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DIA4M: Discovery of Interactions and Anomalies for Microservices

Project
20023 SmartDelta
Type
New product
Description

DIA4M is a microservice analysis tool. It empowers DevOps excellence and dives into visual trace log analysis for actionable insights. Its goal is to struggle with microservice complexity and untangle the map of interactions and anomalies effortlessly.

Some APM products offer service map and machine learning based features. But they have very costly license fees. DIA4M can be an alternative to these features of these products.

Contact
Hakan KILINC
Email
hakan.kilinc@orioninc.com
Research area(s)
Software analytics for microservices
Technical features

It is developed using technologies such as Node.js, React flow, Flask, MongoDB, Python, AI/ML models.

Integration constraints

AI/ML features are not integrated into the current version. Future plans will include analysis features such as AI/ML-based anomaly detection, trend monitoring, and Kubernetes monitoring.

Also, there may be restrictions and tailor-made work due to the non-standard log structures.

Targeted customer(s)

All businesses with products developed with microservice architecture.

Conditions for reuse

This tool is developed as open source. It is planned to be offered under the GNU Generic Public License (GPL) license type.

Confidentiality
Public
Publication date
09-11-2023
Involved partners
Orion Innovation Information Technologies (TUR)

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