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In this paper we present a novel disk-based distributed column-store, describe its architecture and discuss a number of technical solutions. Our system is essentially a query engine which was written completely from scratch. It is aimed for shared-nothing environments and supports different forms of parallel query processing. Query processing in PosDB is organized according to the classic Volcano pull-based model which is adapted for the column-store case. Currently, we support late materialization only, and therefore employ a join index data structure to represent positional information. In our system query plan can consist of both positional and value operators. PosDB has about a dozen of core operators among which several variants of selections and joins, aggregation. We also have several operators that ensure intra-query parallelism and operators for network interoperability. In its current state the system is fully capable of processing the Star Schema Benchmark in a local and distributed environment.
Язык оригинала | английский |
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Название основной публикации | Perspectives of System Informatics - 11th International Andrei P. Ershov Informatics Conference, PSI 2017, Revised Selected Papers |
Редакторы | Alexander K. Petrenko, Andrei Voronkov |
Издатель | Springer Nature |
Страницы | 88-94 |
Число страниц | 7 |
ISBN (печатное издание) | 9783319743127 |
DOI | |
Состояние | Опубликовано - 1 янв 2018 |
Событие | 11th International Andrei Ershov Memorial Conference on Perspectives of System Informatics, PSI 2017 - Moscow, Российская Федерация Продолжительность: 27 июн 2017 → 29 июн 2017 |
Название | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
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Том | 10742 LNCS |
ISSN (печатное издание) | 0302-9743 |
ISSN (электронное издание) | 1611-3349 |
конференция | 11th International Andrei Ershov Memorial Conference on Perspectives of System Informatics, PSI 2017 |
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Страна/Tерритория | Российская Федерация |
Город | Moscow |
Период | 27/06/17 → 29/06/17 |
ID: 35272725