Comparative Analysis of Popularity aware Caching Strategies in Wireless-based NDN based IoT Environment

Y Meng, AB Ahmad, MA Naeem - IEEE Access, 2024 - ieeexplore.ieee.org
The fundamental objective of the Internet of Things (IoT) and Named Data Networking
(NDN) architectures is to facilitate the provision of communication services. The existing …

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 …

From Traditional Adaptive Data Caching to Adaptive Context Caching: A Survey

S Weerasinghe, A Zaslavsky, SW Loke… - arXiv preprint arXiv …, 2022 - arxiv.org
Context information is in demand more than ever with the rapid increase in the number of
context-aware Internet of Things applications developed worldwide. Research in context …

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 …

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 …

Proactive Context Caching Based on Situation Prediction for Real-Time Mobile IoT Applications

S Weerasinghe, A Zaslavsky, SW Loke… - 2024 25th IEEE …, 2024 - ieeexplore.ieee.org
Predicting situations in real-time applications is non-trivial. Fusing and incorporating the
plethora of heterogeneous context information from many sources in the ecosystem that a …

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 …

Tackling Network Challenges in Context Aware Environments: Lightweight Context Management Architecture

S Christmas, R Davidson… - 2023 24th IEEE …, 2023 - ieeexplore.ieee.org
Resilience in context-aware applications is especially important within challenged network
and physical environments. This paper discusses the current methods for maintaining …