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Chapter and Conference Paper
Efficient Proactive Resource Allocation for Multi-stage Cloud-Native Microservices
Microservices deployment in the cloud often faces a prevalent challenge: how to maximize resource utilization while maintaining high quality-of-service (QoS). Existing automatic scaling tools frequently exhibi...
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Chapter and Conference Paper
Smart DAG Task Scheduling Based on MCTS Method of Multi-strategy Learning
In distributed heterogeneous computing systems, efficient algorithms are crucial for improving system performance. We know that the task scheduling problem based on Directed Acyclic Graph (DAG) has been proven...
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Chapter and Conference Paper
PEDTrans: A Fine-Grained Visual Classification Model for Self-attention Patch Enhancement and Dropout
Fine-grained visual classification (FGVC) is an essential and challenging classification task in computer visual classification, aiming to identify different cars and birds. Recently, most studies use a convol...
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Chapter and Conference Paper
Where to Meet a Driver Privately: Recommending Pick-Up Locations for Ride-Hailing Services
Ride-Hailing Service (RHS) has motivated the rise of innovative transportation services. It enables riders to hail a cab or private vehicle at the roadside by sending a ride request to the Ride-Hailing Service...