Jie Hu

Works (9)

Updated: September 9th, 2024 05:02

2024 journal article

Accelerating Distributed Stochastic Optimization via Self-Repellent Random Walks ...

By: J. Hu* , V. Doshi & D. Eun

Source: ORCID
Added: September 8, 2024

2024 journal article

Central Limit Theorem for Two-Timescale Stochastic Approximation with Markovian Noise: Theory and Applications ...

By: J. Hu* , V. Doshi & D. Eun

Source: ORCID
Added: September 8, 2024

2024 conference paper

Self-Repellent Random Walks on General Graphs - Achieving Minimal Sampling Variance via Nonlinear Markov Chains (Extended Abstract)

Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence.

By: V. Doshi *, J. Hu n  & D. Eun  n

UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities (OpenAlex)
Source: ORCID
Added: September 8, 2024

2023 journal article

Self-Repellent Random Walks on General Graphs -- Achieving Minimal Sampling Variance via Nonlinear Markov Chains ...

By: V. Doshi, J. Hu*  & D. Eun

UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities (OpenAlex)
Source: ORCID
Added: September 8, 2024

2022 journal article

Bi-SIS Epidemics on Graphs -- Quantitative Analysis of Coexistence Equilibria ...

By: V. Doshi, J. Hu*  & D. Eun

UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
3. Good Health and Well-being (OpenAlex)
Source: ORCID
Added: September 8, 2024

2022 journal article

Efficiency Ordering of Stochastic Gradient Descent ...

By: J. Hu* , V. Doshi & D. Eun

Source: ORCID
Added: September 8, 2024

2022 journal article

Minimizing File Transfer Time in Opportunistic Spectrum Access Model

IEEE TRANSACTIONS ON MOBILE COMPUTING, 23(1), 630–644.

By: J. Hu n , V. Doshi n  & D. Eun n

author keywords: Delays; Throughput; Sensors; Switches; Mathematical models; Vehicle dynamics; Computational modeling; Opportunistic spectrum access; file transfer problem; minimum transfer time; shortest path problem
TL;DR: This work explicitly considers minimizing the file transfer time for a given file in a set of heterogeneous-rate Bernoulli channels, showing that max-throughput policy doesn't minimize file transferTime in general. (via Semantic Scholar)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: January 7, 2024

2021 conference paper

Opportunistic Spectrum Access: Does Maximizing Throughput Minimize File Transfer Time?

2021 19th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt).

By: J. Hu n , V. Doshi  n & D. Eun  n

Contributors: J. Hu n 

TL;DR: This work formulate a mathematical framework for the static policy, and extend to dynamic policy by mapping the file transfer problem to the stochastic shortest path problem, and analyzes the performance of the proposed static optimal and dynamic optimal policies over the policy that maximizes long-term throughput. (via Semantic Scholar)
Source: ORCID
Added: January 7, 2024

2020 article

Performance Analysis and Improvement on DSRC Application for V2V Communication

2020 IEEE 92ND VEHICULAR TECHNOLOGY CONFERENCE (VTC2020-FALL).

By: L. Cao *, H. Yin *, J. Hu n  & L. Zhang *

author keywords: V2V; DSRC; IEEE 802.11p; DCF; MAC design
TL;DR: The Semi-persistent Contention Density Control (SpCDC) scheme is developed to improve the DSRC performance and shows that the packet delivery ratio in SpCDC scheme increases more than 10% compared with IEEE 802.11p in heavy vehicle load scenarios. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries, ORCID
Added: July 19, 2021

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