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Soroush Heidari

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Sarma B. K. Vrudhula

> Home > Persons > Soroush Heidari

Publications

2025
[j3]
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Mehdi Ghasemi, Soroush Heidari, Young Geun Kim, Carole-Jean Wu, Sarma B. K. Vrudhula:
Energy-Efficient, Delay-Constrained Edge Computing of a Network of DNNs. IEEE Trans. Computers 74(2): 569-581 (2025)
[c6]
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Soroush Heidari, Mehdi Ghasemi, Sarma Vrudhula:
Uncertainty-Aware RL-Based Scheduling of Multi-DNN Workloads on Edge MPSoCs. SEC 2025: 11:1-11:16
2024
[c5]
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Soroush Heidari, Mehdi Ghasemi, Young Geun Kim, Carole-Jean Wu, Sarma B. K. Vrudhula:
Elastic Execution of Multi-Tenant DNNs on Heterogeneous Edge MPSoCs. SEC 2024: 279-291
[c4]
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Gyudong Kim, Mehdi Ghasemi, Soroush Heidari, Seungryong Kim, Young Geun Kim, Sarma B. K. Vrudhula, Carole-Jean Wu:
HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning. MLSys 2024
[i1]
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  - journals/corr/abs-2403-04207
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Gyudong Kim, Mehdi Ghasemi, Soroush Heidari, Seungryong Kim, Young Geun Kim, Sarma B. K. Vrudhula, Carole-Jean Wu:
HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning. CoRR abs/2403.04207 (2024)
2022
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Soroush Heidari, Mehdi Ghasemi, Young Geun Kim, Carole-Jean Wu, Sarma B. K. Vrudhula:
CAMDNN: Content-Aware Mapping of a Network of Deep Neural Networks on Edge MPSoCs. IEEE Trans. Computers 71(12): 3191-3202 (2022)
2021
[c3]
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Mehdi Ghasemi, Soroush Heidari, Young Geun Kim, Aaron Lamb, Carole-Jean Wu, Sarma B. K. Vrudhula:
Energy-Efficient Mapping for a Network of DNN Models at the Edge. SMARTCOMP 2021: 25-30

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