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DARDA: Domain-Aware Real-Time Dynamic Adaptation of Edge-Assisted Neural Networks
Published: 7/11/2025
|
Inventor(s):
Shahriar Rifat
,
Francesco Restuccia
,
Jonathan Ashdown
,
Kurt Turck
Keywords(s):
Dynamic Adaptation of Nueral Networks
Category(s):
Technology Classifications > 3. Computer Science > AI
,
Technology Classifications > 3. Computer Science > Computing Methods
OffloaDNN: Shaping DNNs for Scalable Offloading of Computer Vision Tasks at the Edge
Published: 6/26/2025
|
Inventor(s):
Francesco Restuccia
,
Tanzil Hassan
,
Carla Fabiana Chiasserini
,
Corrado Puligheddu
,
Nancy Varshney
,
Jonathan Ashdown
Keywords(s):
Computational Offloading
,
Edge devices
,
Resource allocation
Category(s):
Technology Classifications > WIoT
,
Technology Classifications > 3. Computer Science > AI
Faster and Accurate Neural Networks with Semantic Inference
Published: 1/31/2025
|
Inventor(s):
Francesco Restuccia
,
Jonathan Ashdown
,
A Q M Sazzad Sayyed
Keywords(s):
Artificial intelligence
,
computer vision and deep learning
,
Efficient computing
Category(s):
Technology Classifications > 3. Computer Science
,
Technology Classifications > WIoT
3D-O-RAN: Dynamic Data Driven Open Radio Access Network Systems
Published: 1/31/2025
|
Inventor(s):
Francesco Restuccia
,
Erik Blasch
,
Jonathan Ashdown
,
Kurt Turck
Keywords(s):
Category(s):
Technology Classifications > 3. Computer Science
,
Technology Classifications > WIoT
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