Operations | Monitoring | ITSM | DevOps | Cloud

Azure Data Lake Storage Gen2 and Blob storage are two cloud storage solutions offered by Microsoft Azure. While both solutions are designed to store and manage large amounts of data, there are several key differences between them. This article will explain the differences and help you choose the right solution for your cloud data management needs.

You know this already. Regardless of your size, you must keep up with technological developments in your industry — and, increasingly, in other industries, even those that seem unrelated. Embracing disruption can enable you to increase your market share, revenue, and profit margins. Delegating some development and operations responsibilities to Site Reliability Engineering (SRE) experts allows developers to innovate and create new solutions faster.

Understanding your systems’ status is essential for ensuring the reliability and stability of your applications and services. Without full awareness of what’s going on within your infrastructure, it can be difficult to manage solvable issues and to achieve reachable goals. Besides, it wouldn’t make much sense to run an app or service such as an e-store while ignoring what’s actually happening with it. How can you make any decisions that way?

MLOps (short for machine learning operations) is slowly evolving into an independent approach to the machine learning lifecycle that includes all steps – from data gathering to governance and monitoring. It will become a standard as artificial intelligence is moving towards becoming part of everyday business, rather than an innovative activity.

This post was written by guest author, Nahla Davies. Nahla has been in the software space since 2010 and a technical writer since 2019. She previously served as a lead programmer at an Inc. 5,000 experiential branding organization whose clients include Samsung, Time Warner, Netflix, and Sony. Microsoft Azure is widely popular among developers and across organizations because it’s scalable, flexible, and customizable.