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20142025
most citedBARISTA: Efficient and Scalable Serverless Serving System for Deep Learning Prediction Services

71 citations · 110 across the 18 of their papers we have counts for

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6 papers · 1 filter

cs.DC2022

An Automated Deployment and Testing Framework for Resilient Distributed Smart Grid Applications

Purboday Ghosh, Hao Tu, Timothy Krentz +2

Executing distributed cyber-physical software processes on edge devices that maintains the resiliency of the overall system while adhering to resource constraints is quite a challe…

cs.DC2021

Peer-to-Peer Communication Trade-Offs for Smart Grid Applications

Purboday Ghosh, Shashank Shekhar, Yashen Lin +2

Virtual topologies in peer-to-peer networks can reduce the traffic consumed by altering the logical connectivity of peers without altering the underlying network. However, such spa…

cs.DC2020★ 7 cited

Deep-Edge: An Efficient Framework for Deep Learning Model Update on Heterogeneous Edge

Anirban Bhattacharjee, Ajay Dev Chhokra, Hongyang Sun +4

Deep Learning (DL) model-based AI services are increasingly offered in a variety of predictive analytics services such as computer vision, natural language processing, speech recog…

cs.DC2019★ 71 cited

BARISTA: Efficient and Scalable Serverless Serving System for Deep Learning Prediction Services

Anirban Bhattacharjee, Ajay Dev Chhokra, Zhuangwei Kang +3

Pre-trained deep learning models are increasingly being used to offer a variety of compute-intensive predictive analytics services such as fitness tracking, speech and image recogn…

cs.DC2017

DREMS-OS: An Operating System for Managed Distributed Real-time Embedded Systems

Abhishek Dubey, Gabor Karsai, Aniruddha Gokhale +2

Distributed real-time and embedded (DRE) systems executing mixed criticality task sets are increasingly being deployed in mobile and embedded cloud computing platforms, including s…

cs.DC2017★ 18 cited

Distributed and Managed: Research Challenges and Opportunities of the Next Generation Cyber-Physical Systems

Gabor Karsai, Daniel Balasubramanian, Abhishek Dubey +1

Cyber-physical systems increasingly rely on distributed computing platforms where sensing, computing, actuation, and communication resources are shared by a multitude of applicatio…