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Shakthi Weerasinghe
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2020 – today
- 2024
- [j4]Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng W. Loke, Alexey Medvedev, Amin Abken, Alireza Hassani, Guang-Li Huang:
Reinforcement Learning Based Approaches to Adaptive Context Caching in Distributed Context Management Systems. ACM Trans. Internet Things 5(2): 12:1-12:32 (2024) - [c5]Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng W. Loke, Guang-Li Huang:
Proactive Context Caching Based on Situation Prediction for Real-Time Mobile IoT Applications. MDM 2024: 313-3158 - [c4]Shakthi Weerasinghe, Kanaka Sai Jagarlamudi, Arkady B. Zaslavsky, Seng W. Loke, Kevin Lee, Guang-Li Huang:
Improving the Usefulness of Context Information for IoT Applications: A Middleware-based Approach. PerCom Workshops 2024: 1-7 - [i4]Ashish Manchanda, Prem Prakash Jayaraman, Abhik Banerjee, Arkady B. Zaslavsky, Shakthi Weerasinghe, Guang-Li Huang:
A Hybrid Approach to Monitor Context Parameters for Optimising Caching for Context-Aware IoT Applications. CoRR abs/2407.00013 (2024) - 2023
- [j3]Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng W. Loke, Alexey Medvedev, Amin Abken, Alireza Hassani:
Context Caching for IoT-Based Applications: Opportunities and Challenges. IEEE Internet Things Mag. 6(4): 96-102 (2023) - [j2]Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng Wai Loke, Alireza Hassani, Alexey Medvedev, Amin Abken:
Adaptive Context Caching for IoT-Based Applications: A Reinforcement Learning Approach. Sensors 23(10): 4767 (2023) - [j1]Alexey Medvedev, Alireza Hassani, Gleb Belov, Shakthi Weerasinghe, Guang-Li Huang, Arkady B. Zaslavsky, Seng W. Loke, Prem Prakash Jayaraman:
Refresh Rate-Based Caching and Prefetching Strategies for Internet of Things Middleware. Sensors 23(21): 8779 (2023) - [c3]Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng W. Loke, Valeh Moghaddam, Christian Becker:
Towards World Wide Context Management: Architecting Distributed Contextual Intelligence Systems for Real-Time IoT Applications. MDM 2023: 340-345 - [c2]Shakthi Yasas Weerasinghe, Arkady B. Zaslavsky, Seng Wai Loke, Amin Abken, Alireza Hassani, Alexey Medvedev:
Adaptive Context Caching for Efficient Distributed Context Management Systems. SAC 2023: 1078-1087 - [i3]Shakthi Weerasinghe, Arkady B. Zaslavsky, Alireza Hassani, Seng W. Loke, Alexey Medvedev, Amin Abken:
Context Query Simulation for Smart Carparking Scenarios in the Melbourne CDB. CoRR abs/2302.07190 (2023) - 2022
- [c1]Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng W. Loke, Alexey Medvedev, Amin Abken:
Estimating the lifetime of transient context for adaptive caching in IoT applications. SAC 2022: 933-942 - [i2]Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng W. Loke, Alireza Hassani, Amin Abken, Alexey Medvedev:
From Traditional Adaptive Data Caching to Adaptive Context Caching: A Survey. CoRR abs/2211.11259 (2022) - [i1]Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng W. Loke, Amin Abken, Alireza Hassani:
Reinforcement Learning Based Approaches to Adaptive Context Caching in Distributed Context Management Systems. CoRR abs/2212.11709 (2022)
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