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ORCIDJim G. Dai
Person information
- affiliation: Cornell University, Ithaca, NY, USA
- affiliation (former): Georgia Institute of Technology, Atlanta, GA, USA
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2020 – today
- 2024
[j39]Anton Braverman
, Jim G. Dai, Xiao Fang:
High-Order Steady-State Diffusion Approximations. Oper. Res. 72(2): 604-616 (2024)- 2022
- [j38]Xinyun Chen, Jim G. Dai, Sergey Foss:
Editorial introduction to the special issue "Masakiyo Miyazawa - 75". Queueing Syst. Theory Appl. 102(1-2): 1-5 (2022) - [j37]Chang Cao, Jim G. Dai, Xiangyu Zhang:
State space collapse for multi-class queueing networks under SBP service policies. Queueing Syst. Theory Appl. 102(1-2): 87-122 (2022) - 2021
- [j36]Jiekun Feng, Mark O. Gluzman, Jim G. Dai:
Scalable Deep Reinforcement Learning for Ride-Hailing. IEEE Control. Syst. Lett. 5(6): 2060-2065 (2021) - [c8]Jiekun Feng, Mark O. Gluzman, Jim G. Dai:
Scalable Deep Reinforcement Learning for Ride-Hailing. ACC 2021: 3743-3748 - [c7]Yihan Pan, Zhenghang Xu, Jin Guang, Xinyun Chen, Jim G. Dai, Chengwenjian Wang, Xuanming Zhang, Jingjing Sun, Pengyi Shi, Yichuan Ding, Song Wu, Kai Yang, Hongxin Pan:
A High-Fidelity, Machine-Learning Enhanced Queueing Network Simulation Model For Hospital Ultrasound Operations. WSC 2021: 1-12 - [i5]Yihan Pan, Zhenghang Xu, Jin Guang, Jingjing Sun, Chengwenjian Wang, Xuanming Zhang, Xinyun Chen, Jim G. Dai, Yichuan Ding, Pengyi Shi, Hongxin Pan, Kai Yang, Song Wu:
A High-fidelity, Machine-learning Enhanced Queueing Network Simulation Model for Hospital Ultrasound Operations. CoRR abs/2104.07451 (2021) - [i4]Jim G. Dai, Mark O. Gluzman:
Refined Policy Improvement Bounds for MDPs. CoRR abs/2107.08068 (2021) - 2020
- [i3]Jim G. Dai, Mark O. Gluzman:
Queueing Network Controls via Deep Reinforcement Learning. CoRR abs/2008.01644 (2020) - [i2]Jiekun Feng, Mark O. Gluzman, Jim G. Dai:
Scalable Deep Reinforcement Learning for Ride-Hailing. CoRR abs/2009.14679 (2020)
2010 – 2019
- 2019
- [j35]Anton Braverman, Jim G. Dai, Xin Liu, Lei Ying:
Empty-Car Routing in Ridesharing Systems. Oper. Res. 67(5): 1437-1452 (2019) - [j34]Ping Yin, Sen Yang, Jun Xu, Jim G. Dai, Bill Lin:
Efficient Traffic Load-Balancing via Incremental Expansion of Routing Choices. ACM Trans. Model. Perform. Evaluation Comput. Syst. 4(1): 1:1-1:35 (2019) - 2018
- [c6]Jim G. Dai:
Steady-state Approximations: Achievement Lecture. SIGMETRICS (Abstracts) 2018: 1 - 2017
- [j33]Anton Braverman, Jim G. Dai:
Stein's Method for Steady-State Approximations: Error Bounds and Engineering Solutions. SIGMETRICS Perform. Evaluation Rev. 45(3): 250 (2017) - [c5]Ping Yin, Sen Yang, Jun Xu, Jim G. Dai, Bill Lin:
Improving Backpressure-based Adaptive Routing via Incremental Expansion of Routing Choices. ANCS 2017: 1-12 - [c4]Anton Braverman, Jim G. Dai, Xin Liu, Lei Ying:
Fluid-Model-Based Car Routing for Modern Ridesharing Systems. SIGMETRICS (Abstracts) 2017: 11-12 - 2014
- [j32]Jim G. Dai, A. B. Dieker, Xuefeng Gao:
Validity of heavy-traffic steady-state approximations in many-server queues with abandonment. Queueing Syst. Theory Appl. 78(1): 1-29 (2014) - [j31]Jim G. Dai, Masakiyo Miyazawa, Jian Wu:
A multi-dimensional SRBM: geometric views of its product form stationary distribution. Queueing Syst. Theory Appl. 78(4): 313-335 (2014) - [c3]Weijun Ding, Jun (Jim) Xu, Jim G. Dai, Yang Song, Bill Lin:
Sprinklers: A Randomized Variable-Size Striping Approach to Reordering-Free Load-Balanced Switching. CoNEXT 2014: 89-100 - [i1]Weijun Ding, Jun (Jim) Xu, Jim G. Dai, Yang Song, Bill Lin:
Sprinklers: A Randomized Variable-Size Striping Approach to Reordering-Free Load-Balanced Switching. CoRR abs/1407.0006 (2014) - 2013
- [j30]Jim G. Dai, Masakiyo Miyazawa:
Stationary distribution of a two-dimensional SRBM: geometric views and boundary measures. Queueing Syst. Theory Appl. 74(2-3): 181-217 (2013) - 2012
- [j29]Jim G. Dai, Shuangchi He:
Numerical analysis for diffusion models of GI/Ph/n+GI queues. SIGMETRICS Perform. Evaluation Rev. 39(4): 37 (2012) - 2011
- [j28]Jim G. Dai, Tolga Tezcan:
State Space Collapse in Many-Server Diffusion Limits of Parallel Server Systems. Math. Oper. Res. 36(2): 271-320 (2011) - [j27]Jim G. Dai, A. B. Dieker:
Nonnegativity of solutions to the basic adjoint relationship for some diffusion processes. Queueing Syst. Theory Appl. 68(3-4): 295-303 (2011) - 2010
- [j26]Tolga Tezcan, Jim G. Dai:
Dynamic Control of N-Systems with Many Servers: Asymptotic Optimality of a Static Priority Policy in Heavy Traffic. Oper. Res. 58(1): 94-110 (2010) - [j25]Jim G. Dai, Shuangchi He:
Customer Abandonment in Many-Server Queues. Math. Oper. Res. 35(2): 347-362 (2010) - [j24]Varun Gupta, Mor Harchol-Balter, Jim G. Dai, Bert Zwart:
On the inapproximability of M/G/K: why two moments of job size distribution are not enough. Queueing Syst. Theory Appl. 64(1): 5-48 (2010)
2000 – 2009
- 2009
- [j23]Jiheng Zhang, Jim G. Dai, Bert Zwart:
Law of Large Number Limits of Limited Processor-Sharing Queues. Math. Oper. Res. 34(4): 937-970 (2009) - 2008
- [j22]Melda Ormeci Matoglu, Jim G. Dai, John H. Vande Vate:
Impulse Control of Brownian Motion: The Constrained Average Cost Case. Oper. Res. 56(3): 618-629 (2008) - [j21]Jim G. Dai, Tolga Tezcan:
Optimal control of parallel server systems with many servers in heavy traffic. Queueing Syst. Theory Appl. 59(2): 95-134 (2008) - 2007
- [j20]Jim G. Dai, John J. Hasenbein, Bara Kim:
Stability of join-the-shortest-queue networks. Queueing Syst. Theory Appl. 57(4): 129-145 (2007) - [j19]Varun Gupta, Jim G. Dai, Mor Harchol-Balter, Bert Zwart:
The effect of higher moments of job size distribution on the performance of an M/G/s queueing system. SIGMETRICS Perform. Evaluation Rev. 35(2): 12-14 (2007) - 2006
- [j18]Jiankui Yang, Jim G. Dai, Jiangong You, Hanqin Zhang:
A simple proof of diffusion approximations for LBFS re-entrant lines. Oper. Res. Lett. 34(2): 199-204 (2006) - 2005
- [j17]Jim G. Dai, Wuqin Lin:
Maximum Pressure Policies in Stochastic Processing Networks. Oper. Res. 53(2): 197-218 (2005) - 2004
- [j16]Ki-Seok Choi, Jim G. Dai, Jing-Sheng Song:
On Measuring Supplier Performance Under Vendor-Managed-Inventory Programs in Capacitated Supply Chains. Manuf. Serv. Oper. Manag. 6(1): 53-72 (2004) - [j15]Junxia Chang, Hayriye Ayhan, Jim G. Dai, Cathy H. Xia:
Dynamic Scheduling of a Multiclass Fluid Model with Transient Overload. Queueing Syst. Theory Appl. 48(3-4): 263-307 (2004) - [j14]Junxia Chang, Hayriye Ayhan, Jim G. Dai:
Dynamic scheduling of multiclass open queueing networks in a slowly changing environment. SIGMETRICS Perform. Evaluation Rev. 32(2): 20-21 (2004) - 2003
- [j13]Jim G. Dai, Caiwei Li:
Stabilizing Batch-Processing Networks. Oper. Res. 51(1): 123-136 (2003) - [c2]Junxia Chang, Hayriye Ayhan, Jim G. Dai, Zhen Liu, Mark S. Squillante, Cathy H. Xia:
Optimal dynamic scheduling in a multiclass fluid model of Internet servers with transient overload. CDC 2003: 721-727 - 2002
- [j12]Jim G. Dai, Gideon Weiss:
A Fluid Heuristic for Minimizing Makespan in Job Shops. Oper. Res. 50(4): 692-707 (2002) - [j11]Xinyang Shen, Hong Chen, Jim G. Dai, Wanyang Dai:
The Finite Element Method for Computing the Stationary Distribution of an SRBM in a Hypercube with Applications to Finite Buffer Queueing Networks. Queueing Syst. Theory Appl. 42(1): 33-62 (2002) - 2001
- [j10]Florin Avram, Jim G. Dai, John J. Hasenbein:
Explicit Solutions for Variational Problems in the Quadrant. Queueing Syst. Theory Appl. 37(1/3): 259-289 (2001) - 2000
- [j9]Jim G. Dai, John H. Vande Vate:
The Stability of Two-Station Multitype Fluid Networks. Oper. Res. 48(5): 721-744 (2000) - [c1]Jim G. Dai, Balaji Prabhakar:
The Throughput of Data Switches with and without Speedup. INFOCOM 2000: 556-564
1990 – 1999
- 1999
- [j8]Jim G. Dai, Wanyang Dai:
A heavy traffic limit theorem for a class of open queueing networks with finite buffers. Queueing Syst. Theory Appl. 32(1-3): 5-40 (1999) - [j7]Jim G. Dai, John J. Hasenbein, John H. Vande Vate:
Stability of a Three-Station Fluid Network. Queueing Syst. Theory Appl. 33(4): 293-325 (1999) - 1997
- [j6]Jim G. Dai, D. H. Yeh, C. Zhou:
The QNET Method for Re-Entrant Queueing Networks with Priority Disciplines. Oper. Res. 45(4): 610-623 (1997) - 1996
- [j5]Jim G. Dai, Gideon Weiss:
Stability and Instability of Fluid Models for Reentrant Lines. Math. Oper. Res. 21(1): 115-134 (1996) - 1995
- [j4]Jim G. Dai, Thomas G. Kurtz:
A multiclass Station with Markovian Feedback in Heavy Traffic. Math. Oper. Res. 20(3): 721-742 (1995) - [j3]Jim G. Dai, Sean P. Meyn:
Stability and convergence of moments for multiclass queueing networks via fluid limit models. IEEE Trans. Autom. Control. 40(11): 1889-1904 (1995) - 1994
- [j2]Jim G. Dai, Viên Nguyen, Martin I. Reiman:
Sequential Bottleneck Decomposition: An Approximation Method for Generalized Jackson Networks. Oper. Res. 42(1): 119-136 (1994) - 1993
- [j1]Jim G. Dai, Yang Wang:
Nonexistence of Brownian models for certain multiclass queueing networks. Queueing Syst. Theory Appl. 13(1-3): 41-46 (1993)
Coauthor Index
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