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Journal Articles
- 2024
[j4]Wenjing Fang, Shunde Cao, Guojin Hua, Junming Ma, Yongqiang Yu, Qunshan Huang, Jun Feng, Jin Tan, Xiaopeng Zan, Pu Duan, Yang Yang, Li Wang, Ke Zhang, Lei Wang:
SecretFlow-SCQL: A Secure Collaborative Query pLatform. Proc. VLDB Endow. 17(12): 3987-4000 (2024)- 2020
- [j3]Lei Du
, Zhihua Cui, Lifang Wang, Junming Ma:
Structure tuning method on deep convolutional generative adversarial network with nondominated sorting genetic algorithm II. Concurr. Comput. Pract. Exp. 32(14) (2020) - 2018
- [j2]Yujian Zhu, Junming Ma, Bo An, Donggang Cao:
一种面向多租户的Linux容器集群组网方法 (Linux Container Cluster Networking Approach for Multiple Tenants). 计算机科学 45(9): 46-51 (2018) - [j1]Yan Li, Junming Ma, Bo An, Donggang Cao:
一个基于Web的轻量级大数据处理与可视化工具 (Web Based Lightweight Tool for Big Data Processing and Visualization). 计算机科学 45(9): 60-64 (2018)
Conference and Workshop Papers
- 2024
- [c16]Haoqi Wu, Wenjing Fang, Yancheng Zheng, Junming Ma, Jin Tan, Lei Wang:
Ditto: Quantization-aware Secure Inference of Transformers upon MPC. ICML 2024 - 2023
- [c15]Junming Ma, Yancheng Zheng, Jun Feng, Derun Zhao, Haoqi Wu, Wenjing Fang, Jin Tan, Chaofan Yu, Benyu Zhang, Lei Wang:
SecretFlow-SPU: A Performant and User-Friendly Framework for Privacy-Preserving Machine Learning. USENIX ATC 2023: 17-33 - 2022
- [c14]Yan Li, Junming Ma, Donggang Cao, Hong Mei:
Sectum: Accurate Latency Prediction for TEE-hosted Deep Learning Inference. ICDCS 2022: 906-916 - 2020
- [c13]Yan Li, Bo An, Junming Ma, Donggang Cao, Yasha Wang, Hong Mei:
SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud. ICDCS 2020: 45-55 - [c12]Junming Ma, Yan Li, Xiangqun Chen, Donggang Cao:
PrTaurus: An Availability-Enhanced EMR Service on Preemptible Cloud Instances. ICWS 2020: 508-515 - 2019
- [c11]Bo An, Yan Li, Junming Ma, Gang Huang, Xiangqun Chen, Donggang Cao:
DCStore: A Deduplication-Based Cloud-of-Clouds Storage Service. ICWS 2019: 291-295 - [c10]Yan Li, Bo An, Junming Ma, Donggang Cao:
Comparison between Chunk-Based and Layer-Based Container Image Storage Approaches: an Empirical Study. SOSE 2019 - [c9]Jialun Shao, Junming Ma, Yan Li, Bo An, Donggang Cao:
GPU Scheduling for Short Tasks in Private Cloud. SOSE 2019 - 2018
- [c8]Junming Ma, Bo An, Xiangqun Chen, Donggang Cao:
DistGear: A Lightweight Event-Driven Framework for Developing Distributed Applications. COMPSAC (1) 2018: 106-115 - [c7]Yan Li, Junming Ma, Bo An, Donggang Cao:
BDViewer - A Web-Based Big Data Processing and Visualization Tool. COMPSAC (1) 2018: 522-527 - [c6]Ruisong Ye, Junming Ma:
Cryptanalysis of an Enhanced Sub-image Encryption Method. ICMIP 2018: 57-61 - [c5]Yao Guo, Junming Ma, Wenjun Wu, Xiangqun Chen:
Inferring UI States of Mobile Applications Through Power Side Channel Exploitation. SecureComm (1) 2018: 210-226 - [c4]Yehong Zhong, Junming Ma, Bo An, Donggang Cao:
A Case of Automatically Deploying and Scaling Out Distributed Systems on the Cloud from Scratch. SOSE 2018: 234-239 - [c3]Junming Ma, Bo An, Donggang Cao, Xiangqun Chen:
Comparing Container-Based Microservices and Workspace as a Service: Which One to Choose? SOSE 2018: 240-245 - 2017
- [c2]Bo An, Junming Ma, Donggang Cao, Gang Huang:
Towards Efficient Resource Management in Virtual Clouds. ICDCS Workshops 2017: 320-324 - [c1]Yujian Zhu, Junming Ma, Bo An, Donggang Cao:
Monitoring and Billing of A Lightweight Cloud System Based on Linux Container. ICDCS Workshops 2017: 325-329
Informal and Other Publications
- 2024
- [i3]Haoqi Wu, Wenjing Fang, Yancheng Zheng, Junming Ma, Jin Tan, Yinggui Wang, Lei Wang:
Ditto: Quantization-aware Secure Inference of Transformers upon MPC. CoRR abs/2405.05525 (2024) - 2020
- [i2]Junming Ma, Chaofan Yu, Aihui Zhou, Bingzhe Wu, Xibin Wu, Xingyu Chen, Xiangqun Chen, Lei Wang, Donggang Cao:
S3ML: A Secure Serving System for Machine Learning Inference. CoRR abs/2010.06212 (2020) - [i1]Yan Li, Bo An, Junming Ma, Donggang Cao, Yasha Wang, Hong Mei:
SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud. CoRR abs/2012.03576 (2020)
Coauthor Index
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