ملف الباحث
Mohammad A. Salahuddin
ورقتان في مجموعة PaperMetrix
المنشورات
أوراق هذا المؤلف
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On optimizing replica migration in distributed cloud storage systems
2015
With the wide adoption of large-scale Internet services and big data, the cloud has become the ideal environment to satisfy the ever-growing storage demand, thanks to its seemingly limitless capacity, high availability and faster access …
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HERL: Tiered Federated Learning with Adaptive Homomorphic Encryption using Reinforcement Learning
2024 · arXiv (Cornell University)
Federated Learning is a well-researched approach for collaboratively training machine learning models across decentralized data while preserving privacy. However, integrating Homomorphic Encryption to ensure data confidentiality introduces significant computational and communication overheads, particularly in heterogeneous …