Please use this identifier to cite or link to this item: http://hdl.handle.net/10362/125816
Title: It's about THYME
Author: Silva, João A.
Cerqueira, Filipe
Paulino, Hervé
Lourenço, João M.
Leitão, João
Preguiça, Nuno
Keywords: Distributed storage
Edge computing
Mobile devices
Publish/subscribe
Wireless networks
Software
Hardware and Architecture
Computer Networks and Communications
SDG 7 - Affordable and Clean Energy
Issue Date: May-2021
Citation: Silva, J. A., Cerqueira, F., Paulino, H., Lourenço, J. M., Leitão, J., & Preguiça, N. (2021). It's about THYME: On the design and implementation of a time-aware reactive storage system for pervasive edge computing environments. Future Generation Computer Systems - The International Journal of Grid Computing and eScience, 118, 14-36. https://doi.org/10.1016/j.future.2020.12.008
Abstract: Nowadays, smart mobile devices generate huge amounts of data in all sorts of gatherings. Much of that data has localized and ephemeral interest, but can be of great use if shared among co-located devices. However, mobile devices often experience poor connectivity, leading to availability issues if application storage and logic are fully delegated to a remote cloud infrastructure. In turn, the edge computing paradigm pushes computations and storage beyond the data center, closer to end-user devices where data is generated and consumed, enabling the execution of certain components of edge-enabled systems directly and cooperatively on edge devices. In this article, we address the challenge of supporting reliable and efficient data storage and dissemination among co-located wireless mobile devices without resorting to centralized services or network infrastructures. We propose THYME, a novel time-aware reactive data storage system for pervasive edge computing environments, that exploits synergies between the storage substrate and the publish/subscribe paradigm. We present the design of THYME and elaborate a three-fold evaluation, through an analytical study, and both simulation and real world experimentations, characterizing the scenarios best suited for its use. The evaluation shows that THYME allows the notification and retrieval of relevant data with low overhead and latency, and also with low energy consumption, proving to be a practical solution in a variety of situations.
Peer review: yes
URI: http://hdl.handle.net/10362/125816
DOI: https://doi.org/10.1016/j.future.2020.12.008
ISSN: 0167-739X
Appears in Collections:FCT: DI - Artigos em revista internacional com arbitragem científica



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