Aug 2026
MultiSecDFL: Multi-Metric Filtering-Based Secure Aggregation Method for Decentralized Federated Learning
Sisi Zhou, Yuxiang Chen, Wei Liang et al.
· IEEE transactions on consume... · 1 citation
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Preprint
Jul 2026
Agentic Service-Oriented Computing: A Manifesto for the Next Frontier of Service-Oriented Computing
It is argued that the Services Computing community is especially well positioned to provide the conceptual and engineering spine for this emerging field, transforming agentic AI from fragmented demonstrations into dependable, service-based systems worthy of human and organisational trust.
Amin Beheshti, Rong N. Chang, B. Benatallah et al.
· 0 citations
Preprint
Aug 2026
ElastiCo: Elastic Configuration and Interference-Aware Orchestration for GPU Clusters
ElastiCo is presented, an elastic co-location framework that enables training and inference workloads to safely share GPUs through three integrated mechanisms that decomposes the resulting multi-resource allocation problem into per-job configuration selection subproblems via dynamic per-resource shadow prices.
Jinghao Wang, Yihang Zhou, Xiaoyang Sun et al.
· 0 citations