Cheng-Wei Ching

According to our database, Cheng-Wei Ching authored at least 12 papers between 2020 and 2024.

Collaborative distances:

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

2024

AgileDART: An Agile and Scalable Edge Stream Processing Engine.

Liting Hu, Cheng-Wei Ching

CoRR, 2024

Totoro: A Scalable Federated Learning Engine for the Edge.

Cheng-Wei Ching, Xin Chen, Taehwan Kim, Bo Ji, Qingyang Wang, Dilma Da Silva, Liting Hu

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

Decaffe: DHT Tree-Based Online Federated Fake News Detection.

Cheng-Wei Ching, Liting Hu

Proceedings of the 2024 8th International Conference on Control Engineering and Artificial Intelligence, 2024

StraightLine: An End-to-End Resource-Aware Scheduler for Machine Learning Application Requests.

Cheng-Wei Ching, Boyuan Guan, Hailu Xu, Liting Hu

Proceedings of the 3rd International Conference on Artificial Intelligence, 2024

2023

Dual-Objective Personalized Federated Service System With Partially-Labeled Data Over Wireless Networks.

Cheng-Wei Ching, Jia-Ming Chang, Jian-Jhih Kuo, Chih-Yu Wang

IEEE Trans. Serv. Comput., 2023

OrcoDCS: An IoT-Edge Orchestrated Online Deep Compressed Sensing Framework.

Cheng-Wei Ching, Chirag Gupta, Zi Huang, Liting Hu

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

2021

Energy-Efficient Topology Construction via Power Allocation for Decentralized Learning via Smart Devices With Edge Computing.

Jian-Jhih Kuo, Cheng-Wei Ching, Hung-Sheng Huang, Yu-Chun Liu

IEEE Trans. Green Commun. Netw., 2021

Efficient Communication Topology via Partially Differential Privacy for Decentralized Learning.

Cheng-Wei Ching, Hung-Sheng Huang, Chun-An Yang, Yu-Chun Liu, Jian-Jhih Kuo

Proceedings of the 30th International Conference on Computer Communications and Networks, 2021

Efficient Online Decentralized Learning Framework for Social Internet of Things.

Cheng-Wei Ching, Hung-Sheng Huang, Chun-An Yang, Jian-Jhih Kuo, Ren-Hung Hwang

Proceedings of the IEEE Global Communications Conference, 2021

2020

Optimal Device Selection for Federated Learning over Mobile Edge Networks.

Cheng-Wei Ching, Yu-Chun Liu, Chung-Kai Yang, Jian-Jhih Kuo, Feng-Ting Su

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

Energy-Efficient Link Selection for Decentralized Learning via Smart Devices with Edge Computing.

Cheng-Wei Ching, Chung-Kai Yang, Yu-Chun Liu, Chia-Wei Hsu, Jian-Jhih Kuo, Hung-Sheng Huang, Jen-Feng Lee

Proceedings of the IEEE Global Communications Conference, 2020

Model Partition Defense against GAN Attacks on Collaborative Learning via Mobile Edge Computing.

Cheng-Wei Ching, Tzu-Cheng Lin, Kung-Hao Chang, Chih-Chiung Yao, Jian-Jhih Kuo

Proceedings of the IEEE Global Communications Conference, 2020