3 papers
cs.CR2025
Adaptive Security Policy Management in Cloud Environments Using Reinforcement Learning
Muhammad Saqib, Dipkumar Mehta, Fnu Yashu +1
The security of cloud environments, such as Amazon Web Services (AWS), is complex and dynamic. Static security policies have become inadequate as threats evolve and cloud resources…
cs.DC2025
Deep Reinforcement Learning for Dynamic Resource Allocation in Wireless Networks
Shubham Malhotra, Fnu Yashu, Muhammad Saqib +3
This report investigates the application of deep reinforcement learning (DRL) algorithms for dynamic resource allocation in wireless communication systems. An environment that incl…
cs.DC2025
Evaluating Fault Tolerance and Scalability in Distributed File Systems: A Case Study of GFS, HDFS, and MinIO
Shubham Malhotra, Fnu Yashu, Muhammad Saqib +3
Distributed File Systems (DFS) are essential for managing vast datasets across multiple servers, offering benefits in scalability, fault tolerance, and data accessibility. This pap…