Researcher profile

Asad Waqar Malik

2 papers in the PaperMetrix corpus

Publications

Papers by this author

MPJ Express Meets YARN: Towards Java HPC on Hadoop Systems

2015 · Procedia Computer Science

Many organizations—including academic, research, commercial institutions—have invested heavily in setting up High Performance Computing (HPC) facilities for running computational science applications. On the other hand, the Apache Hadoop software—after emerging in 2005— has become a …
DHFL: Decentralized Hierarchical Federated Learning With Dynamic Global Aggregation for Privacy-Aware Fog Computing

2025 · IEEE Transactions on Consumer Electronics

Federated Learning represents a promising paradigm for distributed machine learning while guaranteeing privacy. However, traditional FL frameworks face challenges like poor communication latencies, dependency on the availability of the centralized servers, and inefficient handling of …