Collaborative edge-cLoud continuum and Embedded AI for a Visionary industry of thE futuRe
Virtualizing GPU and FPGA Power for AI Operations in the CLEVER Project
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: GPU Virtualization: Enabling lightweight devices to access the power of high-end GPUs remotely via a front-end/back-end split driver architecture. FPGA Virtualization:…
Transforming AI Hardware Development with RISC-V Processors in the CLEVER Project
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 edge-AI solutions. 🔧 Key Features: RISC-V AIRISC Processor Integration: The accelerators will interface seamlessly with…
Revolutionizing Neural Networks with Optical Engines in the CLEVER ProjectÂ
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? Energy Efficiency: Optical convolution operations consume constant power, regardless of input size. Speed: Computing at the speed of light…
First Line-rate End-to-End Post-Quantum Encrypted Optical Fiber Link Using Data Processing Units (DPUs)
🎯 What’s the focus? Our work dives deep into AI-enabled optimization of critical computing infrastructures, leveraging:âś… Graph-based system modelingâś… Multi-agent Deep Q-Learningâś… Smart orchestration across the IoT–Edge–Cloud continuumWe demonstrate how intelligent agents can dynamically allocate resources, manage dependencies between microservices, and enhance performance, even in complex and secure infrastructure environments.đź’ˇ Why it matters:✔️ Enables secure and…
European Conference on EDGE AI Technologies and Applications – EEAI
âś… 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 of the CLEVER Project!🔍 At the heart of our work:Bridging IoT–edge–cloud environments with smart, secure, and…