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...
Saved in:
| Date: | 2010 |
|---|---|
| Main Authors: | , , |
| Format: | Article |
| Language: | English |
| Published: |
Інститут програмних систем НАН України
2010
|
| Subjects: | |
| Online Access: | https://nasplib.isofts.kiev.ua/handle/123456789/14684 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Journal Title: | Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| Cite this: | 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. |
Institution
Digital Library of Periodicals of National Academy of Sciences of Ukraine| _version_ | 1862577436075491328 |
|---|---|
| author | Mordvinova, Olga Ludwig, Thomas Bartholomä, Christian |
| author_facet | Mordvinova, Olga Ludwig, Thomas Bartholomä, Christian |
| 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. |
| collection | DSpace DC |
| 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.
|
| first_indexed | 2025-11-26T15:27:33Z |
| format | Article |
| fulltext | |
| id | nasplib_isofts_kiev_ua-123456789-14684 |
| institution | Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| issn | 1727-4907 |
| language | English |
| last_indexed | 2025-11-26T15:27:33Z |
| publishDate | 2010 |
| publisher | Інститут програмних систем НАН України |
| record_format | dspace |
| spelling | Mordvinova, Olga Ludwig, Thomas Bartholomä, Christian 2010-12-27T16:59:13Z 2010-12-27T16:59:13Z 2010 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 https://nasplib.isofts.kiev.ua/handle/123456789/14684 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. en Інститут програмних систем НАН України Паралельне програмування. Розподілені системи і мережі I/O benchmarking of data intensive applications Article published earlier |
| spellingShingle | I/O benchmarking of data intensive applications Mordvinova, Olga Ludwig, Thomas Bartholomä, Christian Паралельне програмування. Розподілені системи і мережі |
| title | 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_short | I/O benchmarking of data intensive applications |
| title_sort | i/o benchmarking of data intensive applications |
| topic | Паралельне програмування. Розподілені системи і мережі |
| topic_facet | Паралельне програмування. Розподілені системи і мережі |
| url | https://nasplib.isofts.kiev.ua/handle/123456789/14684 |
| work_keys_str_mv | AT mordvinovaolga iobenchmarkingofdataintensiveapplications AT ludwigthomas iobenchmarkingofdataintensiveapplications AT bartholomachristian iobenchmarkingofdataintensiveapplications |