A collection of nodes for improve Node-RED dependability by enabling self-healing capabilities.

Explore a new way to craft A.I. solutions using a modern approach to machine reasoning.

FREEZED!! Moved to https://gitlab.com/fernando.hackbart/biosphere

Autonomic computing prototype. Currently a work in progress. The research was first captured in my master's thesis

An Autonomic System to Support Elastic Parallel Preference Queries on Multi-Core Architectures

An Autonomic Digital Twin (DT) framework for IoT cooling systems. Implements a closed-loop control system using Signal Temporal Logic (STL) to monitor formal behavior and orchestrate self-healing actions. Features real-time telemetry reflection via MQTT (HiveMQ) and a Master Replica dashboard in Node-RED.

Mirror of Apache Spark aiming at improving its elasticity and autonomicity.

Self-tuning scheduler for streaming data workflows on heterogeneous clusters. Combines HEFT-LC, data-locality scheduling, Q-learning, and a MAPE-K autonomic controller.

A general-purpose Autonomic Limits Compiler (CDF v2-UL) mathematically guaranteeing that physical, biological, and cognitive states never breach safety limits. Includes three interactive simulation prototypes demonstrating graceful degradation in Robotics, AI Cognition, and Astrobiology.

A Template for SDCI Project, more @ -->

Meta-Computing Architecture for adaptive optimization of AI workloads in distributed systems using runtime monitoring, feedback-driven control, and dynamic resource management.

Header-only library to implement feedback loops with Lua in C

A Dynamic Drive-Evaluation-Function (DEF) cybernetic framework for autonomous systems control, homeostatic optimization, and bio-inspired resource allocation.