性别

男

职务

学术兼职

老师类型

教学科研型

所属中心

无线通信安全中心

职称

副研究员

承担课程

研究方向

数据安全、机器学习/联邦学习、5G/6G、网络经济学、算法设计

个人介绍

吴小虎，副研究员，硕士/博士生导师，博士毕业于法国巴黎国立高等电信学院（Telecom Paris），后者隶属于巴黎理工学院（Institut Polytechnqiue de Paris）。曾在加州大学伯克利分校、新加坡南洋理工大学、芬兰阿尔托大学等地做访问学者或者博士后研究。

承担课题

学术成果

作为第一作者，在多个不同领域的主要期刊/会议发表论文多篇，部分主要论著如下：

著作章节：

n Esa Hyytiä, Rhonda Righter, Olivier Bilenne, Xiaohu Wu. “Dispatching discrete-size jobs with multiple deadlines to parallel heterogeneous servers,” in Systems modeling: methodologies and tools, Antonio Puliafito & Kishor S. Trivedi Eds, Springer, EAI/Springer Innovations in Communications and Computing, 2019, Pages 29-46

期刊/会议：

1. Hao Cheng, Shufeng Kong, Yanchen Deng, Caihua Liu, Xiaohu Wu, Bo An, Chongjun Wang. “Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation.” Accepted by the 32nd International Joint Conference on Artificial Intelligence (IJCAI-2023), pages 1-8, 2023

2. Xiaohu Wu, Francesco De Pellegrini, Giuliano Casale. “Delay and Price Differentiation in Cloud Computing: A Service Model, Supporting Architectures, and Performance.” ACM Transactions on Modeling and Performance Evaluation of Computing Systems, pages 1-39, 2023, https://doi.org/10.1145/3592852

3. Xiaohu Wu, Patrick Loiseau. “Efficient Approximation Algorithms for Scheduling Moldable Tasks.” European Journal of Operational Research, Vol. 310, Issue 1, 2023, Pages 71-83.

4. Xiaohu Wu, Han Yu. “MarS-FL: Enabling Competitors to Collaborate in Federated Learning,” IEEE Transactions on Big Data, pages 1-11, 2022, doi: 10.1109/TBDATA.2022.3186991

5. Xuezhi Wang, Guanyu Gao,Xiaohu Wu, Yan Lyu, Weiwei Wu. “Dynamic DNN model selection and inference off loading for video analytics with edge-cloud collaboration,” In Proceedings of the 32nd Workshop on Network and Operating Systems Support for Digital Audio and Video (ACM NOSSDAV-2023), pages 64-70, ACM, 2022.

6. Xiaohu Wu, Patrick Loiseau, Esa Hyytiä. “Towards Designing Cost-Optimal Policies to Utilize IaaS Clouds with Online Learning.” IEEE Transactions on Parallel and Distributed Systems, vol. 31, no. 3, pp. 501-514, March 2020

7. Xiaohu Wu, Francesco De Pellegrini, Guanyu Gao, Giuliano Casale. “A Framework for Allocating Server Time between On-demand and Spot Services in Cloud Computing.” ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 4, 4, Article 20 (December 2019), 31 pages.

8. Xiaohu Wu, Patrick Loiseau. “Algorithms for Scheduling Deadline-Sensitive Malleable Tasks.” In Proceedings of the 53rd IEEE Annual Allerton Conference on Communication, Control, and Computing, pp. 530-537, UrbanaChampaign, Illinois, IL, USA, 2015.

9. Xiaohu Wu, Yinlong Xu, Chau Yuen, Liping Xiang. “A Tag Encoding Scheme against Pollution Attack to Linear Network Coding.” IEEE Transactions on Parallel and Distributed Systems, 25, no. 1 (2014): 33-42.