Dolly Sapra

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 15

Top Topics

Convolutional Neural Networks

Embedded Systems

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Dolly Sapra, Andy D. Pimentel
Exploring Multi-core Systems with Lifetime Reliability and Power Consumption Trade-offs. SAMOS (2023)
Ehsan Aghapour, Dolly Sapra, Andy D. Pimentel, Anuj Pathania
PELSI: Power-Efficient Layer-Switched Inference. RTCSA (2023)
Daphnee Chabal, Dolly Sapra, Zoltán Ádám Mann
On Achieving Privacy-Preserving State-of-the-Art Edge Intelligence. CoRR (2023)
Svetlana Minakova, Dolly Sapra, Todor P. Stefanov, Andy D. Pimentel
Scenario Based Run-Time Switching for Adaptive CNN-Based Applications at the Edge. ACM Trans. Embed. Comput. Syst. 21 (2) (2022)
Dolly Sapra, Andy D. Pimentel
Designing convolutional neural networks with constrained evolutionary piecemeal training. Appl. Intell. 52 (15) (2022)
Ehsan Aghapour, Dolly Sapra, Andy D. Pimentel, Anuj Pathania
CPU-GPU Layer-Switched Low Latency CNN Inference. DSD (2022)
Ilja van Ipenburg, Dolly Sapra, Andy D. Pimentel
Exploring Cell-Based Neural Architectures for Embedded Systems. PKDD/ECML Workshops (1) (2021)
Uraz Odyurt, Dolly Sapra, Andy D. Pimentel
The Choice of AI Matters: Alternative Machine Learning Approaches for CPS Anomalies. IEA/AIE (2) (2021)
Dolly Sapra, Andy D. Pimentel
Constrained Evolutionary Piecemeal Training to Design Convolutional Neural Networks. IEA/AIE (2020)
Dolly Sapra, Andy D. Pimentel
Deep Learning Model Reuse and Composition in Knowledge Centric Networking. ICCCN (2020)
Dolly Sapra, Andy D. Pimentel
An evolutionary optimization algorithm for gradually saturating objective functions. GECCO (2020)
Paolo Meloni, Daniela Loi, Paola Busia, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Todor P. Stefanov, Svetlana Minakova, Francesco Conti, Luca Benini, Maura Pintor, Battista Biggio, Bernhard Moser, Natalia Shepeleva, Nikos Fragoulis, Ilias Theodorakopoulos, Michael Masin, Francesca Palumbo
Optimization and deployment of CNNs at the edge: the ALOHA experience. CF (2019)
Paolo Meloni, Daniela Loi, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Maura Pintor, Battista Biggio, Oscar Ripolles, David Solans, Francesco Conti, Luca Benini, Todor P. Stefanov, Svetlana Minakova, Bernhard Moser, Natalia Shepeleva, Michael Masin, Francesca Palumbo, Nikos Fragoulis, Ilias Theodorakopoulos
Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project. ICM (2018)
Paolo Meloni, Daniela Loi, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Bernhard Moser, Natalia Shepeleva, Francesco Conti, Luca Benini, Oscar Ripolles, David Solans, Maura Pintor, Battista Biggio, Todor P. Stefanov, Svetlana Minakova, Nikolaos Fragoulis, Ilias Theodorakopoulos, Michael Masin, Francesca Palumbo
ALOHA: an architectural-aware framework for deep learning at the edge. INTESA@ESWEEK (2018)
Dolly Sapra, Sebastian Altmeyer
Work-in-Progress: Design-Space Exploration of Multi-Core Processors for Safety-Critical Real-Time Systems. RTSS (2017)