Jim G. Dai

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 16

Top Topics

Queueing Networks

Top Venues

Queueing Syst. Theory Appl.

SIGMETRICS (Abstracts)

Publications

Anton Braverman, Jim G. Dai, Xiao Fang
High-Order Steady-State Diffusion Approximations. Oper. Res. 72 (2) (2024)
Xinyun Chen, Jim G. Dai, Sergey Foss
Editorial introduction to the special issue "Masakiyo Miyazawa - 75". Queueing Syst. Theory Appl. 102 (1-2) (2022)
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) (2022)
Jim G. Dai, Mark O. Gluzman
Refined Policy Improvement Bounds for MDPs. CoRR (2021)
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)
Jiekun Feng, Mark O. Gluzman, Jim G. Dai
Scalable Deep Reinforcement Learning for Ride-Hailing. IEEE Control. Syst. Lett. 5 (6) (2021)
Jiekun Feng, Mark O. Gluzman, Jim G. Dai
Scalable Deep Reinforcement Learning for Ride-Hailing. ACC (2021)
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 (2021)
Jiekun Feng, Mark O. Gluzman, Jim G. Dai
Scalable Deep Reinforcement Learning for Ride-Hailing. CoRR (2020)
Jim G. Dai, Mark O. Gluzman
Queueing Network Controls via Deep Reinforcement Learning. CoRR (2020)
Anton Braverman, Jim G. Dai, Xin Liu, Lei Ying
Empty-Car Routing in Ridesharing Systems. Oper. Res. 67 (5) (2019)
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) (2019)
Jim G. Dai
Steady-state Approximations: Achievement Lecture. SIGMETRICS (Abstracts) (2018)
Anton Braverman, Jim G. Dai, Xin Liu, Lei Ying
Fluid-Model-Based Car Routing for Modern Ridesharing Systems. SIGMETRICS (Abstracts) (2017)
Anton Braverman, Jim G. Dai
Stein's Method for Steady-State Approximations: Error Bounds and Engineering Solutions. SIGMETRICS Perform. Evaluation Rev. 45 (3) (2017)
Ping Yin, Sen Yang, Jun Xu, Jim G. Dai, Bill Lin
Improving Backpressure-based Adaptive Routing via Incremental Expansion of Routing Choices. ANCS (2017)
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 (2014)
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)
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) (2014)
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) (2014)
Jim G. Dai, Masakiyo Miyazawa
Stationary distribution of a two-dimensional SRBM: geometric views and boundary measures. Queueing Syst. Theory Appl. 74 (2-3) (2013)
Jim G. Dai, Shuangchi He
Numerical analysis for diffusion models of GI/Ph/n+GI queues. SIGMETRICS Perform. Evaluation Rev. 39 (4) (2012)
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) (2011)
Jim G. Dai, Tolga Tezcan
State Space Collapse in Many-Server Diffusion Limits of Parallel Server Systems. Math. Oper. Res. 36 (2) (2011)
Jim G. Dai, Shuangchi He
Customer Abandonment in Many-Server Queues. Math. Oper. Res. 35 (2) (2010)
Tolga Tezcan, Jim G. Dai
-Systems with Many Servers: Asymptotic Optimality of a Static Priority Policy in Heavy Traffic. Oper. Res. 58 (1) (2010)
Varun Gupta, Mor Harchol-Balter, Jim G. Dai, Bert Zwart
: why two moments of job size distribution are not enough. Queueing Syst. Theory Appl. 64 (1) (2010)
Jiheng Zhang, Jim G. Dai, Bert Zwart
Law of Large Number Limits of Limited Processor-Sharing Queues. Math. Oper. Res. 34 (4) (2009)
Jim G. Dai, Tolga Tezcan
Optimal control of parallel server systems with many servers in heavy traffic. Queueing Syst. Theory Appl. 59 (2) (2008)
Melda Ormeci Matoglu, Jim G. Dai, John H. Vande Vate
Impulse Control of Brownian Motion: The Constrained Average Cost Case. Oper. Res. 56 (3) (2008)
Jim G. Dai, John J. Hasenbein, Bara Kim
Stability of join-the-shortest-queue networks. Queueing Syst. Theory Appl. 57 (4) (2007)
Varun Gupta, Jim G. Dai, Mor Harchol-Balter, Bert Zwart
queueing system. SIGMETRICS Perform. Evaluation Rev. 35 (2) (2007)
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) (2006)
Jim G. Dai, Wuqin Lin
Maximum Pressure Policies in Stochastic Processing Networks. Oper. Res. 53 (2) (2005)
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) (2004)
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) (2004)
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) (2004)
Jim G. Dai, Caiwei Li
Stabilizing Batch-Processing Networks. Oper. Res. 51 (1) (2003)
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)
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) (2002)
Jim G. Dai, Gideon Weiss
A Fluid Heuristic for Minimizing Makespan in Job Shops. Oper. Res. 50 (4) (2002)
Florin Avram, Jim G. Dai, John J. Hasenbein
Explicit Solutions for Variational Problems in the Quadrant. Queueing Syst. Theory Appl. 37 (1/3) (2001)
Jim G. Dai, John H. Vande Vate
The Stability of Two-Station Multitype Fluid Networks. Oper. Res. 48 (5) (2000)
Jim G. Dai, Balaji Prabhakar
The Throughput of Data Switches with and without Speedup. INFOCOM (2000)
Jim G. Dai, John J. Hasenbein, John H. Vande Vate
Stability of a Three-Station Fluid Network. Queueing Syst. Theory Appl. 33 (4) (1999)
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) (1999)
Jim G. Dai, D. H. Yeh, C. Zhou
The QNET Method for Re-Entrant Queueing Networks with Priority Disciplines. Oper. Res. 45 (4) (1997)
Jim G. Dai, Gideon Weiss
Stability and Instability of Fluid Models for Reentrant Lines. Math. Oper. Res. 21 (1) (1996)
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) (1995)
Jim G. Dai, Thomas G. Kurtz
A multiclass Station with Markovian Feedback in Heavy Traffic. Math. Oper. Res. 20 (3) (1995)
Jim G. Dai, Viên Nguyen, Martin I. Reiman
Sequential Bottleneck Decomposition: An Approximation Method for Generalized Jackson Networks. Oper. Res. 42 (1) (1994)
Jim G. Dai, Yang Wang
Nonexistence of Brownian models for certain multiclass queueing networks. Queueing Syst. Theory Appl. 13 (1-3) (1993)