium Q Xie, Y Chen, Z Wang, Z Yang Conference on Learning Theory, 3674-3682, 2020 | 5 | 2020 |
| Dynamic regret of policy optimization in non-stationary environments Y Fei, Z Yang, Z Wang, Q Xie arXiv preprint arXiv:2007.00148, 2020 | 4 | 2020 |
| Greed Works—Online Algorithms for Unrelated Machine Stochastic Scheduling V Gupta, B Moseley, M Uetz, Q Xie Mathematics of Operations Research 45 (2), 497-516, 2020 | 4 | 2020 |
| Non-asymptotic analysis of monte carlo tree search D Shah, Q Xie, Z Xu Abstracts of the 2020 SIGMETRICS/Performance Joint International Conference …, 2020 | 3 | 2020 |
| Scheduling and resource allocation for clouds: Novel algorithms, state space collapse and decay of tails Q Xie University of Illinois at Urbana-Champaign, 2016 | 3 | 2016 |
| POLY-HOOT: Monte-Carlo planning in continuous space MDPs with non-asymptotic analysis W Mao, K Zhang, Q Xie, T Başar arXiv preprint arXiv:2006.04672, 2020 | 2 | 2020 |
| Rl-qn: a reinforcement learning framework for optimal control of queueing systems B Liu, Q Xie, E Modiano arXiv preprint arXiv:2011.07401, 2020 | 1 | 2020 |
| Stable Reinforcement Learning with Unbounded State Space D Shah, Q Xie, Z Xu arXiv preprint arXiv:2006.04353, 2020 | 1 | 2020 |
| On reinforcement learning for turn-based zero-sum Markov games D Shah, V Somani, Q Xie, Z Xu arXiv preprint arXiv:2002.10620, 2020 | 1 | 2020 |
| Centralized Congestion Control and Scheduling in a Datacenter D Shah, Q Xie arXiv preprint arXiv:1710.02548, 2017 | 1 | 2017 |
Yi LuProfessor of Electrical and Computer Engineering, University of IllinoisBestätigte E-Mail-Adresse bei illinois.edu
