Junming Ma

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Parameter Tuning

Data Processing

Top Venues

ICDCS Workshops

Publications

Haoqi Wu, Wenjing Fang, Yancheng Zheng, Junming Ma, Jin Tan, Yinggui Wang, Lei Wang
Ditto: Quantization-aware Secure Inference of Transformers upon MPC. CoRR (2024)
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 Annual Technical Conference (2023)
Yan Li, Junming Ma, Donggang Cao, Hong Mei
Sectum: Accurate Latency Prediction for TEE-hosted Deep Learning Inference. ICDCS (2022)
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 (2020)
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)
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 (2020)
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)
Junming Ma, Yan Li, Xiangqun Chen, Donggang Cao
PrTaurus: An Availability-Enhanced EMR Service on Preemptible Cloud Instances. ICWS (2020)
Bo An, Yan Li, Junming Ma, Gang Huang, Xiangqun Chen, Donggang Cao
DCStore: A Deduplication-Based Cloud-of-Clouds Storage Service. ICWS (2019)
Jialun Shao, Junming Ma, Yan Li, Bo An, Donggang Cao
GPU Scheduling for Short Tasks in Private Cloud. SOSE (2019)
Yan Li, Bo An, Junming Ma, Donggang Cao
Comparison between Chunk-Based and Layer-Based Container Image Storage Approaches: an Empirical Study. SOSE (2019)
Junming Ma, Bo An, Donggang Cao, Xiangqun Chen
Comparing Container-Based Microservices and Workspace as a Service: Which One to Choose? SOSE (2018)
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) (2018)
Yao Guo, Junming Ma, Wenjun Wu, Xiangqun Chen
Inferring UI States of Mobile Applications Through Power Side Channel Exploitation. SecureComm (1) (2018)
Yan Li, Junming Ma, Bo An, Donggang Cao
BDViewer - A Web-Based Big Data Processing and Visualization Tool. COMPSAC (1) (2018)
Junming Ma, Bo An, Xiangqun Chen, Donggang Cao
DistGear: A Lightweight Event-Driven Framework for Developing Distributed Applications. COMPSAC (1) (2018)
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) (2018)
Ruisong Ye, Junming Ma
Cryptanalysis of an Enhanced Sub-image Encryption Method. ICMIP (2018)
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)
Yujian Zhu, Junming Ma, Bo An, Donggang Cao
Monitoring and Billing of A Lightweight Cloud System Based on Linux Container. ICDCS Workshops (2017)
Bo An, Junming Ma, Donggang Cao, Gang Huang
Towards Efficient Resource Management in Virtual Clouds. ICDCS Workshops (2017)