Search Results for author: Suraj Kumar

Found 3 papers, 1 papers with code

ARRQP: Anomaly Resilient Real-time QoS Prediction Framework with Graph Convolution

no code implementations22 Sep 2023 Suraj Kumar, Soumi Chattopadhyay

In this paper, we introduce a real-time QoS prediction framework (called ARRQP) with a specific emphasis on improving resilience to anomalies in the data.

TPMCF: Temporal QoS Prediction using Multi-Source Collaborative Features

no code implementations30 Mar 2023 Suraj Kumar, Soumi Chattopadhyay, Chandranath Adak

Even though some recent recurrent neural-network-based architectures can model temporal relationships among QoS data, prediction accuracy degrades due to the absence of other features (e. g., collaborative features) to comprehend the relationship among the user-service interactions.

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