Context caching for IoT-based applications: Opportunities and challenges

S Weerasinghe, A Zaslavsky, SW Loke… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) is growing at a rapid pace. Applications using IoT technologies
have transformed many activities to be digitized enabling more productivity, economy, and …

Adaptive context caching for IoT-based applications: A reinforcement learning approach

S Weerasinghe, A Zaslavsky, SW Loke, A Hassani… - Sensors, 2023 - mdpi.com
Making internet-of-things (IoT)-based applications context-aware demands large amounts of
raw data to be collected, interpreted, stored, and reused or repurposed if needed from many …

A Hybrid Approach to Monitor Context Parameters for Optimising Caching for Context-Aware IoT Applications

A Manchanda, PP Jayaraman, A Banerjee… - … Conference on Mobile …, 2023 - Springer
Abstract Internet of Things (IoT) has seen a prolific rise in recent times and provides the
ability to solve several key challenges faced by our societies and environment. Data …

Optimizing Context Caching Using a Novel Hybrid Strategy for Dynamically Monitoring Access Probability

A Manchanda, PP Jayaraman… - 2024 IEEE 17th …, 2024 - ieeexplore.ieee.org
The Internet of Things (loT) ecosystem is rapidly evolving, offering unprecedented
opportunities to address complex challenges in various sectors, including mobile services …

Refresh Rate-Based Caching and Prefetching Strategies for Internet of Things Middleware

A Medvedev, A Hassani, G Belov, S Weerasinghe… - Sensors, 2023 - mdpi.com
One of the research directions in Internet of Things (IoT) is the field of Context Management
Platforms (CMPs) which is a specific type of IoT middleware. CMPs provide horizontal …

Adaptive Context Monitoring Framework for Enhancing Caching Efficiency in Context Management Platforms

A Manchanda, PP Jayaraman, A Banerjee… - IEEE …, 2024 - ieeexplore.ieee.org
As the Internet of Things (IoT) continues to expand, the volume of data generated by IoT
devices and the demand for IoT applications is increasing exponentially. These applications …

Reinforcement Learning Based Approaches to Adaptive Context Caching in Distributed Context Management Systems

S Weerasinghe, A Zaslavsky, SW Loke… - ACM Transactions on …, 2024 - dl.acm.org
Real-time applications increasingly rely on context information to provide relevant and
dependable features. Context queries require large-scale retrieval, inferencing, aggregation …

Towards World Wide Context Management: Architecting Distributed Contextual Intelligence Systems for Real-Time IoT Applications

S Weerasinghe, A Zaslavsky, SW Loke… - 2023 24th IEEE …, 2023 - ieeexplore.ieee.org
Context-awareness is becoming more relevant for smarter modern-day applications. With
billions of IoT devices able to monitor a plethora of parameters in near real-time, inferring …

Improving the Usefulness of Context Information for IoT Applications: A Middleware-based Approach

S Weerasinghe, KS Jagarlamudi… - … and other Affiliated …, 2024 - ieeexplore.ieee.org
Smarter pervasive and ubiquitous applications are on the rise. They leverage contextual
information to make actions more relevant and dependable to the users and the Internet of …

Decentralized File Storage System

K Tiwari, N Dhanda, R Verma - 2024 15th International …, 2024 - ieeexplore.ieee.org
The need for safe, scalable, and effective cloud storage solutions has increased in a time
when digital information is essential to society. Let us introduce you to Google Drive, a …