📱 Edge AI - hello · Scour

Position Paper: From Edge AI to Adaptive Edge AI 🛡️AI Security

arxiv.org·4d

Google Released Gemma 4 with a Focus On Local-First, On-Device AI Inference 🦙Ollama

infoq.com·1d

Your developers are already running AI locally: Why on-device inference is the CISO’s new blind spot 🚀MLOps

venturebeat.com·2d

Fast Isn’t Fast Enough: Redefining Metrics for Edge AI 🚀Performance

semiengineering.com·5d

Ultra-efficient on-device AI, now even faster - MiniCPM 💬Prompt Engineering

producthunt.com·1d

Radar Reference Platform Improves Identification in Edge AI 🛡️AI Security

embedded.com·4d

F&S M.2 AI Accelerator Uses NXP Ara-240 for Edge Inference Workloads ⚡Hardware Acceleration

linuxgizmos.com·4d

AEG: A Baremetal Framework for AI Acceleration via Direct Hardware Access in Heterogeneous Accelerators ⚡Hardware Acceleration

arxiv.org·17h

Hardware Utilization and Inference Performance of Edge Object Detection Under Fault Injection 🎯Intel IPP

arxiv.org·17h

A-IO: Adaptive Inference Orchestration for Memory-Bound NPUs 📏Linear Types

arxiv.org·17h

LoDAdaC: a unified local training-based decentralized framework with adaptive gradients and compressed communication 🤖TVM

arxiv.org·17h

Modality-Aware Zero-Shot Pruning and Sparse Attention for Efficient Multimodal Edge Inference 🤖TVM

arxiv.org·1d

EdgeFlow: Fast Cold Starts for LLMs on Mobile Devices ⏰Timely Dataflow

arxiv.org·1d

Networking-Aware Energy Efficiency in Agentic AI Inference: A Survey 🛡️AI Security

arxiv.org·4d

AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery 💬Prompt Engineering

arxiv.org·6d

Multi-Turn Reasoning LLMs for Task Offloading in Mobile Edge Computing 🦙Ollama

arxiv.org·5d

PCA-Driven Adaptive Sensor Triage for Edge AI Inference 🧠Machine Learning

arxiv.org·6d

From LLM to Silicon: RL-Driven ASIC Architecture Exploration for On-Device AI Inference 🧮Intel MKL-DNN

arxiv.org·4d

Edge Intelligence for Satellite-based Earth Observation: Scheduling Image Acquisition and Processing 🏗️System Design

arxiv.org·6d

SHIELD: A Segmented Hierarchical Memory Architecture for Energy-Efficient LLM Inference on Edge NPUs 🔄Hardware Transactional Memory

arxiv.org·4d