3 citations · 5 across the 6 of their papers we have counts for
4 papers · 1 filter
Incremental Analysis of Legacy Applications Using Knowledge Graphs for Application Modernization
Saravanan Krishnan, Amith Singhee, Keerthi Narayan Raghunath +3
Industries such as banking, telecom, and airlines - o6en have large so6ware systems that are several decades old. Many of these systems are written in old programming languages suc…
CodeSAM: Source Code Representation Learning by Infusing Self-Attention with Multi-Code-View Graphs
Alex Mathai, Kranthi Sedamaki, Debeshee Das +4
Machine Learning (ML) for software engineering (SE) has gained prominence due to its ability to significantly enhance the performance of various SE applications. This progress is l…
COMEX: A Tool for Generating Customized Source Code Representations
Debeshee Das, Noble Saji Mathews, Alex Mathai +4
Learning effective representations of source code is critical for any Machine Learning for Software Engineering (ML4SE) system. Inspired by natural language processing, large langu…
Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network
Alex Mathai, Sambaran Bandyopadhyay, Utkarsh Desai +1
Monolithic software encapsulates all functional capabilities into a single deployable unit. But managing it becomes harder as the demand for new functionalities grow. Microservice…