World's Best Scientists 2026 revealed!

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Computer Science

D-Index
38
Citations
8375
World Ranking
10054
National Ranking
4236

Overview

Constantine Dovrolis is affiliated with the Georgia Institute of Technology in the United States. Their research focuses on a range of topics at the intersection of computer science and neuroscience, with notable contributions spanning artificial intelligence, cognitive neuroscience, and machine learning applications.

The scientist's work is distributed across the primary fields of Computer Science and Neuroscience, with significant attention to subfields including Artificial Intelligence, Cognitive Neuroscience, Computer Vision and Pattern Recognition, Aging, and Environmental Engineering.

Dovrolis's research interests cover several main topics, such as:

  • Domain Adaptation and Few-Shot Learning
  • Genetics, Aging, and Longevity in Model Organisms
  • Neural dynamics and brain function
  • Sustainability and Ecological Systems Analysis
  • Multimodal Machine Learning Applications
  • Machine Learning and Extreme Learning Machines
  • Advanced Neural Network Applications

Their scholarly output includes papers published in a variety of journals and preprint archives. Frequent publication venues include:

  • arXiv (Cornell University)
  • PLoS Computational Biology
  • Network Neuroscience
  • PLoS ONE
  • bioRxiv (Cold Spring Harbor Laboratory)

Recent publications encompass:

  • "The hourglass organization of the Caenorhabditis elegans connectome," 2020, PLoS Computational Biology
  • "NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks," 2022, arXiv (Cornell University)
  • "Multisensory integration in the mouse cortical connectome using a network diffusion model," 2020, Network Neuroscience
  • "PHEW: Constructing Sparse Networks that Learn Fast and Generalize Well without Training Data," 2020, arXiv (Cornell University)
  • "A weighted network analysis framework for the hourglass effect-And its application in the C. elegans connectome," 2021, PLoS ONE

The scientist has collaborated frequently with several researchers, including Qihang Yao, Kaeser M. Sabrin, Shreyas Malakarjun Patil, Ishaan Batta, and Mustafa Burak Gürbüz.

Best Publications

  • Bandwidth estimation: metrics, measurement techniques, and tools

    R. Prasad;C. Dovrolis;M. Murray;K. Claffy

  • An experimental evaluation of rate-adaptation algorithms in adaptive streaming over HTTP

    Saamer Akhshabi;Ali C. Begen;Constantine Dovrolis

  • What do packet dispersion techniques measure

    C. Dovrolis;P. Ramanathan;D. Moore

  • What happens when HTTP adaptive streaming players compete for bandwidth

    Saamer Akhshabi;Lakshmi Anantakrishnan;Ali C. Begen;Constantine Dovrolis

  • A case for relative differentiated services and the proportional differentiation model

    C. Dovrolis;P. Ramanathan

  • The Internet is flat: modeling the transition from a transit hierarchy to a peering mesh

    Amogh Dhamdhere;Constantine Dovrolis

  • NetDiagnoser: troubleshooting network unreachabilities using end-to-end probes and routing data

    Amogh Dhamdhere;Renata Teixeira;Constantine Dovrolis;Christophe Diot

  • Future Internet architecture: clean-slate versus evolutionary research

    Jennifer Rexford;Constantine Dovrolis

  • Proportional differentiated services, part II: loss rate differentiation and packet dropping

    C. Dovrolis;P. Ramanathann

  • Server-based traffic shaping for stabilizing oscillating adaptive streaming players

    Saamer Akhshabi;Lakshmi Anantakrishnan;Constantine Dovrolis;Ali C. Begen

  • Ten years in the evolution of the internet ecosystem

    Amogh Dhamdhere;Constantine Dovrolis

  • An experimental evaluation of rate-adaptive video players over HTTP

    Saamer Akhshabi;Sethumadhavan Narayanaswamy;Ali C. Begen;Constantine Dovrolis

  • Open issues in router buffer sizing

    Amogh Dhamdhere;Constantine Dovrolis

  • Twelve years in the evolution of the internet ecosystem

    Amogh Dhamdhere;Constantine Dovrolis

  • Buffer sizing for congested Internet links

    A. Dhamdhere;H. Jiang;C. Dovrolis

  • Using peeringDB to understand the peering ecosystem

    Aemen Lodhi;Natalie Larson;Amogh Dhamdhere;Constantine Dovrolis

  • BGP churn evolution: a perspective from the core

    Ahmed Elmokashfi;Amund Kvalbein;Constantine Dovrolis

  • The probe gap model can underestimate the available bandwidth of multihop paths

    Li Lao;Constantine Dovrolis;M. Y. Sanadidi

  • One-click hosting services: a file-sharing hideout

    Demetris Antoniades;Evangelos P. Markatos;Constantine Dovrolis

  • Path selection using available bandwidth estimation in overlay-based video streaming

    Manish Jain;Constantine Dovrolis

Frequent Co-Authors

Annalisa Bracco
Annalisa Bracco Georgia Institute of Technology
Ali C. Begen
Ali C. Begen Özyeğin University
Martijn P. van den Heuvel
Martijn P. van den Heuvel Vrije Universiteit Amsterdam
Parameswaran Ramanathan
Parameswaran Ramanathan University of Wisconsin–Madison
Mostafa H. Ammar
Mostafa H. Ammar Georgia Institute of Technology
Ellen W. Zegura
Ellen W. Zegura Georgia Institute of Technology
Vijay Sivaraman
Vijay Sivaraman University of New South Wales
Athanasios Nenes
Athanasios Nenes École Polytechnique Fédérale de Lausanne
Helen S. Mayberg
Helen S. Mayberg Icahn School of Medicine at Mount Sinai
Jennifer Rexford
Jennifer Rexford Princeton University

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