МЕГАГРАНТЫ

Лаборатория технологий больших данных для проектов в области «МЕГАСАЙНС»

О лаборатории

Наименование проекта Технологии больших данных для проектов в области мегасайнс

Ссылка на сайт лаборатории

№ договора:
14.Z50.31.0024

Наименование ВУЗа:
Национальный исследовательский центр «Курчатовский институт»

Области научных исследований:
компьютерные и информационные науки

Цель проекта:

Создание программных комплексов, технологии и инноваций для обработки больших данных в науке и промышленности.

Задачи проекта:

Исследования и разработки в области обработки и анализа  сверхбольших объемов данных.

 

Ведущий учёный

klimentov 

ФИО: Климентов Алексей Анатольевич

 

Ученые степень и звание:
кандидат физико-математических наук, старший научный сотрудник

Занимаемая должность:

Начальник группы по разработке прикладного программного обеспечения для физических исследований Брукхейвенской Национальной Лаборатории (США), координатор распределенной обработки и анализа данных ATLAS, руководитель группы прикладного математического обеспечения, Департамент Физики BNL

Области научных интересов:

Анализ и моделирование компьютерных процессов: в настоящее время руководит перспективными разработками в новых технологических областях — cloud computing, нереляционные базы данных, методы хранения информации; является координатором проекта распределенных вычислительных систем и обработки данных эксперимента ATLAS.
В проекте участвуют более 100 физиков и специалистов области вычислительной техники из 60 лабораторий и институтов многих стран.

Научное признание: 

Член программных научных советов международных конференций Computing in High Energy Physics CHEP-2012 и CHEP-2013), Nuclear Electronics and Computing (NEC-2011 NEC-2013).
Член советов эксперимента ATLAS по метаданным, вычислительной модели, вычислительным мощностям, один из руководителей ATLAS по вопросам программного обеспечения и компьютингу.
Член комитета при правительстве Австралии по гриди cloud-технологиям.

№ п/п Название журнала Авторы (в порядке, указанном в публикации) Название публикации Год, том, выпуск
1. Physics Letters B Международное сотрудничество ATLAS Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC

2012, Vol. 716,

pp 1-29

2. Journal of Physics: Conference Series D. Golubkov, B. Kersevan, A. Klimentov et al. ATLAS Grid Data Processing: system evolution and scalability 2012, Vol. 396, 032049

3.

European Physics Journal Международное сотрудничество ATLAS Search for double charged Higgs boson in like-sign dilepton final state at √s = 7 TeV with ATLAS detector 2012, Vol. C72 p 2244

4

Astrophysical Journal Aguilar, M.; Alcaraz, J.; Allaby, J.; et al. Isotopic Composition of Light Nuclei in Cosmic Rays: Results from Ams-01 2011, Vol. 736, Issue 2, 105

5

European Physical Journal C Achard, P.; Adriani, O.; Aguilar-Benitez, M.; et al. Test of the tau-model of Bose-Einstein correlations and reconstruction of the source function in hadronic Z-boson decay at LEP 2011, Vol. 71   Issue 5, 1648
6 Journal of Physics: Conference Series Klimentov, A.; Nevski, P.; Potekhin, M.; et al. The ATLAS PanDA Monitoring System and its Evolution 2011, Vol. 331, 072058
7 Journal of Physics: Conference Series Anisenkov, A.; Klimentov, A.; Kuskov, R.; et al. ATLAS Grid Information System 2011, Vol. 331, 072002

8

Astrophysical Journal Aguilar, M.; Alcaraz, J.; Allaby, J.; et al. Relative Composition and Energy Spectra of Light Nuclei in Cosmic Rays. Results from AMS-01

2010, Vol. 724,

pp 329-340

9 Journal of Physics: Conference Series Stewart, G.; Klimentov, A.; Koblitz, B.; et al. Migration of ATLAS PanDA to CERN 2010, Vol. 219, 062028
10 Journal of Instrumentation ATLAS Collaboration The ATLAS Experiment at the CERN Large Hadron Collider 2008, Vol. 3, S08003
11 Astronomy & Astrophysics Achard, P.; Adriani, O.; Aguilar-Benitez, M.; et al. Study of the solar anisotropy of cosmic ray primaries of about 200 GeV energy with the L3+C muon detector.

2008, Vol. 488,

(3), pp 1093-1100

Результаты исследований

 

АвторыНазвание статьиИзданиеГод издания

Опубликованные статьи:

M.V. Golosova, V.A. Aulov, M.A. Grigorieva, A.Y. Kaida on behalf of the ATLAS Collaboration Data Knowledge Base for the ATLAS Collaboration CEUR Workshop Proceedings, Vol. 2267, pp. 486-492 2018
M.A. Titov, M.S. Borodin, D.V. Golubkov, A.A. Klimentov on behalf of the ATLAS Collaboration The ATLAS Production System Predictive Analytics Service: an Approach for Intelligent Task Analysis CEUR Workshop Proceedings, Vol. 2267, pp. 124-128-492 2018
M Golosova, V Aulov, A Kaida Metadata handling for Big Data projects Journal of Physics: Conference Series, Volume 1117, conference 1 2018
Алексей Климентов, Андрей Кирьянов, Андрей Зароченцев Российское озеро научных данных Открытые системы. СУБД. №4, 2018 2018
A Klimentov et al. Machine Learning in High Energy Physics Community White Paper Journal of Physics: Conference Series 1085 (2018) 022008, doi :10.1088/1742-6596/1085/2/022008 2018
M Dunaev, K Zaytsev, M Titov A study of sequential pattern mining algorithms for use in detection of user activity patterns Journal of Theoretical and Applied Information Technology 96, no.13 (2018) pp. 4306–4315 2018
F H Barreiro Megino, M Borodin, D Golubkov, M Grigorieva, M Gubin, A Klimentov, T Korchuganova, T Maeno, S Padolski, M Titov Predictive analytics tools to adjust and monitor performance metrics for the ATLAS Production System Journal of Physics: Conference Series 1085 (2018) 032051 doi :10.1088/1742-6596/1085/3/032051 2018
A Beche, K De, F Delalondre, F Schuermann, A Klimentov, R Mashinistov Supercomputers, Clouds and Grids powered by BigPanDA for Brain studies Journal of Physics: Conference Series 1085 (2018) 032003, doi :10.1088/1742-6596/1085/3/032003 2018
V A Aulov, M V Golosova, M A Grigorieva, A A Klimentov, S Padolski, T Wenaus Data Knowledge Base for HENP Scientific Collaborations Journal of Physics: Conference Series 1085 (2018) 032013, doi :10.1088/1742-6596/1085/3/032013 2018
A Anisenkov, D Drizhuk, W Guan, M Lassnig, P Nilsson, D Oleynik Global heterogeneous resource harvesting: the next-generation PanDA Pilot for ATLAS Journal of Physics: Conference Series 1085 (2018) 032031, doi :10.1088/1742-6596/1085/3/032031 2018
A Alekseev, A Klimentov, T Korchuganova, S Padolski, T Wenaus ATLAS BigPanDA monitoring Journal of Physics: Conference Series 1085 (2018) 032043, doi :10.1088/1742-6596/1085/3/032043 2018
M Titov, G Záruba, K De, A Klimentov, S Jha A study of the applicability of recommender systems for the Production and Distributed Analysis system PanDA of the ATLAS Experiment Journal of Physics: Conference Series 1085 (2018) 042028, doi :10.1088/1742-6596/1085/4/042028 2018
A Y Kaida, M V Golosova, M A Grigorieva and M Y Gubin Development of DKB ETL module in case of data conversion IOP Conf. Series: Journal of Physics: Conf. Series 1015 (2018) 032055 doi :10.1088/1742-6596/1015/3/032055 2018
Dmitry Puzyrkov, Sergey Polyakov, Viktoriia Podryga and Sergey Markizov Concept of a Cloud Service for Data Preparation and Computational Control on Custom HPC Systems in Application to Molecular Dynamics EPJ Web of Conferences 173, 05014 (2018), doi: https://doi.org/10.1051/epjconf/201817305014 2018
F H Barreiro Megino, K De, A Klimentov, T Maeno, P Nilsson, D Oleynik, S Padolski, S Panitkin, T Wenaus on behalf of the ATLAS Collaboration PanDA for ATLAS distributed computing in the next decade IOP Conf. Series: Journal of Physics: Conf. Series 898 (2017) 052002, doi :10.1088/1742-6596/898/5/052002 2017
F H Barreiro, M Borodin, K De, D Golubkov, A Klimentov, T Maeno, R Mashinistov, S Padolski, T Wenaus on behalf of the ATLAS Collaboration The ATLAS Production System Evolution: New Data Processing and Analysis Paradigm for the LHC Run2 and High-Luminosity IOP Conf. Series: Journal of Physics: Conf. Series 898 (2017) 052016, doi :10.1088/1742-6596/898/5/052016 2017
K De, A Klimentov, T Maeno, R Mashinistov, A Novikov, A Poyda, I Tertychnyy and T Wenaus HEP Computing Tools, Grid and Supercomputers for Genome Sequencing Studies IOP Conf. Series: Journal of Physics: Conf. Series 898 (2017) 052018, doi :10.1088/1742-6596/898/5/052018 2017
F Barreiro Megino, K De, S Jha, A Klimentov, T. Maeno, P Nilsson, D Oleynik, S Padolski, S Panitkin, J Wells, T Wenaus on behalf of the ATLAS Collaboration Integration of Titan supercomputer at OLCF with ATLAS Production System IOP Conf. Series: Journal of Physics: Conf. Series 898 (2017) 092002, doi :10.1088/1742-6596/898/9/092002 2017
M.V. Golosova, E.A. Ryabinkin DATA MANAGEMENT IN HETEROGENEOUS METADATA STORAGE AND ACCESS INFRASTRUCTURES CEUR Workshop Proceedings, Vol-2023, urn:nbn:de:0074-2023-0, ISSN 1613-0073 2017
Maria Grigoryeva, Marina Golosova, Alexei Klimentov, Mikhail Borodin, Alexander Alekseev, Igor Tkachenko Indexing of Atlas data management and analysis system metadata CEUR Workshop Proceedings, Vol-2023, urn:nbn:de:0074-2023-0, ISSN 1613-0073 2017
Nikita Belyaev, Alexei Klimentov, Rostislav Konoplich, Dimitrii Krasnopevtsev, Kirill Prokofiev, Vasily Velikhov High performance computing system in the framework of the Higgs boson studies at ATLAS CEUR Workshop Proceedings, Vol-2023, urn:nbn:de:0074-2023-0, ISSN 1613-0073 2017
Mikhail Titov, Maksim Gubin, Alexei Klimentov, Fernando Barreiro Megino, Mikhail Borodin, Dmitry Golubkov Predictive analytics as an essential mechanism for situational awareness at the atlas production system CEUR Workshop Proceedings, Vol-2023, urn:nbn:de:0074-2023-0, ISSN 1613-0073 2017
А. Климентов, Р. Машинистов, А. Пойда От PanDA до мамонта Открытые системы. СУБД, №03 2017
A.Klimentov, M.Grigorieva, A.Kiryanov, A.Zarochentsev BigData and Computing Challenges in High Energy and Nuclear Physics 2017 JINST 12 C06044, DOI: 10.1088/1748-0221/12/06/C06044 2017
M. Aaboud, D. Golubkov, A. Klimentov, D. Krasnopevtsev, R. Mashinistov et al. [ATLAS Collaboration] Performance of the ATLAS Trigger System in 2015 Eur. Phys. J. C (2017) 77:317,DOI: 10.1140/epjc/s10052-017-4852-3 2017
M. Aaboud, D. Golubkov, A. Klimentov, D. Krasnopevtsev, R. Mashinistov et al. [ATLAS Collaboration] Performance of the ATLAS Transition Radiation Tracker in Run 1 of the LHC: tracker properties 2017 JINST 12 P05002, DOI: 10.1088/1748-0221/12/05/P05002 2017
M. Aaboud, D. Golubkov, A. Klimentov, D. Krasnopevtsev, R. Mashinistov et al. [ATLAS Collaboration] Search for dark matter at s√=13s13 TeV in final states containing an energetic photon and large missing transverse momentum with the ATLAS detector Eur. Phys. J. C (2017) 77:393, DOI: 10.1140/epjc/s10052-017-4965-8 2017
D Drizhuk, P Nilsson, W Guan Simplified pilot module development and testing within the ATLAS PanDA Pilot 2.0 Project CEUR Workshop Proceedings, Vol-1787, 2016 2016
V Aulov, D Drizhuk, A Klimentov, A Novikov, A Poyda, E Ryabinkin, R Mashinistov, I Tertychnyi Portal for organization of scientific data processing on heterogeneous computing resources at NRCKI CCEUR Workshop Proceedings, Vol-1787, 2016 2016
V Aulov, D Drizhuk, A Klimentov, A Nedoluzhko, A Novikov, A Poyda, F Sharko, A Teslyuk, R Mashinistov, I Tertychnyi Optimization for bioinformatics genome sequencing pipelines by means of HEP computing tools for grid and supercomputers CEUR Workshop Proceedings, Vol-1787, 2016 2016
A.Zarochentsev, A. Kiryanov, A. Klimentov, D. Krasnopevtsev, and P. Hristov Federated data storage and management infrastructure Journal of Physics: Conference Series, Volume 762, Number 1 2016
M A Grigorieva, M V Golosova, M Y Gubin, A A Klimentov, V V Osipova, E A Ryabinkin Evaluating non-relational storage technology for HEP metadata and meta-data catalog Journal of Physics: Conference Series, Volume 762, Number 1 2016
A Klimentov, K De, S Jha, T Maeno, P Nilsson, D Oleynik, S Panitkin, J Wells and T Wenaus Integration Of PanDA Workload Management System With Supercomputers for ATLAS and Data Intensive Science Journal of Physics: Conference Series, Volume 762, Number 1 2016
Andrey Kiryanov, Andrea Manzi, Oliver Keeble Kipper – a Grid bridge to Identity Federation Proceedings of Science, ISGC, 017, 2016 2016
Аулов В.А., Климентов А.А., Машинистов Р.Ю., Недолужко А.В., Новиков А.М., Пойда А.А., Тертычный И.С., Теслюк А.Б., Шарко Ф.С. Интеграция гетерогенных вычислительных инфраструктур для анализа данных геномного секвенирования Математическая биология и биоинформатика, Том 11, выпуск 2, 2016 год, С. 205-213. doi: 10.17537/2016.11.205 2016
K. De, A. Klimentov, T. Maeno, R. Mashinistov, P. Nilsson, D. Oleynik, S. Panitkin, E. Ryabinkin and T. Wenaus Accelerating Science Impact through Big Data Workflow Management and Supercomputing EPJ Web of Conferences Volume 108, 2016. Mathematical Modeling and Computational Physics (MMCP 2015) 2016
Григорьева М., Голосова М., Рябинкин Е., Климентов А. Экзабайтное хранилище научных данных «Открытые системы», № 04, стр. 14-17 2015
M V Golosova, M A Grigorieva, A A Klimentov, E A Ryabinkin, G Dimitrov and M Potekhin Studies of Big Data metadata segmentation between relational and non-relational databases Journal of Physics: Conference Series, Volume 664, Article Number: 042023, 2015, doi: 10.1088/1742-6596/664/4/042023 2015
A Belyaev, A Berezhnaya, L Betev, P Buncic, K De, D Drizhuk, A Klimentov, Y Lazin, I Lyalin, R Mashinistov, A Novikov, D Oleynik, A Polyakov, A Poyda, E Ryabinkin, A Teslyuk, I Tkachenko and L Yasnopolskiy Integration of Russian Tier-1 Grid Center with High Performance Computers at NRC-KI for LHC experiments and beyond HENP Journal of Physics: Conference Series, Volume 664, Article Number: 092018, 2015, doi: 10.1088/1742-6596/664/9/092018 2015
K. De, A. Klimentov, D. Oleynik, S. Panitkin, A. Petrosyan, J. Schovancova, A. Vaniachine, T. Wenaus Integration of PanDA workload management system with Titan supercomputer at OLCF Journal of Physics: Conference Series, Volume 664, Article Number: 092020, 2015, doi:10.1088/1742-6596/664/9/092020 2015
M Borodin, K De, J Garcia, Navarro, D Golubkov, A Klimentov, T Maeno, A Vaniachine Scaling up ATLAS production system for the LHC Run 2 and beyond: project ProdSys2 Journal of Physics: Conference Series, Volume 664, Article Number: 062005, 2015, doi:10.1088/1742-6596/664/6/ 062005 2015
K De, A Klimentov, T Maeno, P Nilsson, D Oleynik, S Panitkin, A Petrosyan, J Schovancova, A Vaniachine, T Wenaus The future of PanDA in ATLAS distributed computing Journal of Physics: Conference Series, Volume 664, Article Number: 062035, 2015, doi:10.1088/1742-6596/664/6/062035 2015
Fernando Barreiro Megino, Kaushik De, Jose Caballero, John Hover, Alexei Klimentov, Tadashi Maeno, Paul Nilsson, Danila Oleynik, Sergey Padolski, Sergey Panitkin, Artem Petrosyan, Torre Wenaus, on behalf of the ATLAS collaboration PanDA: Evolution and Recent Trends in LHC Computing Procedia Computer Science, Volume 66, Pages 439-447 2015
M. Golosova, M. Grigorieva, A. Klimentov, E. Ryabinkin PanDA Workload Management System Meta-data Segmentation Procedia Computer Science, Volume 66, Pages 448–457, doi: 10.1016/j.procs.2015.11.051 2015
V. Aulov, K. De, D. Drizhuk, A. Klimentov, D. Krasnopevtsev, R. Mashinistov, A. Novikov, D. Oleynik, A. Poyda, E. Ryabinkin, I. Tertychnyy, A. Teslyuk Workload Management Portal for High Energy Physics Applications and Compute Intensive Science Procedia Computer Science, Volume 66, Pages 564-573, doi: 10.1016/j.procs.2015.11.064 2015
Mikhail Borodin, Kaushik De, Jose Garcia Navarro, Dmitry Golubkov, Alexei Klimentov, Tadashi Maeno, David South, Alexandre Vaniachine, on behalf of the ATLAS Collaboration Big Data Processing in the ATLAS Experiment: Use Cases and Experience Procedia Computer Science, Volume 66, Pages 609-618, doi: 10.1016/j.procs.2015.11.069 2015
Кирьянов А., Айлон А., Саличос М., Кибл О. FTS3 – a file transfer service for Grids, HPCs and Clouds PROCEEDINGS OF SCIENCE, (ISGC2015) 028 2015
M Borodin, K De, J Garcia Navarro, D Golubkov, A Klimentov, T Maeno and A Vaniachine (on behalf of the ATLAS Collaboration) Multilevel Workflow System in the ATLAS Experiment. JOURNAL OF PHYSICS: CONFERENCE SERIES 608 (2015) 012015, doi:10.1088/1742-6596/608/1/012015 2015
A Klimentov, P Buncic, K De, S Jha, T Maeno, R Mount, P Nilsson, D Oleynik, S Panitkin, A Petrosyan, R J Porter, K F Read, A Vaniachine, J C Wells and T Wenaus Next Generation Workload Management System For Big Data on Heterogeneous Distributed Computing JOURNAL OF PHYSICS: CONFERENCE SERIES 608 (2015) 012040, doi:10.1088/1742-6596/608/1/012040 2015
Климентов А.А., Голубков Д.В., Машинистов Р.Ю., Краснопевцев Д.В. и др. Search for pairproduced thirdgeneration squarks decaying via charm quarks or in compressed supersymmetric scenarios in pp collisions at root s = 8 TeV with the ATLAS detector PHYSICAL REVIEW D, Volume: 90 Issue: 5 Published: SEP 24 2014, ISSN 1550-7998 2014
Климентов А.А., Машинистов Р.Ю., Голубков Д.В., Краснопевцев Д.В. и др. Flavor tagged timedependent angular analysis of the Bs(0) > J/psi phi decay and extraction of Delta Gamma(s) and the weak phase phi(s) in ATLAS PHYSICAL REVIEW D, Volume: 90 Issue: 5 Article Number: 052007 Published: SEP 23 2014, ISSN 1550-7998 2014
Климентов А.А., Голубков Д.В., Машинистов Р.Ю., Краснопевцев Д.В. и др. Search for highmass dilepton resonances in pp collisions at root s = 8 TeV with the ATLAS detector PHYSICAL REVIEW D, Volume: 90 Issue: 5 Article Number: 052005 Published: SEP 19 2014, ISSN 1550-7998 2014
Климентов А.А., Машинистов Р.Ю., Голубков Д.В., Краснопевцев Д.В. и др. Search for supersymmetry in events with large missing transverse momentum, jets, and at least one tau lepton in 20 fb(1) of root s=8 TeV protonproton collision data with the ATLAS detector JOURNAL OF HIGH ENERGY PHYSICS, Issue: 9 Article Number: 103 Published: SEP 18 2014, ISSN 1029-8479 2014
Климентов А.А., Голубков Д.В., Машинистов Р.Ю., Краснопевцев Д.В. и др. Measurement of the production crosssection of psi(2S) > J/psi(>mu(+)mu()) pi(+) pi() in pp collisions at root s=7 TeV at ATLAS JOURNAL OF HIGH ENERGY PHYSICS, Issue: 9 Pages: 1-49 Published: SEP 12 2014, ISSN 1029-8479 2014
Климентов А.А., Голубков Д.В., Машинистов Р.Ю., Краснопевцев Д.В. и др. Search for new particles in events with one lepton and missing transverse momentum in pp collisions at root s=8 TeV with the ATLAS detector JOURNAL OF HIGH ENERGY PHYSICS, Issue: 9 Article Number: UNSP 037 Published: SEP 5 2014, ISSN 1029-8479 2014
Климентов А.А., Голубков Д.В., Машинистов Р.Ю., Краснопевцев Д.В. и др. Search for supersymmetry in events with four or more leptons in root s=8 TeV pp collisions with the ATLAS detector PHYSICAL REVIEW D, Volume: 90 Issue: 5 Article Number: 052001 Published: SEP 4 2014, ISSN 1550-7998 2014
Климентов А.А., Машинистов Р.Ю., Краснопевцев Д.В., Голубков Д.В. и др. Search for direct pair production of the top squark in allhadronicfinal states in rotonproton collisions at=8 TeV with the ATLAS detector JOURNAL OF HIGH ENERGY PHYSICS, Issue: 9 Article Number: 015 Published: SEP 1 2014, ISSN 1029-8479 2014
Климентов А.А., Голубков Д.В., Машинистов Р.Ю., Краснопевцев Д.В. и др. Lightquark and gluon jet discrimination in collisions at root s=7 TeV with the ATLAS detector EUROPEAN PHYSICAL JOURNAL C, Volume: 74 Issue: 8 Article Number: 3023 Published: AUG 21 2014, ISSN 1434-6052 2014
Климентов А.А., Машинистов Р.Ю., Краснопевцев Д.В., Голубков Д.В. и др. Search for microscopic black holes and string balls in final states with leptons and jets with the ATLAS detector at root s=8 TeV JOURNAL OF HIGH ENERGY PHYSICS, Issue: 8 Article Number: 103 Published: AUG 18 2014, ISSN 1029-8479 2014
Климентов А.А., Голубков Д.В., Машинистов Р.Ю., Краснопевцев Д.В. и др. Measurement of the centrality and pseudorapidity dependence of the integrated elliptic flow in leadlead collisions at root SNN=2.76 TeV with the ATLAS detector EUROPEAN PHYSICAL JOURNAL C, Issue: 8 Article Number: 103 Published: AUG 18 2014, ISSN 1434-6052 2014
Климентов А.А., Голубков Д.В., Машинистов Р.Ю., Краснопевцев Д.В. и др. Measurement of the centrality and pseudorapidity dependence of the integrated elliptic flow in leadlead collisions at root SNN=2.76 TeV with the ATLAS detector EUROPEAN PHYSICAL JOURNAL C, Volume: 74 Issue: 8 Article Number: 2982 Published: AUG 13 2014, ISSN 1434-6052 2014
Климентов А.А., Голубков Д.В., Машинистов Р.Ю., Краснопевцев Д.В. и др. Operation and performance of the ATLAS semiconductor tracker JOURNAL OF INSTRUMENTATION, Volume: 9 Article Number: UNSP P08009 Published: AUG 2014, ISSN 1748-0221 2014
Климентов А.А., Голубков Д.В., Машинистов Р.Ю. и др. Measurement of chi(c1) and chi(c2) production with root s=7 TeV pp collisions at ATLAS JOURNAL OF HIGH ENERGY PHYSICS, Issue: 7 Article Number: 154 Published: JUL 30 2014, ISSN 1029-8479 2014

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