Software que simula sincronização de relógios virtuais, com "drift" configurável e também comunicação numa rede simulada, constituída de filas de entrada e saída de mensagens com atrasos calculados a partir de uma distribuição de probabilidade. Este software foi desenvolvido como atividade da matéria Fundamentos de Sistemas Distribuídos.

This is one of my projects under Udacity's Cloud Native Application Architecture Nanodegree. In this project, I have refactored Udaconnect's monolithic architecture into a microservice architecture using several message passing techniques.

Message passing project of the Udacity's Cloud Native Application Architecture Nanodegree

Asynchronous message passing for probabilistic graphical models

Experiments on Neural Network-Based SAT Solver with different instances.

Recurrent relational networks (arXiv:1711.08028) implemented in PyTorch

SimpleDA - Simple Message Passing Simulator for Distributed Algorithms.

A DGL implementation of "KPConv: Flexible and Deformable Convolution for Point Clouds" (ICCV 2019).

Alpha Belief Propagation

Message passing mailboxes for IPC between task producers and consumers

A DGL implementation of "Representation Learning on Graphs with Jumping Knowledge Networks".(ICML 2018)

Package for generating and inverse-designing 2D lattice materials. Represents lattices as heterogeneous graphs and utilizes message passing, automatic differentiation and surrogate gradients for the inverse design.

[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'

Refactored the Udaconnect app (from monolithic to microservices) and implemented Kafka, gRPC, and RESTful API to allow message passing between the microservices. I also created OpenAPI documentation for the API endpoints and provided a Postman library for the endpoints created.

High-Level Property Specification Language

COntagion Simulation And Source Identification: a Python package for graph diffusion source inference

An authenticated/secured message passing broker and clients

Advanced Message Passing

Example of High-Speed Subscriber Patterns in ZeroMQ