Philip

✨ Predicting the Future of Resource Allocation ✨  In the CLEVER Project, we’re transforming how edge computing platforms handle resource management by integrating cutting-edge AI/ML models for proactive resource forecasting. Imagine a world where your applications—from autonomous vehicles to augmented…

🚀 We’re excited to announce the release of our latest technical deliverable under the CLEVER Project—now available on Zenodo!  🔗   📌 What’s inside? This document outlines the core software architecture and initial integration of CLEVER’s AI-based service orchestration platform across…

The Local Workload Placement component in the CLEVER platform introduces an ML-based scoring mechanism into Kubernetes’ scheduling pipeline, optimizing workload placement on worker nodes to meet platform objectives like energy efficiency, scalability and flexibility.  Key Features and Workflow:  Development Progress: …

The CLEVER Project is advancing edge-AI capabilities with GPU and FPGA virtualization, developed by AAU. This framework unlocks high-performance computing for AI and ML applications while reducing costs through resource sharing. 🔑 Key Features: ⚙️ Development Focus: 🌟 Why It…

Fraunhofer IMS is pushing the boundaries of AI computation by developing a hardware compiler for neural networks in the CLEVER Project. This innovative framework translates Python (TensorFlow) models directly into hardware accelerators (Verilog HDL), setting new standards for efficiency in…

Imagine harnessing the speed of light to power neural networks! At the CLEVER Project, we’re breaking barriers with Optical Convolutional Neural Networks (OCNNs)—a groundbreaking approach to solving the limitations of traditional electronic CNNs.  🔍 Why OCNNs?  💡 Our Vision:   TUE…

🎯 What’s the focus? Our work dives deep into AI-enabled optimization of critical computing infrastructures, leveraging:✅ Graph-based system modeling✅ Multi-agent Deep Q-Learning✅ Smart orchestration across the IoT–Edge–Cloud continuum We demonstrate how intelligent agents can dynamically allocate resources, manage dependencies between microservices,…

✅ CLEVER Project @ EDGE AI Conference (Athens, 2023) 🚀 Thrilled to share highlights from our recent presentation at the EDGE AI Conference in Athens, where we showcased how AI can optimize resource orchestration in critical computing infrastructures—a key goal…