Raphael Melo Thiago

Solving Context Window Overflow in AI Agents

Large Language Models (LLMs) have become increasingly capable of interacting with external tools, granting access to specialized knowledge beyond their training data - critical in dynamic,...

DevOps and Microservices in Scientific System development

There is a gap in scientific information systems development concerning modern software engineering and scientific computing. Historically, software engineering methodologies have been perceived...

Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering

Machine Learning (ML) has become essential in several industries. In Computational Science and Engineering (CSE), the complexity of the ML lifecycle comes from the large variety of data,...

Geological Data Access on a Polyglot Database using a Service Architecture

Evaluation of Server Push Technologies for Scalable Client-Server Communication

CogBPMN: Representing Human-computer Symbiosis in the Cognitive Era

Analysis of Tools for REST Contract Specification in Swagger/OpenAPI

Experiment Workbench: A Co-agent for Assisting Data Scientists

An Experimental Analysis of Tools for Ontology Evolution Management

Enabling Contextualized Knowledge Description with Non-symbolic Integration

Enabling Contextualized Ontology Modelling with a Collaborative Multi-View System

HKPoly: A Polystore Architecture to Support Data Linkage and Queries on Distributed and Heterogeneous Data

A Recommender for Choosing Data Systems based on Application Profiling and Benchmarking

CATS: Cognitive Analytic Trail System