Parallel Large-Scale Graph Processing Workshop

Workshop Agenda

Tuesday, September 22, 2020, 09:00-11:00

Developing a Prototype of High-Performance Graph-Processing Framework for NEC SX-AURORA TSUBASA Vector Architecture [PDF]
Ilya Afanasyev, Vladimir Voevodin, Kazuhiko Komatsu, Hiroaki Kobayashi
Research Computing Center of Moscow State University / Tohoku University, Sendai, Miyagi

Graph Processing System with Multi-level Architecture [PDF]
Mikhail Chernoskutov
Krasovskii Institute of Mathematics and Mechanics Ural Federal University

A Distributed Optimization Algorithm for Balanced Graph Partitioning
Mikhail Sheblaev
Faculty of Space Research Moscow State University

Аlgorithms of Finding Blackholes in Directed Networks [PDF]
Denis Ivanov, Alexander Semenov
Moscow State University / JSC NICEVT

Increasing diversity of data sources (IoT, social media platforms, mobile devices) and importance of the knowledge it provides for government, business, education etc. drives the data analysis technologies and its applications. Alternately an advance in technologies of storage systems, deep learning, high performance interconnect drives these applications for business process automation. In the core of these applications are often graph algorithms, which have to be fast on large volumes of data. These and other related topics will be covered in the Parallel Large-Scale Graph Processing Workshop as a part of Russian Supercomputing Days 2020.

Topics of interest

Topics of interest include, but are not limited to:

  • Applications in high performance computing, big data, and artificial intelligence
  • Graph theory, parallel graph analysis algorithms
  • Tools for large-scale graph processing and artificial intelligence
  • Promising hardware architectures for high performance computing and artificial intelligence

Important dates

  • August 30 – application submission
  • September 7 – author notification

Submission

Please send your application thesis to alxdr.semenov at gmail com.

Thesis should give opportunity for Program Committee to evaluate the application relevance and quality.

Program Committee  

  • Voevodin V. V., Corresponding member of the Russian Academy of Sciences, MSU RCC (co-chair)
  • Simonov A. S., PhD, JSC NICEVT (co-chair)
  • Semenov A. S., PhD, DISLab (JSC NICEVT)
  • Frolov A. S., DISLab (JSC NICEVT)
  • Pozdneev A.V., PhD, IBM
  • Chernoskutov M. A., IMM Ural Dep. of RAS

Contacts

  • Alexander Semenov, DISLab (JSC NICEVT), e-mail: alxdr.semenov at gmail com
  • Alexander Frolov, DISLab (JSC NICEVT), e-mail: alexndr.frolov at gmail com