Publications
Dean of School of Data Science Leon C. Welch Professor (Cornell University)
Room 606, Daoyuan Building
Applied Probability: Fluid models, diffusion models, stochastic processes, and reinforcement learning Resource allocations in processing networks that model semiconductor wafer fabrication lines, communications networks, data centers, and service systems Modeling and optimization for customer contact centers, hospital inpatient operations, airline yield management, and ridesharing networks
Selected Publications:
1. Book: J. G. Dai and Michael J. Harrison, Processing Networks Fluid Models and Stability: https://spnbook.org/ (Order from Amazon: https://www.amazon.com/-/zh/dp/1108488897 ）
2. J.G. Dai and Pengyi Shi, Inpatient Overflow: An Approximate Dynamic Programming Approach, Manufacturing & Service Operations Management, Vol. 21, No. 4, 2019.
3. A Braverman, J.G. Dai, X Liu, and L Ying, Empty-car routing in ridesharing system, Operations Research 67 (5), 1437-1452, 2019.
4. Anton Braverman, J.G. Dai and Jiekun Feng, Stein's method for steady-state diffusion approximations: an introduction through the Erlang-A and Erlang-C models, Stochastic Systems, 6, 301-366, 2016.
5. J.G. Dai and Wuqin Lin, Maximum Pressure Policies in Stochastic Processing Networks, Operations Research, Vol. 53, 197-218, 2005.
6. J.G. Dai and B Prabhakar, The throughput of data switches with and without speedup, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications, 2000.
7. J.G. Dai, On positive Harris recurrence of multiclass queueing networks: a unified approach via fluid limit models, Annals of Applied Probability, 5, 49-77, 1995.
8. J.G. Dai and J. M. Harrison, Reflected Brownian motion in an orthant: numerical methods for steady-state analysis, Annals of Applied Probability, 2, 65-86, 1992.
More listed on ORCID.
