Seyed Morteza Nabavinejad

21 papers A 2B 2C 1Misc 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2024 — conf
FairCIM: Fair Interference Mitigation by DNN Switching for Latency-Sensitive Inference Jobs.
ACSOS
Seyed Morteza Nabavinejad, Sherief Reda, Tian Guo
2024 B conf
MediatorDNN: Contention Mitigation for Co-Located DNN Inference Jobs.
CLOUD
Seyed Morteza Nabavinejad, Sherief Reda, Tian Guo
2023 J jnl
Mobility-Aware Computation Offloading in Edge Computing Using Machine Learning.
IEEE Trans. Mob. Comput.
Erfan Farhangi Maleki, Lena Mashayekhy, Seyed Morteza Nabavinejad
2023 J jnl
Opportunities of Renewable Energy Powered DNN Inference.
CoRR
Seyed Morteza Nabavinejad, Tian Guo
2023 J jnl
Throughput Maximization of DNN Inference: Batching or Multi-Tenancy?
CoRR
Seyed Morteza Nabavinejad, Masoumeh Ebrahimi, Sherief Reda
2022 J jnl
Coordinated Batching and DVFS for DNN Inference on GPU Accelerators.
IEEE Trans. Parallel Distributed Syst.
Seyed Morteza Nabavinejad, Sherief Reda, Masoumeh Ebrahimi
2022 C conf
Inference Time Reduction of Deep Neural Networks on Embedded Devices: A Case Study.
DSD
Isma-Ilou Sadou, Seyed Morteza Nabavinejad, Zhonghai Lu, Masoumeh Ebrahimi
2021 — conf
BatchSizer: Power-Performance Trade-off for DNN Inference.
ASP-DAC
Seyed Morteza Nabavinejad, Sherief Reda, Masoumeh Ebrahimi
2021 J jnl
BayesTuner: Leveraging Bayesian Optimization For DNN Inference Configuration Selection.
IEEE Comput. Archit. Lett.
Seyed Morteza Nabavinejad, Sherief Reda
2021 J jnl
On the Impact of Device-Level Techniques on Energy-Efficiency of Neural Network Accelerators.
CoRR
Seyed Morteza Nabavinejad, Behzad Salami
2021 J jnl
Profit Maximization of Big Data Jobs in Cloud Using Stochastic Optimization.
IEEE Trans. Cloud Comput.
Seyed Morteza Nabavinejad, Maziar Goudarzi
2020 J jnl
An Overview of Efficient Interconnection Networks for Deep Neural Network Accelerators.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Seyed Morteza Nabavinejad, Mohammad Baharloo, Kun-Chih Chen, Maurizio Palesi, Tim Kogel, Masoumeh Ebrahimi
2020 B conf
ApproxDNN: Incentivizing DNN Approximation in Cloud.
CCGRID
Seyed Morteza Nabavinejad, Lena Mashayekhy, Sherief Reda
2019 J jnl
Coordinated DVFS and Precision Control for Deep Neural Networks.
IEEE Comput. Archit. Lett.
Seyed Morteza Nabavinejad, Hassan Hafez-Kolahi, Sherief Reda
2019 J jnl
Faster MapReduce Computation on Clouds Through Better Performance Estimation.
IEEE Trans. Cloud Comput.
Seyed Morteza Nabavinejad, Maziar Goudarzi
2018 Misc conf
Data locality and VM interference aware mitigation of data skew in hadoop leveraging modern portfolio theory.
SAC
Seyed Morteza Nabavinejad, Maziar Goudarzi
2018 J jnl
MapReduce service provisioning for frequent big data jobs on clouds considering data transfers.
Comput. Electr. Eng.
Seyed Morteza Nabavinejad, Maziar Goudarzi, Saeed Abedi
2018 A conf
QoR-aware power capping for approximate big data processing.
DATE
Seyed Morteza Nabavinejad, Xin Zhan, Reza Azimi, Maziar Goudarzi, Sherief Reda
2016 J jnl
Communication-Awareness for Energy-Efficiency in Datacenters.
Adv. Comput.
Seyed Morteza Nabavinejad, Maziar Goudarzi
2016 A conf
Energy efficiency in cloud-based MapReduce applications through better performance estimation.
DATE
Seyed Morteza Nabavinejad, Maziar Goudarzi
2016 J jnl
The Memory Challenge in Reduce Phase of MapReduce Applications.
IEEE Trans. Big Data
Seyed Morteza Nabavinejad, Maziar Goudarzi, Shirin Mozaffari