Výsledky vyhledávání - "Gutiérrez, Eladio"

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Accelerating Time Series Analysis via Processing using Non-Volatile Memories

Autor: Fernandez, Ivan, Giannoula, Christina, Manglik, Aditya, Quislant, Ricardo, Ghiasi, Nika Mansouri, Gómez-Luna, Juan, Gutierrez, Eladio, Plata, Oscar, Mutlu, Onur

Publikováno v: IEEE Access, vol. 12, pp. 36727-36742, 2024

Time Series Analysis (TSA) is a critical workload to extract valuable information from collections of sequential data, e.g., detecting anomalies in electrocardiograms. Subsequence Dynamic Time Warping (sDTW) is the state-of-the-art algorithm for high

Externí odkaz: http://arxiv.org/abs/2211.04369

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Exploiting Near-Data Processing to Accelerate Time Series Analysis

Autor: Fernandez, Ivan, Quislant, Ricardo, Giannoula, Christina, Alser, Mohammed, Gómez-Luna, Juan, Gutiérrez, Eladio, Plata, Oscar, Mutlu, Onur

Time series analysis is a key technique for extracting and predicting events in domains as diverse as epidemiology, genomics, neuroscience, environmental sciences, economics, and more. Matrix profile, the state-of-the-art algorithm to perform time se

Externí odkaz: http://arxiv.org/abs/2206.00938

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