The Science Behind AIOps

Algorithms are the beating heart of AIOps. Read all about how the Moogsoft Research team keeps the blood flowing with innovative AI research.

The Science Behind AIOps

Algorithms are the beating heart of AIOps. Read all about how the Moogsoft Research team keeps the blood flowing with innovative AI research.

Areas of Research Focus

Fault Localization

This research focuses on understanding the structure of networks and service relationships from an informational theoretic point of view. This helps in analyzing the minimum amount of information necessary to determine the structure and importance of nodes, failure propagation and impact.

Network Information Theory

Here we zero in on novel algorithms related to determination of root cause or prediction of the likelihood of impact from false alerts.

Network Science

This effort centers on evaluating the evolution and determination of characteristic features of a network, which can be applied to monitoring networks and more broadly, the categorization of information and development of novel AI algorithms.

Pure Science

Our focus here is on investigations of techniques for understanding biological / genetic networks and fundamental physics, which contribute to algorithmic understanding and learning from analog models of neural networks.

Arta Cika Among 2019 TechWomen100 Winners

Arta Cika, a Moogsoft doctoral student in residence, has been selected as a TechWomen100 award winner for 2019. The awards, given by the organization WeAreTechWomen, showcase remarkable women within the technology sector covering a wide range of roles. Arta is pursuing a Ph.D. degree in the Department of Engineering Science at the University of Oxford. Her research focuses on modeling and analyzing ad hoc networks, a particular type of decentralized network without pre-existing infrastructure.

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Transforming IT Operations

Moogsoft Research is fueling the transformation of operational control for IT infrastructure with innovations across multiple areas of insight. Moogsoft scientists and our global research collaborators actively pursue a thoughtful balance of applied and pure research. Our research has powered more than 50 patents and a portfolio of algorithms for AIOps. Our research is an essential foundation for new, unimagined ways to improve the use of technology. Science is in our DNA; it’s the bedrock of modern innovation.

Want to Help?

Moogsoft Research is a project aimed at improving the state of the art in the algorithmic and AI techniques used for managing IT operations. We welcome the collaboration of customers, educational institutions, and other industry stakeholders. To share data and inspire research into new problems, please click below.