Infrastructure Pattern Discovery in Configuration Management Databases via Large Sparse Graph Mining

Dec 1, 2011·
Pranay Anchuri
Pranay Anchuri
· 0 min read
Abstract
We apply large sparse graph mining to discover infrastructure patterns in configuration management databases (CMDBs). The method identifies recurring structural patterns in IT infrastructure graphs, enabling automated discovery of common configuration blueprints.
Type
Publication
In 2011 IEEE 11th International Conference on Data Mining (ICDM)
publications
IT Infrastructure Graph Mining Configuration Management
Pranay Anchuri
Authors
Pranay Anchuri
Senior Research Scientist
Pranay Anchuri is a Senior Research Scientist at Offchain Labs. His research spans blockchain protocols, verifiable computation, and machine learning applied to decentralized systems. He has published at top venues including KDD, JMLR, and ICDM, and is an inventor on seven US patents. He holds a PhD in Computer Science from Rensselaer Polytechnic Institute.