Published: 2024-12-01

Articles

When Faster GPUs Do Not Help: An Empirical Study of Edge Video Analytics Abstract

Jonathan Reilly (Author)
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Reinforcement Learning-Based Elastic Scaling Policy Optimization for Microservices

Xuexian Li, Zichen Song (Author)
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Adaptive Scheduling for Multi-Model Collaborative Distributed Inference under Resource Heterogeneity and Dynamic Workloads

Sijia Li (Author)
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Enhancing Trustworthiness of Retrieval-Augmented Large Language Models via Confidence Calibration and Selective Rejection

Yihan Xue (Author)
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System-Level Performance Analysis and Optimization for Cross-Platform Execution Environments

Christopher Vaughn, Patrick Foley (Author)
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Policy-Aware Enterprise Risk Assessment through LLM-Based Cross-Source Representation and Reasoning

Yixuan Lu (Author)
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A Container-Based Management Platform for Large-Scale Power Grid IoT Maintenance

Ben O’Shea (Author)
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Learning Collaborative and Robust Scheduling Policies for Microservice Backends under Uncertainty

Jiarong Qiu (Author)
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Resilient Trust Aggregation against Bursty and Coordinated Manipulation

Bradley Newcomb, Chen Cheng, Kyle Morrison (Author)
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Intelligent Decision-Making for Advertising Recommendation via Data Mining and Graph Neural Networks

Zichen Pan (Author)
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A Study on Robust Monitoring Methods for Backend Systems Using Structure-Aware Feature Learning

Kyungho Kim, Amir Shlomo (Author)
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