Academic Journal
The Mercury System: Exploiting Truly Fast Hardware for Data Search
| العنوان: | The Mercury System: Exploiting Truly Fast Hardware for Data Search |
|---|---|
| المؤلفون: | Roger D. Chamberlain, Ron K. Cytron, Mark A. Franklin, Ronald S. Indeck |
| المساهمون: | The Pennsylvania State University CiteSeerX Archives |
| المصدر: | http://www.ele.uri.edu/tcca/camera_ready/Franklin_ccfi_snapi03.pdf. |
| سنة النشر: | 2003 |
| المجموعة: | CiteSeerX |
| الوصف: | In many data mining applications, the size of the database is not only extremely large, it is also growing rapidly. Even for relatively simple searches, the time required to move the data off magnetic media, cross the system bus into main memory, copy into processor cache, and then execute code to perform a search is prohibitive. We are building a system in which a significant portion of the data mining task (i.e., the portion that examines the bulk of the raw data) is implemented in fast hardware, close to the magnetic media on which it is stored. Furthermore, this hardware can be replicated allowing mining tasks to be performed in parallel, thus providing further speedup for the overall mining application. In this paper, we describe a general framework under which this can be accomplished and provide initial performance results for a set of applications. |
| نوع الوثيقة: | text |
| وصف الملف: | application/pdf |
| اللغة: | English |
| Relation: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.57.8902; http://www.ele.uri.edu/tcca/camera_ready/Franklin_ccfi_snapi03.pdf |
| الاتاحة: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.57.8902 http://www.ele.uri.edu/tcca/camera_ready/Franklin_ccfi_snapi03.pdf |
| Rights: | Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
| رقم الانضمام: | edsbas.45D9BEA3 |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |