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 …

Requirements, limitations and recommendations for enabling end-to-end quality of context-awareness in IoT middleware

KS Jagarlamudi, A Zaslavsky, SW Loke, A Hassani… - Sensors, 2022 - mdpi.com
Satisfying a context consumer's quality of context (QoC) requirements is important to context
management platforms (CMPs) in order to have credibility. QoC indicates the contextual …

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 …

Caasset: A framework for model-driven development of context as a service

H Moradi, B Zamani, K Zamanifar - Future Generation Computer Systems, 2020 - Elsevier
Developing a stand-alone context-aware application is costly and time-consuming due to
the diversity and complexity of the requirements. Context-as-a-Service (CaaS) seeks to …

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 …

Efficient execution of complex context queries to enable near real-time smart IoT applications

A Hassani, A Medvedev, A Zaslavsky, P Delir Haghighi… - Sensors, 2019 - mdpi.com
As the Internet of Things (IoT) is evolving at a fast pace, the need for contextual intelligence
has become more crucial for delivering IoT intelligence, efficiency, effectiveness …

Performance and Cost Driven Data Storage and Processing for IoT Context Management Platforms

A Medvedev - 2020 - bridges.monash.edu
In this dissertation, we address the challenges of building a context storage management
system (CSMS) as a core component of the Context as a Service (CoaaS) platform. The …

Probabilistic analysis of context caching in Internet of Things applications

HS Khargharia, PP Jayaraman… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Context caching plays an increasingly important role in delivering near real-time responses
for context-aware distributed Internet of Things (IoT) applications, services and systems. A …

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 …