Jing Fu

A Restless Bandit Model for Resource Allocation, Competition, and Reservation

Jing Fu, Bill Moran, Peter G Taylor

Journal article  |  2021  |  Operations Research

In “A Restless Bandit Model for Resource Allocation, Competition and Reservation,” J. Fu, B. Moran, and P. G. Taylor study a resou..

Resource competition in virtual network embedding

Jing Fu, Bill Moran, Peter G Taylor, Chenchen Xing

Journal article  |  2020  |  STOCHASTIC MODELS

We consider a virtual network (VN) embedding problem on a large-scale substrate physical network. We permit varying capacities and..

Transcriptomic responses of a New Delhi metallo-beta-lactamase-producing Klebsiella pneumoniae isolate to the combination of polymyxin B and chloramphenicol

Nusaibah Abdul Rahim, Soon-Ee Cheah, Matthew D Johnson, Yan Zhu, Heidi H Yu, Hanna E Sidjabat, Mark S Butler, Matthew A Cooper, Jing Fu, David L Paterson, Roger L Nation, John D Boyce, Phillip J Bergen, Tony Velkov, Jian Li

Journal article  |  2020  |  INTERNATIONAL JOURNAL OF ANTIMICROBIAL AGENTS

The combination of polymyxins and chloramphenicol possesses synergistic killing activity against New Delhi metallo-β-lactamase (ND..

Energy-efficient job-assignment policy with asymptotically guaranteed performance deviation

J Fu, B Moran

Journal article  |  2020  |  IEEE/ACM Transactions on Networking

We study a job-assignment problem in a large-scale server farm system with geographically deployed servers as abstracted computer ..

Towards Q-learning the Whittle Index for Restless Bandits

Jing Fu, Yoni Nazarathy, Sarat Moka, Peter G Taylor

Conference Proceedings  |  2019  |  2019 AUSTRALIAN & NEW ZEALAND CONTROL CONFERENCE (ANZCC)

We consider the multi-armed restless bandit problem (RMABP) with an infinite horizon average cost objective. Each arm of the RMABP..

Energy-Efficient Priority-Based Scheduling for Wireless Network Slicing

Qing Wang, Jing Fu, Jingjin Wu, Bill Moran, Moshe Zukerman

Conference Proceedings  |  2018  |  2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM)

Wireless network slicing is a promising technology for next-generation networks to provide tailored on-demand services to mobile u..

Asymptotically Optimal Job Assignment for Energy-Efficient Processor-Sharing Server Farms

Jing Fu, Bill Moran, Jun Guo, Eric WM Wong, Moshe Zukerman

Journal article  |  2016  |  IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

We study the problem of job assignment in a large-scale realistically dimensioned server farm comprising multiple processor-sharin..

Energy-Efficient Heuristics for Insensitive Job Assignment in Processor-Sharing Server Farms

Jing Fu, Jun Guo, Eric WM Wong, Moshe Zukerman

Journal article  |  2015  |  IEEE Journal on Selected Areas in Communications

Energy efficiency of server farms is an important design consideration of the green datacenter initiative. One effective approach ..

Energy-Efficient Heuristics for Job Assignment in Processor-Sharing Server Farms

Jing Fu, Jun Guo, Eric WM Wong, Moshe Zukerman

Conference Proceedings  |  2015  |  2015 IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (INFOCOM)

Energy efficiency of server farms is an important design consideration of data centers. One effective approach is to optimize ener..

Insensitive Job Assignment With Throughput and Energy Criteria for Processor-Sharing Server Farms

Zvi Rosberg, Yu Peng, Jing Fu, Jun Guo, Eric WM Wong, Moshe Zukerman

Journal article  |  2014  |  IEEE-ACM TRANSACTIONS ON NETWORKING

We study the problem of stochastic job assignment in a server farm comprising multiple processor-sharing servers with various spee..