SDTP: Accelerating Wide-Area Data Analytics with Simultaneous Data Transfer and Processing
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Cloud Computing"
DOI: 10.1109/tcc.2021.3119991
Abstract: For the efficient analysis of geo-distributed datasets, cloud providers implement data-parallel jobs across geo-distributed sites (e.g., datacenters and edge clusters), which are generally interconnected by wide-area network links. However, current state-of-the-art geo-distributed data analytic methods… read more here.
Keywords: simultaneous data; sdtp; area; wide area ... See more keywords
Hierarchical Temporal Memory-Based One-Pass Learning for Real-Time Anomaly Detection and Simultaneous Data Prediction in Smart Grids
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Dependable and Secure Computing"
DOI: 10.1109/tdsc.2020.3037054
Abstract: A neuro-cognitive inspired architecture based on the Hierarchical Temporal Memory (HTM) is proposed for anomaly detection and simultaneous data prediction in real-time for smart grid $\mu$μPMU data. The key technical idea is that the HTM… read more here.
Keywords: detection simultaneous; simultaneous data; prediction; data prediction ... See more keywords
Optimal cluster head selection and rotation of cognitive wireless sensor networks for simultaneous data gathering and long life system
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Distributed Sensor Networks"
DOI: 10.1177/1550147717747859
Abstract: Simultaneous data gathering is an application that exploits the unique advantages of wireless sensor networks. Because many sensor nodes access a channel, co-channel interference limits the number of nodes who can access it. To suppress… read more here.
Keywords: simultaneous data; system; data gathering; sensor networks ... See more keywords