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The latest News and Information on Monitoring for Websites, Applications, APIs, Infrastructure, and other technologies.

Tips to implement AIOps the right way in 2022

A lot of things have changed in recent years. From the way of working to executing IT operations, the business strategies have changed overnight with arising advances like Machine Learning, Automation, and Artificial intelligence. The technologies have changed present-day applications and IT operations, and with AI and ML on board, IT industries operate more perplexing undertakings and resolve issues across complex infrastructures.

What is AIOps. 4 Types of AIOps Platforms. How to Effectively Navigate the AIOps Landscape.

AIOps or Artificial Intelligence for IT Operations refers to a set of technologies that augment human decisions with autonomous decisions driven by AI and machine learning that learn patterns, relationships from data. AIOps is the term originally coined by Gartner, and pictorially illustrated in the following way.

How to take action from Datadog Apps

Engineers who support production environments are tasked with resolving new issues as quickly and efficiently as possible. But as they look to carry out these responsibilities, their remediation workflows tend to take on the following pattern: For example, someone on your team might discover in a log analysis tool that a user is flooding a key service by making an abnormal number of requests.

Datadog Serverless Monitoring for Amazon API Gateway, SQS, Kinesis, and more

Many organizations leverage AWS to build fully managed, event-driven applications, which break down complex workloads into APIs, event streams, and other decentralized services in order to improve performance and scalability. This type of architecture relies primarily on AWS Lambda functions to process synchronous and asynchronous requests as they move between a workload’s resources, such as Amazon API Gateway and Amazon Kinesis.

New Research: The State of Cloud-Driven Transformation

Over the last couple years, cloud transformation has become increasingly critical, evolving from a preferable priority to an urgent imperative. In our rapidly changing world, organizations have had to innovate at unprecedented rates — and those most successful are harnessing the power of cloud to move faster and smarter. But it’s more than a simple migration.