Per-Platform GPIO Overhead in Hardware-Validated Edge ML Inference Timing
Fuente:
arXiv
Guardado en:
| Autores principales: | Swami, Akul, Chougule, Nikhil |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Architecture Dependent Temporal Observability Under Deployment Interference in Edge Inference Systems
por: Swami, Akul, et al.
Publicado: (2026)
por: Swami, Akul, et al.
Publicado: (2026)
Architectural Isolation as a Timing Safety Primitive for Edge AI Medical Devices: Controlled Experimental Evidence on a Shared-Silicon Platform
por: Swami, Akul Mallayya
Publicado: (2026)
por: Swami, Akul Mallayya
Publicado: (2026)
Wire-Level Interrupt-to-Decision Latency of On-Sensor MLC versus Host Inference on the NVIDIA Jetson Orin Nano: A Pre-Registered Measurement Study
por: Swami, Akul, et al.
Publicado: (2026)
por: Swami, Akul, et al.
Publicado: (2026)
Normalization of ReLU Dual for Cut Generation in Stochastic Mixed-Integer Programs
por: Bansal, Akul, et al.
Publicado: (2026)
por: Bansal, Akul, et al.
Publicado: (2026)
Low Overhead Beam Alignment for Mobile Millimeter Channel Based on Continuous-Time Prediction
por: Lin, Huang-Chou, et al.
Publicado: (2023)
por: Lin, Huang-Chou, et al.
Publicado: (2023)
Time Domain Differential Equation Based Fault Location Identification in Mixed Overhead-Underground Power Distribution Systems
por: Kahnamouei, Ali Shakeri, et al.
Publicado: (2025)
por: Kahnamouei, Ali Shakeri, et al.
Publicado: (2025)
Output-Constrained Controller with Fuzzy-Tuned Parameters for Overhead Cranes
por: Zhao, Dawei, et al.
Publicado: (2025)
por: Zhao, Dawei, et al.
Publicado: (2025)
PhysioEdge: Multimodal Compressive Sensing Platform for Wearable Health Monitoring
por: Baeyens, Rens, et al.
Publicado: (2025)
por: Baeyens, Rens, et al.
Publicado: (2025)
SHIA: A Direct SysML-Hardware Interface Architecture for Model-Centric Verification
por: Lewis, Charles, et al.
Publicado: (2026)
por: Lewis, Charles, et al.
Publicado: (2026)
A Model-Predictive Control Method for Coordinating Virtual Power Plants and Packetized Resources, with Hardware-in-the-Loop Validation
por: Amini, Mahraz, et al.
Publicado: (2019)
por: Amini, Mahraz, et al.
Publicado: (2019)
Task Allocation of UAVs for Monitoring Missions via Hardware-in-the-Loop Simulation and Experimental Validation
por: Chakraa, Hamza, et al.
Publicado: (2025)
por: Chakraa, Hamza, et al.
Publicado: (2025)
ECLIP: Energy-efficient and Practical Co-Location of ML Inference on Spatially Partitioned GPUs
por: Quach, Ryan, et al.
Publicado: (2025)
por: Quach, Ryan, et al.
Publicado: (2025)
Real-time Load Current Monitoring of Overhead Lines Using GMR Sensors
por: Chy, Md Mahfuzur Rahman, et al.
Publicado: (2026)
por: Chy, Md Mahfuzur Rahman, et al.
Publicado: (2026)
Real-time Testing of Satellite Attitude Control With a Reaction Wheel Hardware-In-the-Loop Platform
por: Sakal, Morokot, et al.
Publicado: (2025)
por: Sakal, Morokot, et al.
Publicado: (2025)
A Shared-Autonomy Construction Robotic System for Overhead Works
por: Kim, David Minkwan, et al.
Publicado: (2025)
por: Kim, David Minkwan, et al.
Publicado: (2025)
Efficient LLM Inference over Heterogeneous Edge Networks with Speculative Decoding
por: Zhu, Bingjie, et al.
Publicado: (2025)
por: Zhu, Bingjie, et al.
Publicado: (2025)
Automated Validation of Textual Constraints Against AutomationML via LLMs and SHACL
por: Westermann, Tom, et al.
Publicado: (2025)
por: Westermann, Tom, et al.
Publicado: (2025)
Timely Offloading in Mobile Edge Cloud Systems
por: Sathyavageeswaran, Nitya, et al.
Publicado: (2024)
por: Sathyavageeswaran, Nitya, et al.
Publicado: (2024)
Causal Influence in Federated Edge Inference
por: Kayaalp, Mert, et al.
Publicado: (2024)
por: Kayaalp, Mert, et al.
Publicado: (2024)
Environmental Sound Classification on An Embedded Hardware Platform
por: Bibbo, Gabriel, et al.
Publicado: (2023)
por: Bibbo, Gabriel, et al.
Publicado: (2023)
AdGT: Decentralized Gradient Tracking with Tuning-free Per-Agent Stepsize
por: Ghaderyan, Diyako, et al.
Publicado: (2025)
por: Ghaderyan, Diyako, et al.
Publicado: (2025)
PCA-Driven Adaptive Sensor Triage for Edge AI Inference
por: Lade, Ankit Hemant, et al.
Publicado: (2026)
por: Lade, Ankit Hemant, et al.
Publicado: (2026)
SeLR: Sparsity-enhanced Lagrangian Relaxation for Computation Offloading at the Edge
por: Erfaniantaghvayi, Negar, et al.
Publicado: (2025)
por: Erfaniantaghvayi, Negar, et al.
Publicado: (2025)
Automating Physics-Based Reasoning for SysML Model Validation
por: Chambers, Candice, et al.
Publicado: (2025)
por: Chambers, Candice, et al.
Publicado: (2025)
On Convergence of the Iteratively Preconditioned Gradient-Descent (IPG) Observer
por: Chakrabarti, Kushal, et al.
Publicado: (2024)
por: Chakrabarti, Kushal, et al.
Publicado: (2024)
CHIGLU: A Modular Hardware for Stepper Motorized Quadruped Robot $\unicode{x2014}$ Design, Analysis, Fabrication, and Validation
por: Shahriar, Abid, et al.
Publicado: (2024)
por: Shahriar, Abid, et al.
Publicado: (2024)
Analysis of Circuit-based Per-Panel Diode Model of Photovoltaic Array
por: Sang, Peng, et al.
Publicado: (2025)
por: Sang, Peng, et al.
Publicado: (2025)
eCAV: An Edge-Assisted Evaluation Platform for Connected Autonomous Vehicles
por: Landle, Tyler, et al.
Publicado: (2025)
por: Landle, Tyler, et al.
Publicado: (2025)
How to implement the Bayes' formula in the age of ML?
por: Taghvaei, Amirhossein, et al.
Publicado: (2024)
por: Taghvaei, Amirhossein, et al.
Publicado: (2024)
ZeloS -- A Research Platform for Early-Stage Validation of Research Findings Related to Automated Driving
por: Bohn, Christopher, et al.
Publicado: (2025)
por: Bohn, Christopher, et al.
Publicado: (2025)
CLONE: Customizing LLMs for Efficient Latency-Aware Inference at the Edge
por: Tian, Chunlin, et al.
Publicado: (2025)
por: Tian, Chunlin, et al.
Publicado: (2025)
Adaptive Workload Distribution for Accuracy-aware DNN Inference on Collaborative Edge Platforms
por: Taufique, Zain, et al.
Publicado: (2023)
por: Taufique, Zain, et al.
Publicado: (2023)
Temperature-Aware Scheduling of LLM Inference in Large-Scale Geo-Distributed Edge Data Centers with Distributed Optimization
por: Khalatbarisoltani, Arash, et al.
Publicado: (2026)
por: Khalatbarisoltani, Arash, et al.
Publicado: (2026)
TinySDP: Real Time Semidefinite Optimization for Certifiable and Agile Edge Robotics
por: Mahajan, Ishaan, et al.
Publicado: (2026)
por: Mahajan, Ishaan, et al.
Publicado: (2026)
On Architectures for Combining Reinforcement Learning and Model Predictive Control with Runtime Improvements
por: Jia, Xiaolong, et al.
Publicado: (2025)
por: Jia, Xiaolong, et al.
Publicado: (2025)
Design and Experimental Validation of Closed-Form CBF-Based Safe Control for Stewart Platform Under Multiple Constraints
por: Cinun, Benedictus C. G., et al.
Publicado: (2025)
por: Cinun, Benedictus C. G., et al.
Publicado: (2025)
Hardware-Based Microgrid Coupled to Real-Time Simulated Power Grids for Evaluating New Control Strategies in Future Energy Systems
por: Kyesswa, Michael, et al.
Publicado: (2024)
por: Kyesswa, Michael, et al.
Publicado: (2024)
LLM-Aided Efficient Hardware Design Automation
por: Xu, Kangwei, et al.
Publicado: (2024)
por: Xu, Kangwei, et al.
Publicado: (2024)
Animating Petascale Time-varying Data on Commodity Hardware with LLM-assisted Scripting
por: Eliza, Ishrat Jahan, et al.
Publicado: (2026)
por: Eliza, Ishrat Jahan, et al.
Publicado: (2026)
Transferable Deployment of Semantic Edge Inference Systems via Unsupervised Domain Adaption
por: Jiao, Weiqiang, et al.
Publicado: (2025)
por: Jiao, Weiqiang, et al.
Publicado: (2025)
Ejemplares similares
-
Architecture Dependent Temporal Observability Under Deployment Interference in Edge Inference Systems
por: Swami, Akul, et al.
Publicado: (2026) -
Architectural Isolation as a Timing Safety Primitive for Edge AI Medical Devices: Controlled Experimental Evidence on a Shared-Silicon Platform
por: Swami, Akul Mallayya
Publicado: (2026) -
Wire-Level Interrupt-to-Decision Latency of On-Sensor MLC versus Host Inference on the NVIDIA Jetson Orin Nano: A Pre-Registered Measurement Study
por: Swami, Akul, et al.
Publicado: (2026) -
Normalization of ReLU Dual for Cut Generation in Stochastic Mixed-Integer Programs
por: Bansal, Akul, et al.
Publicado: (2026) -
Low Overhead Beam Alignment for Mobile Millimeter Channel Based on Continuous-Time Prediction
por: Lin, Huang-Chou, et al.
Publicado: (2023)