Dolly Sapra

22 papers A 3B 2C 2Misc 1Journal 6Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
COLIBRI: Optimizing Multi-party Secure Neural Network Inference Time for Transformers.
SEC (1)
Daphnee Chabal, Tim Müller, Eloise Zhang, Dolly Sapra, Cees de Laat, Zoltán Ádám Mann
2025 Misc conf
Elastoformer: Enabling Dynamic Adaptivity via Elastic Model Transformation.
SEC
Sudaksh Kalra, Dolly Sapra
2025 J jnl
Rethinking Computing Systems in the Era of Climate Crisis: A Call for a Sustainable Computing Continuum.
IEEE Internet Comput.
Ella Peltonen, Suzan Bayhan, David Bermbach, Sebastian Buschjäger, Victoria Degeler, Aaron Yi Ding, Özlem Durmaz Incel, Dewant Katare, Mikkel Baun Kjærgaard, Sam Leroux, Toktam Mahmoodi, Zoltán Ádám Mann, Nirvana Meratnia, Andy D. Pimentel, Jan S. Rellermeyer, Etienne Rivière, Dolly Sapra, Gürkan Solmaz, Bram van der Waaij
2025 J jnl
Towards Adaptive Deep Learning: Model Elasticity via Prune-and-Grow CNN Architectures.
CoRR
Pooja Mangal, Sudaksh Kalra, Dolly Sapra
2024 J jnl
ARM-CO-UP: ARM COoperative Utilization of Processors.
ACM Trans. Design Autom. Electr. Syst.
Ehsan Aghapour, Dolly Sapra, Andy D. Pimentel, Anuj Pathania
2024 — conf
FAA+RTS: Designing Fault-Aware Adaptive Real-Time Systems - From Specification to Execution -.
SAMOS
Lukas Miedema, Dolly Sapra, Petr Novobilsky, Sebastian Altmeyer, Clemens Grelck, Andy D. Pimentel
2024 A conf
PiQi: Partially Quantized DNN Inference on HMPSoCs.
ISLPED
Ehsan Aghapour, Yixian Shen, Dolly Sapra, Andy D. Pimentel, Anuj Pathania
2023 — conf
Exploring Multi-core Systems with Lifetime Reliability and Power Consumption Trade-offs.
SAMOS
Dolly Sapra, Andy D. Pimentel
2023 J jnl
On Achieving Privacy-Preserving State-of-the-Art Edge Intelligence.
CoRR
Daphnee Chabal, Dolly Sapra, Zoltán Ádám Mann
2023 B conf
PELSI: Power-Efficient Layer-Switched Inference.
RTCSA
Ehsan Aghapour, Dolly Sapra, Andy D. Pimentel, Anuj Pathania
2022 C conf
CPU-GPU Layer-Switched Low Latency CNN Inference.
DSD
Ehsan Aghapour, Dolly Sapra, Andy D. Pimentel, Anuj Pathania
2022 J jnl
Designing convolutional neural networks with constrained evolutionary piecemeal training.
Appl. Intell.
Dolly Sapra, Andy D. Pimentel
2022 J jnl
Scenario Based Run-Time Switching for Adaptive CNN-Based Applications at the Edge.
ACM Trans. Embed. Comput. Syst.
Svetlana Minakova, Dolly Sapra, Todor P. Stefanov, Andy D. Pimentel
2021 — conf
Exploring Cell-Based Neural Architectures for Embedded Systems.
PKDD/ECML Workshops (1)
Ilja van Ipenburg, Dolly Sapra, Andy D. Pimentel
2021 — conf
The Choice of AI Matters: Alternative Machine Learning Approaches for CPS Anomalies.
IEA/AIE (2)
Uraz Odyurt, Dolly Sapra, Andy D. Pimentel
2020 A conf
An evolutionary optimization algorithm for gradually saturating objective functions.
GECCO
Dolly Sapra, Andy D. Pimentel
2020 C conf
Constrained Evolutionary Piecemeal Training to Design Convolutional Neural Networks.
IEA/AIE
Dolly Sapra, Andy D. Pimentel
2020 B conf
Deep Learning Model Reuse and Composition in Knowledge Centric Networking.
ICCCN
Dolly Sapra, Andy D. Pimentel
2019 — conf
Optimization and deployment of CNNs at the edge: the ALOHA experience.
CF
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
2018 — conf
ALOHA: an architectural-aware framework for deep learning at the edge.
INTESA@ESWEEK
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
2018 — conf
Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project.
ICM
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
2017 A conf
Work-in-Progress: Design-Space Exploration of Multi-Core Processors for Safety-Critical Real-Time Systems.
RTSS
Dolly Sapra, Sebastian Altmeyer