13 citations · 16 across the 5 of their papers we have counts for
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cs.DC2024
StraightLine: An End-to-End Resource-Aware Scheduler for Machine Learning Application Requests
Cheng-Wei Ching, Boyuan Guan, Hailu Xu +1
The life cycle of machine learning (ML) applications consists of two stages: model development and model deployment. However, traditional ML systems (e.g., training-specific or inf…
cs.DB2024★ 13 cited
AgileDART: An Agile and Scalable Edge Stream Processing Engine
Cheng-Wei Ching, Xin Chen, Chaeeun Kim +4
Edge applications generate a large influx of sensor data on massive scales, and these massive data streams must be processed shortly to derive actionable intelligence. However, tra…
cs.DC2024★ 3 cited
Decaffe: DHT Tree-Based Online Federated Fake News Detection
Cheng-Wei Ching, Liting Hu
The proliferation of mobile social networks (MSNs) has transformed information dissemination, leading to increased reliance on these platforms for news consumption. However, this s…