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cs.LG2025
SHARP-QoS: Sparsely-gated Hierarchical Adaptive Routing for Joint Prediction of QoS
Suraj Kumar, Arvind Kumar, Soumi Chattopadhyay
Dependable service-oriented computing relies on multiple Quality-of-Service (QoS) parameters to assess service performance. However, real-world QoS data are often sparse, noisy, an…
cs.LG2024★ 2 cited
Anomaly Resilient Temporal QoS Prediction using Hypergraph Convoluted Transformer Network
Suraj Kumar, Soumi Chattopadhyay, Chandranath Adak
Quality-of-Service (QoS) prediction is a critical task in the service lifecycle, enabling precise and adaptive service recommendations by anticipating performance variations over t…