GLEAN: Generalized-Deduplication-Enabled Approximate Edge Analytics
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3166455
Abstract: The Internet of Things (IoT) has brought about exponential growth in sensor data. This has led to increasing demands for efficient and novel data transmission, storage, and analytics solutions for sustainable IoT ecosystems. It has… read more here.
Keywords: inline formula; generalized deduplication; edge analytics; tex math ... See more keywords
SEA-LEAP: Self-Adaptive and Locality-Aware Edge Analytics Placement
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2021.3104458
Abstract: Near real-time edge analytics requires dealing with the rapidly growing amount of data, limited resources, and high failure probabilities of edge nodes. Therefore, data replication is of vital importance to meet SLOs such as service… read more here.
Keywords: analytics placement; edge analytics; locality; sea leap ... See more keywords
Synthetic time series data generation for edge analytics
Sign Up to like & getrecommendations! Published in 2022 at "F1000Research"
DOI: 10.12688/f1000research.72984.1
Abstract: Background: Internet of Things (IoT) edge analytics enables data computation and storage to be available adjacent to the source of data generation at the IoT system. This method improves sensor data handling and speeds up… read more here.
Keywords: edge analytics; data generation; model; dataset ... See more keywords