Junming Ma

According to our database, Junming Ma authored at least 22 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

SecretFlow-SCQL: A Secure Collaborative Query pLatform.

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

Proc. VLDB Endow., August, 2024

Ditto: Quantization-aware Secure Inference of Transformers upon MPC.

Haoqi Wu, Wenjing Fang, Yancheng Zheng, Junming Ma, Jin Tan, Yinggui Wang, Lei Wang

CoRR, 2024

Ditto: Quantization-aware Secure Inference of Transformers upon MPC.

Haoqi Wu, Wenjing Fang, Yancheng Zheng, Junming Ma, Jin Tan, Lei Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

SecretFlow-SPU: A Performant and User-Friendly Framework for Privacy-Preserving Machine Learning.

Junming Ma, Yancheng Zheng, Jun Feng, Derun Zhao, Haoqi Wu, Wenjing Fang, Jin Tan, Chaofan Yu, Benyu Zhang, Lei Wang

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

2022

Sectum: Accurate Latency Prediction for TEE-hosted Deep Learning Inference.

Yan Li, Junming Ma, Donggang Cao, Hong Mei

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

2020

S3ML: A Secure Serving System for Machine Learning Inference.

Junming Ma, Chaofan Yu, Aihui Zhou, Bingzhe Wu, Xibin Wu, Xingyu Chen, Xiangqun Chen, Lei Wang, Donggang Cao

CoRR, 2020

Structure tuning method on deep convolutional generative adversarial network with nondominated sorting genetic algorithm II.

Lei Du, Zhihua Cui, Lifang Wang, Junming Ma

Concurr. Comput. Pract. Exp., 2020

PrTaurus: An Availability-Enhanced EMR Service on Preemptible Cloud Instances.

Junming Ma, Yan Li, Xiangqun Chen, Donggang Cao

Proceedings of the 2020 IEEE International Conference on Web Services, 2020

SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud.

Yan Li, Bo An, Junming Ma, Donggang Cao, Yasha Wang, Hong Mei

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2019

GPU Scheduling for Short Tasks in Private Cloud.

Jialun Shao, Junming Ma, Yan Li, Bo An, Donggang Cao

Proceedings of the 13th IEEE International Conference on Service-Oriented System Engineering, 2019

Comparison between Chunk-Based and Layer-Based Container Image Storage Approaches: an Empirical Study.

Yan Li, Bo An, Junming Ma, Donggang Cao

Proceedings of the 13th IEEE International Conference on Service-Oriented System Engineering, 2019

DCStore: A Deduplication-Based Cloud-of-Clouds Storage Service.

Bo An, Yan Li, Junming Ma, Gang Huang, Xiangqun Chen, Donggang Cao

Proceedings of the 2019 IEEE International Conference on Web Services, 2019

2018

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).

Yujian Zhu, Junming Ma, Bo An, Donggang Cao

计算机科学, 2018

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).

Yan Li, Junming Ma, Bo An, Donggang Cao

计算机科学, 2018

A Case of Automatically Deploying and Scaling Out Distributed Systems on the Cloud from Scratch.

Yehong Zhong, Junming Ma, Bo An, Donggang Cao

Proceedings of the IEEE Symposium on Service-Oriented System Engineering, 2018

Comparing Container-Based Microservices and Workspace as a Service: Which One to Choose?

Junming Ma, Bo An, Donggang Cao, Xiangqun Chen

Proceedings of the IEEE Symposium on Service-Oriented System Engineering, 2018

Inferring UI States of Mobile Applications Through Power Side Channel Exploitation.

Yao Guo, Junming Ma, Wenjun Wu, Xiangqun Chen

Proceedings of the Security and Privacy in Communication Networks, 2018

Cryptanalysis of an Enhanced Sub-image Encryption Method.

Ruisong Ye, Junming Ma

Proceedings of the 3rd International Conference on Multimedia and Image Processing, 2018

DistGear: A Lightweight Event-Driven Framework for Developing Distributed Applications.

Junming Ma, Bo An, Xiangqun Chen, Donggang Cao

Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

BDViewer - A Web-Based Big Data Processing and Visualization Tool.

Yan Li, Junming Ma, Bo An, Donggang Cao

Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

2017

Monitoring and Billing of A Lightweight Cloud System Based on Linux Container.

Yujian Zhu, Junming Ma, Bo An, Donggang Cao

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems Workshops, 2017

Towards Efficient Resource Management in Virtual Clouds.

Bo An, Junming Ma, Donggang Cao, Gang Huang

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems Workshops, 2017