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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. ed. / Andras Benczur; Tomas Horvath; Bernhard Thalheim. Springer Nature, 2018. p. 233-246 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11019 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Kuralenok, IE, Trofimov, A, Marshalkin, N & Novikov, B 2018, Deterministic Model for Distributed Speculative Stream Processing. in A Benczur, T Horvath & B Thalheim (eds), 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), vol. 11019 LNCS, Springer Nature, pp. 233-246, 22nd East-European Conference on Advances in Databases and Information Systems, ADBIS 2018, Budapest, Hungary, 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. In A. Benczur, T. Horvath, & B. Thalheim (Eds.), Advances in Databases and Information Systems - 22nd European Conference, ADBIS 2018, Proceedings (pp. 233-246). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 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. In Benczur A, Horvath T, Thalheim B, editors, Advances in Databases and Information Systems - 22nd European Conference, ADBIS 2018, Proceedings. Springer Nature. 2018. p. 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. editor / Andras Benczur ; Tomas Horvath ; Bernhard Thalheim. Springer Nature, 2018. pp. 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