Tips to optimize Spark jobs to improve performance

Summary: Sometimes the insight you’re shown isn’t the one you were expecting. Unravel DataOps observability provides the right, and actionable, insights to unlock the full value and potential of your Spark application. One of the key features of Unravel is our automated insights. This is the feature where Unravel analyzes the finished Spark job and then presents its findings to the user. Sometimes those findings can be layered and not exactly what you expect.

Elastic stack-based Analytics Integration with WSO2 Identity Server

WSO2 Identity Server is an API-driven open source IAM product designed to help you build effective CIAM solutions. ELK-based analytics solution is introduced to view the login and session-related analytics data. Three dashboard templates are provided by default: Auth dashboard, Session dashboard, and alert dashboard. The session dashboard includes statistics related to sessions that get created for different applications accessed via the WSO2 Identity Server. Auth dashboard includes statistics related to login attempts made via the WSO2 Identity Server. The Alert dashboard includes suspicious Login Alerts and Long session alerts.

Data Visualization Tools vs Data Analytics: What's the Difference?

Data visualization tools are dedicated software applications or components of a business intelligence (BI) solution that visually render data and present information through various formats, like graphs, charts, or heat maps - and an important parts of analytics today. The best data visualization tools are those that provide a diverse range of visualization options that represent complex data across multiple use cases, and help end-users easily analyze it.

How To Improve Data Observability for Better Business Insights

Here are five things to know about data observability: Data observability solves many of the issues of modern data infrastructure. Still, few Ecommerce organizations understand this process or how to improve it. Here's what you need to know: Data observability, in a data science context, helps you understand the current state of all the data in your Ecommerce enterprise. It monitors and manages any problems that might occur during the data integration process.

Data governance made easy with Talend Data Stewardship and Snowflake Data Cloud

Data governance made easy with Talend Data Stewardship, a self-service business application, and Snowflake Data Cloud. Watch as solution experts Michael Titheridge from Talend & Marko Slabak from Snowflake walk you through the latest Talend has to offer with cloud ingestion tools, building up data models quickly in Pipeline Designer, and then applying semantic types and cleaning the data as a data arbitrator in Data Stewardship to build an effective governance layer on Snowflake.

Big Data and AI Blame Failures on Bad Data

Guest post by Bill Inmon “Bill Inmon is an American computer scientist, recognized by many as the father of the data warehouse. Inmon wrote the first book, held the first conference, wrote the first column in a magazine, and was the first to offer classes in data warehousing.” Source: Wikipedia. An article headline — “BIG DATA/AI BLAME FAILURES ON BAD DATA” — caught my attention.