research
∙
12/24/2021
Virtuoso: Video-based Intelligence for real-time tuning on SOCs
Efficient and adaptive computer vision systems have been proposed to mak...
share
research
∙
12/19/2021
Lerna: Transformer Architectures for Configuring Error Correction Tools for Short- and Long-Read Genome Sequencing
Sequencing technologies are prone to errors, making error correction (EC...
research
∙
10/19/2021
TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks
Federated learning—multi-party, distributed learning in a decentralized ...
research
∙
10/04/2021
ORPHEUS: Living Labs for End-to-End Data Infrastructures for Digital Agriculture
IoT networks are being used to collect, analyze, and utilize sensor data...
research
∙
07/18/2021
Federated Action Recognition on Heterogeneous Embedded Devices
Federated learning allows a large number of devices to jointly learn a m...
research
∙
07/11/2021
Ambrosia: Reduction in Data Transfer from Sensor to Server for Increased Lifetime of IoT Sensor Nodes
Data transmission accounts for significant energy consumption in wireles...
research
∙
12/09/2020
JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads
With diverse IoT workloads, placing compute and analytics close to where...
research
∙
10/21/2020
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles
Advanced video analytic systems, including scene classification and obje...
research
∙
06/22/2020
Hybrid Low-Power Wide-Area Mesh Network for IoT Applications
The recent advancement of the Internet of Things (IoT) enables the possi...
research
∙
01/21/2020
Artificial Intelligence for Digital Agriculture at Scale: Techniques, Policies, and Challenges
Digital agriculture has the promise to transform agricultural throughput...
research
∙
12/25/2019
Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures
A set of about 80 researchers, practitioners, and federal agency program...
research
∙
12/20/2019
Resilient Cyberphysical Systems and their Application Drivers: A Technology Roadmap
Cyberphysical systems (CPS) are ubiquitous in our personal and professio...
research
∙
12/30/2018