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TDWI Articles

Data Management: A Look Back At 2021

Why multimodel platforms and serverless APIs became more popular among data management vendors this year while hype for hyperledger platforms waned.

Why Modernizing ETL Is Imperative for Massive Scale, Real-Time Data Processing

Enterprises must modernize their ETL processes to support cloud migration and other data and analytics strategies.

Using Machine Learning for Automatic Database Tuning

Can ML help database administrators improve the performance of the systems they oversee? We asked Andy Pavlo about his research at Carnegie Mellon University and the future of automated tools.

The Role of Ontologies within Unified Data Models

Before tackling the complexity of disparate data sources, you need to understand how semantic abstraction layers can save you from a world of pain.

Why Software That Unlocks Microbiome Data Could Be Key in the Climate Change Battle

A pioneer in applying network science to biology discusses how data science, and data management in particular, are starting to generate highly useful life sciences insights.

Executive Q&A: Understanding In-Memory Computing

In-memory computing brings computation together with data, leveraging data-aware execution, data locality and making it possible to dramatically improve performance and scalability for streaming analytics and machine learning. John DesJardins, CTO of Hazelcast, explains.

Uncovering the ROI of a Data Fabric

Data fabric technology is enjoying increasing scrutiny by enterprises, but with costs on the minds of every manager, where can enterprises expect to find a positive return on their investment? Here are four places to look.

Five Steps to Increase Business Insight Velocity

Speed is not a vanity metric when it comes to business intelligence because data is only as valuable as it is fresh, accurate, and actionable.

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