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Enhance monitoring and debugging for AWS Glue jobs using new job observability metrics, Part 3: Visualization and trend analysis using Amazon QuickSight

AWS Big Data

In Part 2 of this series, we discussed how to enable AWS Glue job observability metrics and integrate them with Grafana for real-time monitoring. In this post, we explore how to connect QuickSight to Amazon CloudWatch metrics and build graphs to uncover trends in AWS Glue job observability metrics.

Metrics 109
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3 Ways Atlas for Microsoft Dynamics 365 F&O Addresses Data Integrity Issues

Jet Global

Instead, it blends into the rest of the numbers, skewing key metrics and performance figures without giving any indication that the “truth” could be completely wrong. Data integrity issues are a bigger problem than many people realize, mostly because they can’t see the scale of the problem.

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How to Deliver Data Quality with Data Governance: Ryan Doupe, CDO of American Fidelity, 9-Step Process

Alation

What’s the business impact of critical data elements being trustworthy… or not? In this step, you connect data integrity to business results in shared definitions. This work enables business stewards to prioritize data remediation efforts. Step 4: Data Sources. Step 7: Data Quality Metrics.

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Introducing Amazon MWAA support for the Airflow REST API and web server auto scaling

AWS Big Data

Args: region (str): AWS region where the MWAA environment is hosted. Args: region (str): AWS region where the MWAA environment is hosted. Amazon MWAA provides web server container metrics in the AWS/MWAA service namespace in Amazon CloudWatch , allowing you to monitor the web server performance. Kamen Sharlandjiev is a Sr.

Testing 93
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7 steps for turning shadow IT into a competitive edge

CIO Business Intelligence

After all, 41% of employees acquire, modify, or create technology outside of IT’s visibility , and 52% of respondents to EY’s Global Third-Party Risk Management Survey had an outage — and 38% reported a data breach — caused by third parties over the past two years. There may be times when department-specific data needs and tools are required.

IT 137
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5 tips for maximizing ROI of IT projects

CIO Business Intelligence

Hosting the entire infrastructure on-premise will turn out to be exorbitant,” he says. For instance, in the case of a mobile app built for a company’s sales representatives, the process can be split into three components — the UI/UX component, data integration, and integration with other third-party apps.

ROI 132
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Why you should care about debugging machine learning models

O'Reilly on Data

Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes. Privacy harms : models can compromise individual privacy in a long (and growing) list of ways. [8]