World's Best Scientists 2026 revealed!

Overview

Sergey Melnik is affiliated with Google in the United States and is primarily involved in research within the field of Computer Science. Their recent scholarly contributions include work in areas such as statistical and nonlinear physics, computer networks and communications, artificial intelligence, and electrical and electronic engineering.

The scientist's research spans multiple subfields, with an emphasis on statistical and nonlinear physics, as well as computer networks and communications. Their work frequently addresses topics including opinion dynamics and social influence, complex network analysis techniques, cloud computing and resource management, advanced data storage technologies, distributed and parallel computing systems, integrated energy systems optimization, and process optimization and integration.

Recent publications by Sergey Melnik include the following:

  • Dremel, 2020, Proceedings of the VLDB Endowment
  • Optimisation of energy supply net with a single energy source, 2021, 2021 Third International Sustainability and Resilience Conference: Climate Change
  • METHOD OPTIMIZATION OF SEPARATE SECTIONS IN SUGAR PRODUCTION, 2022, Bulletin of the National Technical University KhPI Series Innovation researches in students' scientific work
  • ЕНЕРГЕТИЧНІ ХАРАКТЕРИСТИКИ ТА ЕНЕРГОСБЕРЕГАЮЧІ ОПЦІІ В СИСТЕМАХ ВИРОБНИЦТВА ЦУКРУ, 2022, International Science Journal of Engineering & Agriculture
  • Dynamics on modular networks with heterogeneous correlations, 2020, UNC Libraries

Sergey Melnik has collaborated frequently with several researchers, including:

  • Володимир Нікульшин
  • Mason A. Porter
  • Peter J. Mucha
  • James P. Gleeson
  • Alla Denysova

The scientist often publishes in venues such as UNC Libraries, International Science Journal of Engineering & Agriculture, Proceedings of the VLDB Endowment, the 2021 Third International Sustainability and Resilience Conference: Climate Change, and the Bulletin of the National Technical University KhPI Series Innovation researches in students' scientific work.

Best Publications

  • Spanner: Google’s Globally Distributed Database

    James C. Corbett;Jeffrey Dean;Michael Epstein;Andrew Fikes

  • Similarity flooding: a versatile graph matching algorithm and its application to schema matching

    S. Melnik;H. Garcia-Molina;E. Rahm

  • The Semantic Web: the roles of XML and RDF

    S. Decker;S. Melnik;F. van Harmelen;D. Fensel

  • Dremel: interactive analysis of web-scale datasets

    Sergey Melnik;Andrey Gubarev;Jing Jing Long;Geoffrey Romer

  • Spanner: Google's globally-distributed database

    James C. Corbett;Jeffrey Dean;Michael Epstein;Andrew Fikes

  • Comparison of Schema Matching Evaluations

    Hong Hai Do;Sergey Melnik;Erhard Rahm

  • Model management 2.0: manipulating richer mappings

    Philip A. Bernstein;Sergey Melnik

  • Rondo: a programming platform for generic model management

    Sergey Melnik;Erhard Rahm;Philip A. Bernstein

  • Building a distributed full-text index for the Web

    Sergey Melink;Sriram Raghavan;Beverly Yang;Hector Garcia-Molina

  • Framework for the semantic Web: an RDF tutorial

    S. Decker;P. Mitra;S. Melnik

  • Industrial-strength schema matching

    Philip A. Bernstein;Sergey Melnik;Michalis Petropoulos;Christoph Quix

  • Compiling mappings to bridge applications and databases

    Sergey Melnik;Atul Adya;Philip A. Bernstein

  • Supporting executable mappings in model management

    Sergey Melnik;Philip A. Bernstein;Alon Halevy;Erhard Rahm

  • Anatomy of the ADO.NET entity framework

    Atul Adya;José A. Blakeley;Sergey Melnik;S. Muralidhar

  • Implementing mapping composition

    Philip A. Bernstein;Todd J. Green;Sergey Melnik;Alan Nash

  • Incremental schema matching

    Philip A. Bernstein;Sergey Melnik;John E. Churchill

  • A mediation infrastructure for digital library services

    Sergey Melnik;Hector Garcia-Molina;Andreas Paepcke

  • Compiling mappings to bridge applications and databases

    Sergey Melnik;Atul Adya;Philip A. Bernstein

  • Adaptive algorithms for set containment joins

    Sergey Melnik;Hector Garcia-Molina

  • The Seattle Report on Database Research

    Daniel Abadi;Anastasia Ailamaki;David Andersen;Peter Bailis

Frequent Co-Authors

Philip A. Bernstein
Philip A. Bernstein Microsoft (United States)
Jeffrey Dean
Jeffrey Dean Google (United States)
Sanjay Ghemawat
Sanjay Ghemawat Google (United States)
Wilson C. Hsieh
Wilson C. Hsieh Google (United States)

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring online degrees is a flexible and accessible way to launch your tech career. An online associate's degree in computer science is a practical starting point, offering foundational knowledge that can lead to further study or entry-level roles in IT.

For many students, affordability is key. Thankfully, the cheapest online college programs deliver quality education at a lower cost, making a computer science degree more attainable without heavy financial strain.

Academic backgrounds vary, and some institutions are more inclusive. You can find online colleges that accept 2.0 gpa, opening doors to students needing a second chance or wishing to pursue their ambitions despite past challenges.

If you’re interested in the intersection of technology and the environment, you might also consider what you can do with an environmental science degree. This field offers diverse pathways in science, policy, and data analysis—often overlapping with computer science skills.

Best Scientists Citing Sergey Melnik

Trending Scientists