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Author

Prashant Kumar Shukla

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Open access Sep 2026

Enhancing Cybersecurity in Smart High-Performance Computing Systems Using Graph-Temporal Deep Learning and Hybrid Optimization

High-Performance Computing (HPC) systems have become integral to scientific discovery and Artificial Intelligence (AI), yet their complex, distributed architectures expose them to sophisticated cyber threats capable of disrupting large-scale computational workflows. Traditional intrusion detection systems (IDS) lack th...

Majid Altuwairiqi, Prashant Kumar Shukla, Suchi Mishra et al. · 0 citations
#federated learning Open access Oct 2026

Adaptive and Fault-Tolerant Scheduling Framework for Scalable and High-Performance Distributed Systems with Dynamic and Heterogeneous Workloads

High-performance distributed systems (HPDS) are increasingly challenged by dynamic workloads, heterogeneous resources, and susceptibility to faults, which degrade scheduling efficiency and resilience. Traditional heuristic and learning-based scheduling approaches, on the other hand, tend to be poorly adaptable and ha...

Kai-Lin Yang, Muhammad Faheem, Khalid K. Almuzaini et al. · 0 citations

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