Remove metadata-is-like-packaging
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Metadata is Like Packaging: Seeing Beyond the Library Card Metaphor

Ontotext

From messages in a bottle to the pair of gold-anodized aluminum plaques placed on board of spacecraft Pioneer 10 and Pioneer 11 in the 1970s, how we package information is central to its visibility, durability and usefulness across different environments. way we package information has a lot to do with metadata.

Metadata 124
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Expand data access through Apache Iceberg using Delta Lake UniForm on AWS

AWS Big Data

Under the hood, UniForm generates Iceberg metadata files (including metadata and manifest files) that are required for Iceberg clients to access the underlying data files in Delta Lake tables. Both Delta Lake and Iceberg metadata files reference the same data files. in Delta Lake public document. Appendix 1.

Metadata 122
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Proposals for model vulnerability and security

O'Reilly on Data

Like many others, I’ve known for some time that machine learning models themselves could pose security risks. This is like a denial-of-service (DOS) attack on your model itself. Apply fair and private models, white-hat and forensic model debugging, and common sense to protect machine learning models from malicious actors.

Modeling 278
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Integrate custom applications with AWS Lake Formation – Part 2

AWS Big Data

Amplify provides libraries for popular web and mobile frameworks, like JavaScript, Flutter, Swift, and React. Solution overview AWS AppSync creates serverless GraphQL and pub/sub APIs that simplify application development through a single endpoint to securely query, update, or publish data.

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Monitoring Apache Iceberg metadata layer using AWS Lambda, AWS Glue, and AWS CloudWatch

AWS Big Data

In this blog post, we’ll discuss how the metadata layer of Apache Iceberg can be used to make data lakes more efficient. You will learn about an open-source solution that can collect important metrics from the Iceberg metadata layer. This is where Apache Iceberg comes into play, offering a new approach to data lake management.

Metadata 126
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Automation Gives DevOps More Horsepower

erwin

Just like with cars, more horsepower in DevOps translates to greater speed. With metadata-driven automation, many DevOps processes can be automated, adding more “horsepower” to increase their speed and accuracy. They have that option with automation, shifting DevOps away from dependence on manual processes. Doing More with Less.

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Cloudera Data Warehouse outperforms Azure HDInsight in TPC-DS benchmark

Cloudera

In this blog post, we compare Cloudera Data Warehouse (CDW) on Cloudera Data Platform (CDP) using Apache Hive-LLAP to Microsoft HDInsight (also powered by Apache Hive-LLAP) on Azure using the TPC-DS 2.9 HDInsight in contrast had issues running query49, running out of memory likely due to poor estimates. . Conclusion.