Open source contributions are foundational to Elastic — from Elasticsearch’s Apache Lucene core to the addition of open source Logstash and Kibana to form the Elastic Stack you’ve come to know and love. Over the years, the Elastic community has created over 90 Beats, shared use case tutorials like those from Volvo, T-Mobile, and Microsoft, and presented at hundreds upon hundreds of meetups.

Five worthy reads is a regular column on five noteworthy items we have discovered while researching trending and timeless topics. This week, we highlight the urgent need for ethical AI due to increased adoption of AI enabled technologies by businesses during the COVID-19 pandemic.

Today managing your licenses with Cloudsmith has become incredibly simple. Now, with the help of our License Compliance UI, not only can you update the license associated with a package without needing to modify a package, plus you can also view statistics of how your overall licenses appear across all packages within a repository. Don't believe me?

Once you’ve reached the point where you want to deploy your machine learning models to production, you will eventually need to monitor operations and performance. You might also want to receive alerts in case of any unexpected behavior or inconsistencies with your model or your data quality. This is where you most likely start learning about various aspects of Machine Learning Operations (MLOps).

As a follow up to my previous “personal policy” blog I have exciting news: An improved CFEngine is available for Termux!

With the evolution of technology in recent times, the face of communication is ever-changing. In today’s environment, failing to adapt to these changes would mean failing to understand what the customer needs. Since every organization is migrating to smartphones and tablets, and employees are starting to depend more on these mobile devices, we at the NetFlow Analyzer team decided to up our game in terms of our mobile offering.

Open source grafana is one of the most popular OSS UI for metrics and infrastructure monitoring today. Capable of ingesting metrics from the most popular time series databases, it’s an indispensable tool in modern DevOps. This OSS grafana tutorial will go over installation, configuration, queries, and initial metrics shipping. Open source grafana is the equivalent of what Kibana is for logs (for more, see Grafana vs. Kibana).