ISBN: 9789811577482 - Large-scale Disk Failure Prediction: Pakdd 2020 Competition and Workshop, Ai Ops 2020, February 7 – May 15, 2020, Revised Selected Papers: 1261 ... in Computer and Information Science, 1261) (22 results)
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Published by Springer Verlag, Singapore, Singapore, 2020
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Paperback. Condition: new. Paperback. This book constitutes the thoroughly refereed post-competition proceedings of the AI Ops Competition on Large-Scale Disk Failure Prediction, conducted between February 7th and May 15, 2020 on the Alibaba Cloud Tianchi Platform. A dedicated workshop, featuring the best performing teams of the competition, was held at the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, in Singapore, in April 2019. Due to the COVID-19 pandemic, the workshop was hosted online.This book includes 13 selected contributions: an introduction to dataset, selected approaches of the competing teams and the competition summary, describing the competition task, practical challenges, evaluation metrics, etc. This book constitutes the thoroughly refereed post-competition proceedings of the AI Ops Competition on Large-Scale Disk Failure Prediction, conducted between February 7th and May 15, 2020 on the Alibaba Cloud Tianchi Platform. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…
Large-scale Disk Failure Prediction : Pakdd 2020 Competition and Workshop, Ai Ops 2020, February 7 - May 15, 2020, Revised Selected Papers
He, Cheng (EDT); Feng, Mengling (EDT); Lee, Patrick P. C. (EDT); Wang, Pinghui (EDT); Han, Shujie (EDT)
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Series: Book 343 of 578 - Communications in Computer and Information Science
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Large-scale Disk Failure Prediction : Pakdd 2020 Competition and Workshop, Ai Ops 2020, February 7 - May 15, 2020, Revised Selected Papers
He, Cheng (EDT); Feng, Mengling (EDT); Lee, Patrick P. C. (EDT); Wang, Pinghui (EDT); Han, Shujie (EDT)
Language: English
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Large-scale Disk Failure Prediction : Pakdd 2020 Competition and Workshop, Ai Ops 2020, February 7 - May 15, 2020, Revised Selected Papers
He, Cheng (EDT); Feng, Mengling (EDT); Lee, Patrick P. C. (EDT); Wang, Pinghui (EDT); Han, Shujie (EDT)
Language: English
Published by Springer, 2020
Series: Book 343 of 578 - Communications in Computer and Information Science
- Softcover
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Large-scale Disk Failure Prediction : Pakdd 2020 Competition and Workshop, Ai Ops 2020, February 7 - May 15, 2020, Revised Selected Papers
He, Cheng (EDT); Feng, Mengling (EDT); Lee, Patrick P. C. (EDT); Wang, Pinghui (EDT); Han, Shujie (EDT)
Language: English
Published by Springer, 2020
Series: Book 343 of 578 - Communications in Computer and Information Science
- Softcover
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book constitutes the thoroughly refereed post-competition proceedings of the AI Ops Competition on Large-Scale Disk Failure Prediction, conducted between February 7th and May 15, 2020 on the Alibaba Cloud Tianchi Platform. A dedicated workshop, featuring the best performing teams of the competition, was held at the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, in Singapore, in April 2019. Due to the COVID-19 pandemic, the workshop was hosted online.This book includes 13 selected contributions: an introduction to dataset, selected approaches of the competing teams and the competition summary, describing the competition task, practical challenges, evaluation metrics, etc.…
Language: English
Published by Springer Verlag, Singapore, Singapore, 2020
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Paperback. Condition: new. Paperback. This book constitutes the thoroughly refereed post-competition proceedings of the AI Ops Competition on Large-Scale Disk Failure Prediction, conducted between February 7th and May 15, 2020 on the Alibaba Cloud Tianchi Platform. A dedicated workshop, featuring the best performing teams of the competition, was held at the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, in Singapore, in April 2019. Due to the COVID-19 pandemic, the workshop was hosted online.This book includes 13 selected contributions: an introduction to dataset, selected approaches of the competing teams and the competition summary, describing the competition task, practical challenges, evaluation metrics, etc. This book constitutes the thoroughly refereed post-competition proceedings of the AI Ops Competition on Large-Scale Disk Failure Prediction, conducted between February 7th and May 15, 2020 on the Alibaba Cloud Tianchi Platform. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…
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Series: Book 343 of 578 - Communications in Computer and Information Science
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Taschenbuch. Condition: Neu. Large-Scale Disk Failure Prediction | PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 - May 15, 2020, Revised Selected Papers | Cheng He (u. a.) | Taschenbuch | x | Englisch | 2020 | Springer | EAN 9789811577482 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.…
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Published by Springer, 2020
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Published by Springer 2020-08, 2020
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Published by Springer Nature Singapore Aug 2020, 2020
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book constitutes the thoroughly refereed post-competition proceedings of the AI Ops Competition on Large-Scale Disk Failure Prediction, conducted between February 7th and May 15, 2020 on the Alibaba Cloud Tianchi Platform. A dedicated workshop, featuring the best performing teams of the competition, was held at the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, in Singapore, in April 2019. Due to the COVID-19 pandemic, the workshop was hosted online.This book includes 13 selected contributions: an introduction to dataset, selected approaches of the competing teams and the competition summary, describing the competition task, practical challenges, evaluation metrics, etc. 156 pp. Englisch.…
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Published by Springer, 2020
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Published by Springer Singapore, 2020
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Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book constitutes the thoroughly refereed post-competition proceedings of the AI Ops Competition on Large-Scale Disk Failure Prediction, conducted between February 7th and May 15, 2020 on the Alibaba Cloud Tianchi Platform. A dedicated workshop, feat.…
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -An Introduction to PAKDD CUP 2020 Dataset.- PAKDD 2020 Alibaba AIOps Competition-Large-scale Disk Failure Prediction: Third Place Team.- A Voting-based Robust Model for Disk Failure Prediction.- First place solution of PAKDD Cup 2020.- Anomaly Detection of Hard Disk Drives based on Multi-scale Feature.- Disk Failure Prediction: an in-depth comparison between deep neural networks and tree-based models.- PAKDD2020 Alibaba AI Ops Competition: Large-Scale Disk Failure Prediction.- SHARP: SMART HDD Anomaly Risk Prediction.- Tree-based model with advanced data preprocessing for large scale hard disk failure prediction.- PAKDD2020 Alibaba AI Ops Competition: An SPE-LightGBM Approach.- Noise Feature Selection Method in PAKDD 2020 Alibaba AI Ops Competition: Large-Scale Disk Failure Prediction.- Characterizing and Modeling for Proactive Disk Failure Prediction to Improve Reliability of Data Centers.- Summary of PAKDD CUP 2020: From Organizers' Perspective.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 156 pp. Englisch.…
