autonomic-computing

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

Analyzing the Cyber Resilience of Autonomic Software-defined IIoT-Edge Networks in Offshore Wind Power Plants.

Platform self-evolution: how a Level-5 AI platform-engineering system (LLMGen) can generate a substrate that improves itself from within - internal defects + external EARS/free-text requirements → verified, deployed self-changes. Position + feasibility + reference architecture.

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

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

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

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.

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.

Autonomic build orchestration with causal failure diagnosis and self-repair

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

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 Template for SDCI Project, more @ -->

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