Systems | Development | Analytics | API | Testing

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.

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.

Using CodeSandbox for ThoughtSpot Everywhere development

Over the past week or so, I’ve been working on updating our Developer Workshop content. One of the trickiest parts of running workshops is the differences in local environment configuration: some attendees have a Mac, others windows, some with admin permissions, and some without. So much depends on what your company provides and how they manage their systems. To make things easier, I’ve been relying on CodeSandbox to eliminate a lot of the unknown.

Going beyond dashboards at Gartner Data & Analytics Summit

Well, that was interesting! I just finished the Show Floor Showdown for Business Intelligence at Gartner Data & Analytics Summit with team ThoughtSpot. (Reminder: ThoughtSpot was named a Visionary in Gartner’s 2022 Magic Quadrant™ for Analytics and BI Platforms.) For the setup, we were asked to play the roles of sustainability experts, government officials, and business leaders working to understand the impact of sustainability goals on economic, environmental, and social outcomes.

5 FinTech Log Analytics Challenges Equifax Solved with ChaosSearch

Global data, analytics and technology companies such as Equifax, and their Engineering teams, depend on log analytics for a variety of operational analytics use cases, from application troubleshooting to streamlining cloud operations and regulatory compliance management. ChaosSearch is uniquely positioned to help companies like Equifax significantly reduce the time, cost, and complexity of log analytics.

From AutoML to AutoMLOps: Automated Logging & Tracking of ML

AutoML with experiment tracking enables logging and tracking results and parameters, to optimize machine learning processes. But current AutoML platforms only train models based on provided data. They lack solutions that automate the entire ML pipeline, leaving data scientists and data engineers to deal with manual operationalization efforts. In this post, we provide an open source solution for AutoMLOps, which automates engineering tasks so that your code is automatically ready for production.

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.