6 papers
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…
Optimizing Intra-Container Communication with Memory Protection Keys: A Novel Approach to Secure and Efficient Microservice Interaction
Fnu Yashu, Shubham Malhotra, Muhammad Saqib
In modern cloud-native applications, microservices are commonly deployed in containerized environments to ensure scalability and flexibility. However, inter-process communication (…
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…
Optimizing Spot Instance Reliability and Security Using Cloud-Native Data and Tools
Muhammad Saqib, Shubham Malhotra, Dipkumar Mehta +3
This paper represents "Cloudlab", a comprehensive, cloud - native laboratory designed to support network security research and training. Built on Google Cloud and adhering to GitOp…
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…
Self-Organizing Interaction Spaces: A Framework for Engineering Pervasive Applications in Mobile and Distributed Environments
Shubham Malhotra
The rapid adoption of pervasive and mobile computing has led to an unprecedented rate of data production and consumption by mobile applications at the network edge. These applicati…