Ural-PDC 2017 Preface This volume contains the papers presented at Ural-PDC 2017: 3rd Ural Work- shop on Parallel, Distributed, and Cloud Computing for Young Scientists (http://ural-pdc.org/2017/) held on October 19, 2017 in Yekaterinburg, Rus- sia. Ural-PDC is jointly organized by the Krasovskii Institute of Mathematics and Mechanics and the Ural Federal University. The aim of the workshop is to build the community of young researchers who work on modern problems in parallel, distributed, cloud computing, and to provide an academic forum that fosters them to share their ideas and results. The key topics of interest are high-performance computing, distributed com- puting, cloud computing, Big Data processing, parallel computing education, and various applications of parallel and distributed computing. We have received 25 submissions, each of which has been reviewed by at least two program committee members. The committee decided to accept 14 papers. Last but not least, we are grateful to our program and organizing committees, who made the workshop possible. October 19, 2017 Andrey Sozykin Yekaterinburg, Russia Dmitry Ustalov Copyright c 2017 for the individual papers by the papers’ authors. Copying per- mitted for private and academic purposes. This volume is published and copyrighted by its editors. The entire volume is available at http://ceur-ws.org/. Table of Contents Parallel Multi-Objective Optimization Method for Finding Complete Set of Weakly Efficient Solutions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 Vladislav Sovrasov An Efficient Implementation of the Transitive Closure Problem on Intel KNL Architecture . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 Ilya Afanasyev Statistics of Software Package Usage in Supercomputer Complexes . . . . . . 20 Pavel Shvets, Vadim Voevodin and Sergey Zhumatiy Verification of BSF Parallel Computational Model . . . . . . . . . . . . . . . . . . . . . 30 Nadezhda Ezhova Experimental Considerations Towards Effective Memory Bandwidth Evaluation on Large-Scale ccNUMA Systems . . . . . . . . . . . . . . . . . . . . . . . . . 40 Pavel Drobintsev, Vsevolod Kotlyarov, Aleksei Levchenko and Eugeniy Petukhov An Effective Implementation Approach for Adapting of HPC Applications 50 Pavel Drobintsev, Vsevolod Kotlyarov, Aleksei Levchenko and Alexey Maslakov Software Development Technology for Homogeneous Computing Environments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 60 Vasily Trishin, Nick Lookin and Alexander Filimonoff Parallel Interpolation in FSI Problems Using Radial Basis Functions and Problem Size Reduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72 Sergey Kopysov, Igor Kuzmin, Alexander Novikov, Nikita Nedozhogin and Leonid Tonkov .NET Library for Seamless Remote Execution of Supercomputing Software 79 Alexander Tsidaev Early Performance Evaluation of Supervised Graph Anomaly Detection Problem Implemented in Apache Spark . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 84 Artem Mazeev, Alexander Semenov, Dmitry Doropheev and Timur Yusubaliev Performance Evaluation of Large Table Association Problem Implemented in Apache Spark on Cluster with Angara Interconnect . . . . . 92 Alexander Agarkov and Alexander Semenov Traffic Forecasting Using PaddlePaddle . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 102 Elena Akimova, Alexander Chernoskutov, Rostislav Kosivets and Alexander Volkanin ii Approaches for Optimization Using Virtual Network Functions in Infrastructure of Virtual Data Center . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 112 Irina Bolodurina and Denis Parfenov Distributed PIV Technology: Network Storage Usage . . . . . . . . . . . . . . . . . . 121 Rodion Stepanov and Andrey Sozykin iii Program Committee Vitalii Berdyshev Krasovskii Institute of Mathematics and Mechanics Alexander Bersenev Krasovskii Institute of Mathematics and Mechanics / Ural Federal University Kirill Borodulin South Ural State University Mikhail Chernoskutov Krasovskii Institute of Mathematics and Mechanics / Ural Federal University Pavel Drobintsev Peter the Great St. Petersburg Polytechnic University Timofey Epanchintsev Krasovskii Institute of Mathematics and Mechanics / Ural Federal University Sergey Gololobov Novosibirsk State University Svyatoslav Khamzin Ural Federal University Yuri A. Kochetov Sobolev Institute of Mathematics Vsevolod Kotlyarov Peter the Great St. Petersburg Polytechnic University Alina Latipova South Ural State University Leonid Popov Krasovskii Institute of Mathematics and Mechanics Sergei Pravdin Krasovskii Institute of Mathematics and Mechanics / Ural Federal University Yaroslav Salii Ural Federal University Alexander Semenov JSC NICEVT Anastasia Shamakina High Performance Computing Center Stuttgart Sergei Sharf Krasovskii Institute of Mathematics and Mechanics Vladislav Shchapov Institute of Continuous Media Mechanics Andrey Sheka Examus Svyatoslav Solodushkin Ural Federal University Andrey Sozykin Krasovskii Institute of Mathematics and Mechanics Olga Ushakova Krasovskii Institute of Mathematics and Mechanics Konstantin Ushenin Ural Federal University Dmitry Ustalov Krasovskii Institute of Mathematics and Mechanics / Ural Federal University Vlada Zhernova South Ural State University Vladimir Zverev Ural Federal University Invited Reviewers Alexander Frolov JSC NICEVT Timur Ismagilov Novosibirsk State University iv Organizing Committee Andrey Sozykin Krasovskii Institute of Mathematics and Mechanics Alexander Bersenev Krasovskii Institute of Mathematics and Mechanics / Ural Federal University Mikhail Chernoskutov Krasovskii Institute of Mathematics and Mechanics / Ural Federal University Timofey Epanchintsev Krasovskii Institute of Mathematics and Mechanics / Ural Federal University Evgeniy Kuklin Krasovskii Institute of Mathematics and Mechanics / Ural Federal University Natalia Neustroeva Krasovskii Institute of Mathematics and Mechanics / Ural Federal University Dmitry Ustalov Krasovskii Institute of Mathematics and Mechanics / Ural Federal University v