Adaptive context caching for IoT-based applications: A reinforcement learning approach
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 …
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
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 …
context-aware Internet of Things applications developed worldwide. Research in context …
Adaptive Context Monitoring Framework for Enhancing Caching Efficiency in Context Management Platforms
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 …
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
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 …
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
Real-time applications increasingly rely on context information to provide relevant and
dependable features. Context queries require large-scale retrieval, inferencing, aggregation …
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
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 …
billions of IoT devices able to monitor a plethora of parameters in near real-time, inferring …
A Latency Aware and Dynamic Caching Model for Heterogeneous Datalake Environments
The heterogeneous and multi-structured data within datalakes environment stored at
distributed geographical locations raises the difficulty of user query processing. Caching is a …
distributed geographical locations raises the difficulty of user query processing. Caching is a …
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 …
information to make actions more relevant and dependable to the users and the Internet of …