I/O benchmarking of data intensive applications
Abstract. The increasing computerization of the society over the last decade led to the increased data volumes stored over the world. The need to handle and store these massive amounts of data, arising from diverse sources as scientific records, web pages, or social networks has created a new class...
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| Дата: | 2010 |
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| Автори: | , , |
| Формат: | Стаття |
| Мова: | English |
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Інститут програмних систем НАН України
2010
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| Онлайн доступ: | http://dspace.nbuv.gov.ua/handle/123456789/14684 |
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| Назва журналу: | Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| Цитувати: | I/O benchmarking of data intensive applications/ Mordvinova Olga, Ludwig Thomas, Bartholomä Christian// Пробл. програмув. — 2010. — № 2-3. — С. 107-114. — Бібліогр.: 35 назв. — англ. |
Репозитарії
Digital Library of Periodicals of National Academy of Sciences of Ukraine| id |
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irk-123456789-146842010-12-28T12:03:57Z I/O benchmarking of data intensive applications Mordvinova, Olga Ludwig, Thomas Bartholomä, Christian Паралельне програмування. Розподілені системи і мережі Abstract. The increasing computerization of the society over the last decade led to the increased data volumes stored over the world. The need to handle and store these massive amounts of data, arising from diverse sources as scientific records, web pages, or social networks has created a new class of application – data intensive applications. Usually designed up to the specific application requirements, one of these most challenging questions is choice of the appropriate back-end. The I/O benchmarking tools can easy this decision process. However, despite of its high variety, there is a lack of portable and easily adaptable benchmarks that can correspond to the real application behavior. The programmable I/O benchmark Parabench tries to close this gap. Its input is based on access patterns, which can be adjusted to the application, for which the system is to be used. Our work concentrates on ability of Parabench in mimicking real applications. We describe here its capabilities to handle MPI-I/O and POSIX and present a modeling example of a data intensive application from the field of business intelligence. 2010 Article I/O benchmarking of data intensive applications/ Mordvinova Olga, Ludwig Thomas, Bartholomä Christian// Пробл. програмув. — 2010. — № 2-3. — С. 107-114. — Бібліогр.: 35 назв. — англ. 1727-4907 http://dspace.nbuv.gov.ua/handle/123456789/14684 en Інститут програмних систем НАН України |
| institution |
Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| collection |
DSpace DC |
| language |
English |
| topic |
Паралельне програмування. Розподілені системи і мережі Паралельне програмування. Розподілені системи і мережі |
| spellingShingle |
Паралельне програмування. Розподілені системи і мережі Паралельне програмування. Розподілені системи і мережі Mordvinova, Olga Ludwig, Thomas Bartholomä, Christian I/O benchmarking of data intensive applications |
| description |
Abstract. The increasing computerization of the society over the last decade led to the increased data volumes stored over the world. The need to handle and store these massive amounts of data, arising from diverse sources as scientific records, web pages, or social networks has created a new class of application – data intensive applications. Usually designed up to the specific application requirements, one of these most challenging questions is choice of the appropriate back-end. The I/O benchmarking tools can easy this decision process. However, despite of its high variety, there is a lack of portable and easily adaptable benchmarks that can correspond to the real application behavior. The programmable I/O benchmark Parabench tries to close this gap. Its input is based on access patterns, which can be adjusted to the application, for which the system is to be used. Our work concentrates on ability of Parabench in mimicking real applications. We describe here its capabilities to handle MPI-I/O and POSIX and present a modeling example of a data intensive application from the field of business intelligence. |
| format |
Article |
| author |
Mordvinova, Olga Ludwig, Thomas Bartholomä, Christian |
| author_facet |
Mordvinova, Olga Ludwig, Thomas Bartholomä, Christian |
| author_sort |
Mordvinova, Olga |
| title |
I/O benchmarking of data intensive applications |
| title_short |
I/O benchmarking of data intensive applications |
| title_full |
I/O benchmarking of data intensive applications |
| title_fullStr |
I/O benchmarking of data intensive applications |
| title_full_unstemmed |
I/O benchmarking of data intensive applications |
| title_sort |
i/o benchmarking of data intensive applications |
| publisher |
Інститут програмних систем НАН України |
| publishDate |
2010 |
| topic_facet |
Паралельне програмування. Розподілені системи і мережі |
| url |
http://dspace.nbuv.gov.ua/handle/123456789/14684 |
| citation_txt |
I/O benchmarking of data intensive applications/ Mordvinova Olga, Ludwig Thomas, Bartholomä Christian// Пробл. програмув. — 2010. — № 2-3. — С. 107-114. — Бібліогр.: 35 назв. — англ. |
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AT mordvinovaolga iobenchmarkingofdataintensiveapplications AT ludwigthomas iobenchmarkingofdataintensiveapplications AT bartholomachristian iobenchmarkingofdataintensiveapplications |
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2023-10-18T16:53:29Z |
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2023-10-18T16:53:29Z |
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1796140144576692224 |