Unichain and Aperiodicity are Sufficient for Asymptotic Optimality of Average-Reward Restless Bandits
Yige Hong, Qiaomin Xie, Yudong Chen, Weina Wang
Preprint, 2024.
[arXiv]
Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption
Yige Hong, Qiaomin Xie, Yudong Chen, Weina Wang
NeurIPS, 2023.
[arXiv] [slides]
Spotlight
Sample Efficient Reinforcement Learning in Mixed Systems Through Augmented Samples and Its Applications to Queueing Networks
Honghao Wei, Xin Liu, Weina Wang, Lei Ying
NeurIPS, 2023.
[arXiv]
Spotlight
Near-Optimal Stochastic Bin-Packing in Large Service Systems with Time-Varying Item Sizes
Yige Hong, Qiaomin Xie, Weina Wang
ACM SIGMETRICS, 2024.
[arXiv] [slides] [Simons talk video]
The M/M/k with deterministic setup times
Jalani K. Williams, Mor Harchol-Balter, Weina Wang
ACM SIGMETRICS, 2023.
[DOI] [pdf]
Sharp waiting-time bounds for multiserver jobs
Yige Hong, Weina Wang
ACM MobiHoc, 2022.
[DOI] [arXiv] [slides] [SNAPP seminar video]
Tackling heterogeneous traffic in multi-access systems via erasure coded servers
Tuhinangshu Choudhury, Weina Wang, Gauri Joshi
ACM MobiHoc, 2022.
[DOI] [arXiv]
Best Paper Award
On low-complexity quickest intervention of mutated diffusion processes through local approximation
Qining Zhang, Honghao Wei, Weina Wang, Lei Ying
ACM MobiHoc, 2022.
[DOI] [arXiv]
Beyond response time: scheduling to speed up convergence in machine learning
Weina Wang
‘100 views on queues’, Volume 100 of Queueing Systems, 2022.
[DOI]
Probing to minimize
Weina Wang, Anupam Gupta, Jalani K. Williams (random author order)
ITCS, 2022. [DOI]
[pdf]
The case for phase-aware scheduling of parallelizable jobs
Benjamin Berg, Justin
Whitehouse, Benjamin Moseley, Weina Wang, Mor Harchol-Balter
IFIP Performance, 2021.
[DOI] [pdf]
Job dispatching policies for queueing systems with unknown service rates
Tuhinangshu Choudhury, Gauri Joshi, Weina Wang, Sanjay Shakkottai
ACM MobiHoc, Jul. 2021. [DOI]
[arXiv] [slides]
Zero queueing for multi-server jobs
Weina Wang, Qiaomin Xie, Mor Harchol-Balter
ACM SIGMETRICS, Jun. 2021. [DOI]
[arXiv]
Achieving zero asymptotic queueing delay for parallel jobs
Wentao Weng, Weina Wang
ACM SIGMETRICS, Jun. 2021. [DOI]
[arXiv] [talk video by Wentao]
Optimal resource allocation for elastic and inelastic jobs
Benjamin Berg, Mor Harchol-Balter, Benjamin Moseley, Weina Wang, Justin
Whitehouse
ACM SPAA, Jul. 2020. [DOI]
[pdf]
QuickStop: A Markov optimal stopping approach for quickest misinformation detection
Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying
ACM SIGMETRICS, Phoenix, AZ, Jun. 2019. [DOI]
[pdf]
Delay asymptotics and bounds for multi-task parallel jobs
Weina Wang, Mor Harchol-Balter, Haotian Jiang, Alan Scheller-Wolf, R. Srikant
Queueing Systems Jan. 2019. [DOI] [QUESTA pdf]
International Symposium on Computer Performance, Modeling, Measurements and Evaluation (IFIP Performance), Toulouse, France, Dec. 2018. [DOI]
Heavy-traffic insensitive bounds for weighted proportionally fair bandwidth sharing policies
Weina Wang, Siva Theja Maguluri, R. Srikant, Lei Ying
Mathematics of Operations Research, 2022. [DOI][arXiv]
Heavy-traffic delay insensitivity in connection-level models of data transfer with proportionally fair bandwidth sharing
Weina Wang, Siva Theja Maguluri, R. Srikant, Lei Ying
International Symposium on Computer Performance, Modeling, Measurements and Evaluation (IFIP Performance), New York City, NY, Dec. 2017. [DOI]
Resource allocation for data-parallel computing in networks with data locality
Weina Wang, Lei Ying
Annual Allerton Conference on Communication, Control, and Computing (Allerton), Monticello, IL, Sep. 2016. [DOI] [Allerton pdf]
Decentralized scheduling with data locality for data-parallel computation on Peer-to-Peer networks
Weina Wang, Matthew Barnard, Lei Ying
Annual Allerton Conference on Communication, Control, and Computing (Allerton), Monticello, IL, Sep. 2015. [DOI] [Allerton pdf]
Data locality in MapReduce: A network perspective
Weina Wang, Lei Ying
Annual Allerton Conference on Communication, Control, and Computing (Allerton), Monticello, IL, Sep. 2014. [DOI]
Performance Evaluation, Feb. 2016. [DOI] [PEVA pdf]
[technical report]
MapTask scheduling in MapReduce with data locality: throughput and heavy-traffic optimality
Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang
IEEE/ACM Transactions on Networking, Feb. 2016. [DOI] [ToN pdf]
Map task scheduling in MapReduce with data locality: throughput and heavy-traffic optimality
Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang
IEEE International Conference on Computer Communications (INFOCOM), Turin, Italy, Apr. 2013. [DOI] [INFOCOM pdf]
A throughput optimal algorithm for map task scheduling in MapReduce with data locality
Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang
ACM SIGMETRICS Performance Evaluation Review, Mar. 2013. [DOI]
[poster]
On the performance of largest-deficit-first for scheduling real-time traffic in wireless networks
Xiaohan Kang, Weina Wang, Juan José Jaramillo, Lei Ying
IEEE/ACM Transactions on Networking, Feb. 2016. [DOI] [ToN pdf] [supplementary]
ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), Bangalore, India, Jul. 2013. [DOI] [MobiHoc pdf]
Privacy-utility tradeoffs in routing cryptocurrency over payment channel networks
Weizhao Tang, Weina Wang, Giulia Fanti, Sewoong Oh
ACM SIGMETRICS, Jun. 2020. [DOI]
[pdf]
Data collection from privacy-aware users in the presence of social learning
Abdullah Basar Akbay, Weina Wang, Junshan Zhang
Annual Allerton Conference on Communication, Control, and Computing (Allerton), Monticello, IL, Sep. 2019. [DOI]
A winners-take-all incentive mechanism for crowd-powered systems
Pengfei Jiang, Weina Wang, Yao Zhu, Jingrui He, Lei Ying
Workshop on Economics of Networks, Systems and Computation (NetEcon), Jun. 2018. [DOI]
Buying data from privacy-aware individuals: The effect of negative payments
Weina Wang, Lei Ying, Junshan Zhang
Conference on Web and Internet Economics (WINE), Montreal, Canada, Dec. 2016. [DOI] [WINE pdf]
[technical report]
The value of privacy: Strategic data subjects, incentive mechanisms and fundamental limits
Weina Wang, Lei Ying, Junshan Zhang
ACM Transactions on Economics and Computation, Aug. 2018. [DOI] [TEAC pdf]
ACM SIGMETRICS, Antibes Juan-les-Pins, France, Jun. 2016. [DOI] [SIGMETRICS pdf]
Kenneth C. Sevcik Outstanding Student Paper Award
A game-theoretic approach to quality control for collecting privacy-preserving data
Weina Wang, Lei Ying, Junshan Zhang
Annual Allerton Conference on Communication, Control, and Computing (Allerton), Monticello, IL, Sep. 2015. [DOI] [Allerton pdf]
[technical report]
A minimax distortion view of differentially private query release
Weina Wang, Lei Ying, Junshan Zhang
Asilomar Conference on Signals, Systems, and Computers (Asilomar), Pacific Grove, CA, Nov. 2015. [DOI] [Asilomar pdf] [technical report]
On the relation between identifiability, differential privacy, and mutual-information privacy
Weina Wang, Lei Ying, Junshan Zhang
IEEE Transactions on Information Theory, Sep. 2016. [DOI] [TIT pdf]
Annual Allerton Conference on Communication, Control, and Computing (Allerton), Monticello, IL, Sep. 2014. [DOI]
Poster presented at IEEE North American School of Information Theory, Toronto, Canada, Jun. 2014. [poster]
