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1、Q3 2024Data Monitoring,Management,and ObservabilityBy Fern Halper,Ph.D.BEST PRACTICES REPORTCo-sponsored by:tdwi.orgTDWI RESEARCH1BEST PRACTICES REPORTQ3 2024Data Monitoring,Management,and Observability By Fern Halper,Ph.D.Table of ContentsExecutive Summary .5The Move Forward:The Need for Robust Mon

2、itoring and Observability Practices .5What Is Data Monitoring and Observability?.6Deriving Value from Data .7Factors Contributing to Data Value .9Challenges Organizations Face Deriving Value from Data .11State of Monitoring and Observability .11Factors Impacting the Health of Company Data .12Tools f

3、or Data Health .13Software Models .15Practices for Monitoring and Observability .15Automated Versus Manual Processes .18Challenges for Monitoring and Observability .18Developing Metrics .19Challenges with Alerting .21Characteristics of Successful Organizations .22Those Who Obtain Value from Data .22

4、Recommendations .24Research Co-sponsor:Snowflake .26 2024 by TDWI,a division of 1105 Media,Inc.All rights reserved.Reproductions in whole or in part are prohibited except by written permission.Email requests or feedback to infotdwi.org.Product and company names mentioned herein may be trademarks and

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6、s.This report is based on independent research and represents TDWIs findings;reader experience may differ.The information contained in this report was obtained from sources believed to be reliable at the time of publication.Features and specifications can and do change frequently;readers are encoura