World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
34
Citations
5037
World Ranking
12168
National Ranking
4944

Overview

Sherief Reda is affiliated with Brown University in the United States and has a research focus spanning multiple core areas within computer science and engineering. Their work encompasses 49 publications in computer science and 43 publications in engineering, with significant contributions in several subfields.

Their subfields of study include:

  • Electrical and Electronic Engineering
  • Artificial Intelligence
  • Hardware and Architecture
  • Molecular Biology
  • Computer Vision and Pattern Recognition

Reda's research prominently addresses topics such as:

  • Parallel Computing and Optimization Techniques
  • Advanced Memory and Neural Computing
  • Advanced biosensing and bioanalysis techniques
  • Advanced Neural Network Applications
  • Low-power high-performance VLSI design
  • Machine Learning and Data Classification
  • IoT and Edge/Fog Computing

Frequent coauthors collaborating with Sherief Reda are:

  • Jacob K. Rosenstein
  • Eunsuk Kim
  • Marina Neseem
  • Kady Oakley
  • Brenda M. Rubenstein

They publish their research in various venues, with the most common being:

  • arXiv (Cornell University)
  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
  • IEEE Design and Test
  • Nature Communications
  • Proceedings of the IEEE

Selected recent papers include:

  • "Approximate Logic Synthesis: A Survey" (2020) - Proceedings of the IEEE
  • "Multicomponent molecular memory" (2020) - Nature Communications
  • "Coordinated Batching and DVFS for DNN Inference on GPU Accelerators" (2022) - IEEE Transactions on Parallel and Distributed Systems
  • "PACT: An Extensible Parallel Thermal Simulator for Emerging Integration and Cooling Technologies" (2021) - IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
  • "Approximate Logic Synthesis Using Boolean Matrix Factorization" (2021) - IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Best Publications

  • Pack & Cap: adaptive DVFS and thread packing under power caps

    Ryan Cochran;Can Hankendi;Ayse K. Coskun;Sherief Reda

  • DRUM: A Dynamic Range Unbiased Multiplier for Approximate Applications

    Soheil Hashemi;R. Iris Bahar;Sherief Reda

  • ABACUS: a technique for automated behavioral synthesis of approximate computing circuits

    Kumud Nepal;Yueting Li;R. Iris Bahar;Sherief Reda

  • Power-aware placement

    Yongseok Cheon;Pei-Hsin Ho;Andrew B. Kahng;Sherief Reda

  • INVITED: Toward an Open-Source Digital Flow: First Learnings from the OpenROAD Project

    Tutu Ajayi;Vidya A. Chhabria;Mateus Fogaca;Soheil Hashemi

  • Novel Techniques for High-Sensitivity Hardware Trojan Detection Using Thermal and Power Maps

    Abdullah Nazma Nowroz;Kangqiao Hu;Farinaz Koushanfar;Sherief Reda

  • Understanding the impact of precision quantization on the accuracy and energy of neural networks

    Soheil Hashemi;Nicholas Anthony;Hokchhay Tann;R. Iris Bahar

  • Architecture and details of a high quality, large-scale analytical placer

    A. B. Kahng;S. Reda;Qinke Wang

  • Reducing Test Application Time Through Test Data Mutation Encoding

    S. Reda;A. Orailoglu

  • Maximizing the Functional Yield of Wafer-to-Wafer 3-D Integration

    S. Reda;G. Smith;L. Smith

  • Thermal monitoring of real processors: techniques for sensor allocation and full characterization

    Abdullah Nazma Nowroz;Ryan Cochran;Sherief Reda

  • Improved Thermal Tracking for Processors Using Hard and Soft Sensor Allocation Techniques

    Sherief Reda;Ryan J Cochran;Abdullah Nazma Nowroz

  • A semi-persistent clustering technique for VLSI circuit placement

    Charles Alpert;Andrew Kahng;Gi-Joon Nam;Sherief Reda

  • Consistent runtime thermal prediction and control through workload phase detection

    Ryan Cochran;Sherief Reda

  • Runtime configurable deep neural networks for energy-accuracy trade-off

    Hokchhay Tann;Soheil Hashemi;R. Iris Bahar;Sherief Reda

  • High-sensitivity hardware trojan detection using multimodal characterization

    Kangqiao Hu;Abdullah Nazma Nowroz;Sherief Reda;Farinaz Koushanfar

  • On legalization of row-based placements

    Andrew B. Kahng;Igor L. Markov;Sherief Reda

  • APlace: a general analytic placement framework

    Andrew B. Kahng;Sherief Reda;Qinke Wang

  • Approximate Logic Synthesis: A Survey

    Ilaria Scarabottolo;Giovanni Ansaloni;George A. Constantinides;Laura Pozzi

  • Spectral techniques for high-resolution thermal characterization with limited sensor data

    Ryan Cochran;Sherief Reda

  • A fast hierarchical quadratic placement algorithm

    Gi-Joon Nam;S. Reda;C.J. Alpert;P.G. Villarrubia

Frequent Co-Authors

Andrew B. Kahng
Andrew B. Kahng University of California, San Diego
R. Iris Bahar
R. Iris Bahar Brown University
Alexander Zelikovsky
Alexander Zelikovsky Georgia State University
Pavel A. Pevzner
Pavel A. Pevzner University of California, San Diego
Adel Belouchrani
Adel Belouchrani Polytechnic School of Algiers
Wayne Burleson
Wayne Burleson University of Massachusetts Amherst
Igor L. Markov
Igor L. Markov Synopsys (United States)
Charles J. Alpert
Charles J. Alpert Cadence Design Systems
Farinaz Koushanfar
Farinaz Koushanfar University of California, San Diego
Wei Huang
Wei Huang Advanced Micro Devices (Canada)

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