Standard

Deterministic Model for Distributed Speculative Stream Processing. / Kuralenok, Igor E.; Trofimov, Artem; Marshalkin, Nikita; Novikov, Boris.

Advances in Databases and Information Systems - 22nd European Conference, ADBIS 2018, Proceedings. ред. / Andras Benczur; Tomas Horvath; Bernhard Thalheim. Springer Nature, 2018. стр. 233-246 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Том 11019 LNCS).

Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборнике материалов конференциинаучнаяРецензирование

Harvard

Kuralenok, IE, Trofimov, A, Marshalkin, N & Novikov, B 2018, Deterministic Model for Distributed Speculative Stream Processing. в A Benczur, T Horvath & B Thalheim (ред.), Advances in Databases and Information Systems - 22nd European Conference, ADBIS 2018, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Том. 11019 LNCS, Springer Nature, стр. 233-246, 22nd East-European Conference on Advances in Databases and Information Systems, ADBIS 2018, Budapest, Венгрия, 2/09/18. https://doi.org/10.1007/978-3-319-98398-1_16

APA

Kuralenok, I. E., Trofimov, A., Marshalkin, N., & Novikov, B. (2018). Deterministic Model for Distributed Speculative Stream Processing. в A. Benczur, T. Horvath, & B. Thalheim (Ред.), Advances in Databases and Information Systems - 22nd European Conference, ADBIS 2018, Proceedings (стр. 233-246). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Том 11019 LNCS). Springer Nature. https://doi.org/10.1007/978-3-319-98398-1_16

Vancouver

Kuralenok IE, Trofimov A, Marshalkin N, Novikov B. Deterministic Model for Distributed Speculative Stream Processing. в Benczur A, Horvath T, Thalheim B, Редакторы, Advances in Databases and Information Systems - 22nd European Conference, ADBIS 2018, Proceedings. Springer Nature. 2018. стр. 233-246. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-319-98398-1_16

Author

Kuralenok, Igor E. ; Trofimov, Artem ; Marshalkin, Nikita ; Novikov, Boris. / Deterministic Model for Distributed Speculative Stream Processing. Advances in Databases and Information Systems - 22nd European Conference, ADBIS 2018, Proceedings. Редактор / Andras Benczur ; Tomas Horvath ; Bernhard Thalheim. Springer Nature, 2018. стр. 233-246 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

BibTeX

@inproceedings{daed857e1cf0412086c96acb08d41aa6,
title = "Deterministic Model for Distributed Speculative Stream Processing",
abstract = "Users of modern distributed stream processing systems have to choose between non-deterministic computations and high latency due to a need in excessive buffering. We introduce a speculative model based on MapReduce-complete set of operations that allows us to achieve determinism and low-latency. Experiments show that our prototype can outperform existing solutions due to low overhead of optimistic synchronization.",
keywords = "Data streams, Distributed processing, Drifting state",
author = "Kuralenok, {Igor E.} and Artem Trofimov and Nikita Marshalkin and Boris Novikov",
year = "2018",
month = jan,
day = "1",
doi = "10.1007/978-3-319-98398-1_16",
language = "English",
isbn = "9783319983974",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Nature",
pages = "233--246",
editor = "Andras Benczur and Tomas Horvath and Bernhard Thalheim",
booktitle = "Advances in Databases and Information Systems - 22nd European Conference, ADBIS 2018, Proceedings",
address = "Germany",
note = "22nd East-European Conference on Advances in Databases and Information Systems, ADBIS 2018 ; Conference date: 02-09-2018 Through 05-09-2018",

}

RIS

TY - GEN

T1 - Deterministic Model for Distributed Speculative Stream Processing

AU - Kuralenok, Igor E.

AU - Trofimov, Artem

AU - Marshalkin, Nikita

AU - Novikov, Boris

PY - 2018/1/1

Y1 - 2018/1/1

N2 - Users of modern distributed stream processing systems have to choose between non-deterministic computations and high latency due to a need in excessive buffering. We introduce a speculative model based on MapReduce-complete set of operations that allows us to achieve determinism and low-latency. Experiments show that our prototype can outperform existing solutions due to low overhead of optimistic synchronization.

AB - Users of modern distributed stream processing systems have to choose between non-deterministic computations and high latency due to a need in excessive buffering. We introduce a speculative model based on MapReduce-complete set of operations that allows us to achieve determinism and low-latency. Experiments show that our prototype can outperform existing solutions due to low overhead of optimistic synchronization.

KW - Data streams

KW - Distributed processing

KW - Drifting state

UR - http://www.scopus.com/inward/record.url?scp=85051088792&partnerID=8YFLogxK

UR - http://www.mendeley.com/research/deterministic-model-distributed-speculative-stream-processing

U2 - 10.1007/978-3-319-98398-1_16

DO - 10.1007/978-3-319-98398-1_16

M3 - Conference contribution

AN - SCOPUS:85051088792

SN - 9783319983974

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 233

EP - 246

BT - Advances in Databases and Information Systems - 22nd European Conference, ADBIS 2018, Proceedings

A2 - Benczur, Andras

A2 - Horvath, Tomas

A2 - Thalheim, Bernhard

PB - Springer Nature

T2 - 22nd East-European Conference on Advances in Databases and Information Systems, ADBIS 2018

Y2 - 2 September 2018 through 5 September 2018

ER -

ID: 36626901