Remove Data Lake Remove Data Processing Remove Forecasting
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How data literacy allows gen AI to drive productivity at Dow

CIO Business Intelligence

These models allow us to predict failures early, and we forecast a 20% reduction in furnace unplanned events, improving repair times by at least two days. We’ve also leveraged AI in the supply chain to revolutionize our demand forecasting and supply network planning. So AI helps us have fewer emergencies.

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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

Typically, you have multiple accounts to manage and run resources for your data pipeline. His team focuses on building distributed systems to enable customers with interactive and simple to use interfaces to efficiently manage and transform petabytes of data seamlessly across data lakes on Amazon S3, databases and data-warehouses on cloud.

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Run Spark SQL on Amazon Athena Spark

AWS Big Data

Modern applications store massive amounts of data on Amazon Simple Storage Service (Amazon S3) data lakes, providing cost-effective and highly durable storage, and allowing you to run analytics and machine learning (ML) from your data lake to generate insights on your data.

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Dairyland powers up for a generative AI edge

CIO Business Intelligence

Melby pushed machine learning models into production very early at Dairyland, improving the cooperative’s weather forecasting capabilities and creating load management applications that “bent the curve” to best manage the company’s power load on peak days, the CIO says.

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TDC Digital leverages IBM Cloud for transparent billing and improved customer satisfaction

IBM Big Data Hub

TDC Digital struggled with operational costs due to the unpredictability of the billing system TDC Digital encountered difficulties in accurately forecasting their monthly bills due to hidden charges in the billing process. These issues started impacting their customer experience and eventually led to customer retention challenges.

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Attribute Amazon EMR on EC2 costs to your end-users

AWS Big Data

You can collect the metrics for a longer duration to observe trends on the usage of Amazon EMR resources and use that for forecasting purposes. About the Authors Raj Patel is AWS Lead Consultant for Data Analytics solutions based out of India. He is in data and analytical field for over 14 years.

Metrics 105
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5 ways to maximize your cloud investment

CIO Business Intelligence

But while McMasters’ forecasts are now more accurate, he still likes to have a cushion: he gives himself a 10 to 20% margin when pre-booking capacity, he says. “Understand your licensing schemes and usage policies, which can be very complicated,” says McMasters. What exactly happens if you go over and what will they charge you?”