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

no code implementations • 22 Dec 2022 • Shakthi Weerasinghe, Arkady Zaslavsky, Seng W. Loke, Amin Abken, Alireza Hassani

This paper proposes a reinforcement learning based approach to adaptively cache context with the objective of minimizing the cost incurred by context management systems in responding to context queries.

Management reinforcement-learning +1

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

no code implementations • 21 Nov 2022 • Shakthi Weerasinghe, Arkady Zaslavsky, Seng W. Loke, Alireza Hassani, Amin Abken, Alexey Medvedev

This paper presents a critical survey of the state-of-the-art in adaptive data caching with the objective of developing a body of knowledge in cost- and performance-efficient adaptive caching strategies.

Management