Remove 2022 Remove Blog Remove Data Lake Remove Testing
article thumbnail

Use Apache Iceberg in a data lake to support incremental data processing

AWS Big Data

Iceberg has become very popular for its support for ACID transactions in data lakes and features like schema and partition evolution, time travel, and rollback. In early 2022, AWS announced general availability of Athena ACID transactions, powered by Apache Iceberg. and later supports the Apache Iceberg framework for data lakes.

Data Lake 120
article thumbnail

Eight Top DataOps Trends for 2022

DataKitchen

Keep an eye on the eight top trends below that we believe will be significant in the year 2022. The data industry realizes that AI bias is simply a quality problem, and AI systems should be subject to this same level of process control as an automobile rolling off an assembly line. Data Gets Meshier. AI Accountability.

Testing 245
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Dive deep into AWS Glue 4.0 for Apache Spark

AWS Big Data

You can discover and connect to over 70 diverse data sources, manage your data in a centralized data catalog, and create, run, and monitor data integration pipelines to load data into your data lakes and your data warehouses. Refer to Develop and test AWS Glue version 3.0 runtime ( 3.5

Testing 79
article thumbnail

The hidden history of Db2

IBM Big Data Hub

From powering the Marriott Bonvoy loyalty program used by 140M+ customers, to enabling AI to assist Via’s riders in 36 million trips per year , Db2 i s the tested, resilient, and hybrid database providing the extreme availability, built-in refined security, effortless scalability, and intelligent automation for systems that run the world.

article thumbnail

Automate alerting and reporting for AWS Glue job resource usage

AWS Big Data

Many organizations today are using AWS Glue to build ETL pipelines that bring data from disparate sources and store the data in repositories like a data lake, database, or data warehouse for further consumption. In April 2022, Auto Scaling for AWS Glue was released for AWS Glue version 3.0 1X 1 4 16 64 G.2X

article thumbnail

Data security: Why a proactive stance is best

IBM Big Data Hub

But with a proactive approach to data security, organizations can fight back against the seemingly endless waves of threats. IBM Security X-Force found the most common threat on organizations is extortion, which comprised more than a quarter (27%) of all cybersecurity threats in 2022.

Risk 40
article thumbnail

Implement tag-based access control for your data lake and Amazon Redshift data sharing with AWS Lake Formation

AWS Big Data

Data-driven organizations treat data as an asset and use it across different lines of business (LOBs) to drive timely insights and better business decisions. This leads to having data across many instances of data warehouses and data lakes using a modern data architecture in separate AWS accounts.