Large-scale disk failure prediction : PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7-May 15, 2020, Revised selected papers, Cheng He, Mengling Feng, Patrick P. C. Lee, Pinghui Wang, Shujie Han, Yi Liu (eds.)

Resource Information

The instance Large-scale disk failure prediction : PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7-May 15, 2020, Revised selected papers, Cheng He, Mengling Feng, Patrick P. C. Lee, Pinghui Wang, Shujie Han, Yi Liu (eds.) represents a material embodiment of a distinct intellectual or artistic creation found in Sydney Jones Library, University of Liverpool. This resource is a combination of several types including: Instance, Electronic.

Image

http://covers.openlibrary.org/b/isbn/9789811577499-M.jpg?default=false

Label

Large-scale disk failure prediction : PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7-May 15, 2020, Revised selected papers, Cheng He, Mengling Feng, Patrick P. C. Lee, Pinghui Wang, Shujie Han, Yi Liu (eds.)

Title remainder

PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7-May 15, 2020, Revised selected papers

Statement of responsibility

Cheng He, Mengling Feng, Patrick P. C. Lee, Pinghui Wang, Shujie Han, Yi Liu (eds.)

Instantiates

• Large-scale disk failure prediction : PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7-May 15, 2020, Revised selected papers

Publication

• Singapore, Springer, 2020

Note

• Includes author index
• "Due to the COVID-19 pandemic, the workshop was hosted online."

Carrier category

online resource

Carrier category code

• cr

Carrier MARC source

rdacarrier

Content category

text

Content type code

• txt

Content type MARC source

rdacontent

Contents

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

Dimensions

unknown

Extent

1 online resource

Form of item

online

Isbn

9789811577499

Media category

computer

Media MARC source

rdamedia

Media type code

• c

Other control number

• 10.1007/978-981-15-7749-9
• 10.1007/978-981-15-7

Record ID

b7169727

Specific material designation

remote

System control number

• on1183723718
• (OCoLC)1183723718