Influence of the VM manager on private cluster data mining system
Fragment książki (Materiały konferencyjne)
MNiSW
10
WOS
| Status: | |
| Autorzy: | Czerwiński Dariusz |
| Wersja dokumentu: | Drukowana | Elektroniczna |
| Arkusze wydawnicze: | 0.5 |
| Język: | angielski |
| Strony: | 47 - 56 |
| Web of Science® Times Cited: | 3 |
| Bazy: | Web of Science | Web of Science Core Collection | SCOPUS | Google Scholar |
| Efekt badań statutowych | NIE |
| Materiał konferencyjny: | TAK |
| Nazwa konferencji: | 22nd International Conference, CN 2015 |
| Termin konferencji: | 23 czerwca 2014 do 27 czerwca 2014 |
| Miasto konferencji: | Brunów |
| Państwo konferencji: | POLSKA |
| Publikacja OA: | NIE |
| Abstrakty: | angielski |
| In this paper the comparative analysis of the impact of the virtual machine manager on the Private Cluster Data Mining System performance was shown. The idea of the research is comparison of the performance of Data Mining System under different VM's and different operating systems. In this article the results obtained in a test environment, based on the Ubuntu Desktop 13.10 x64 used as host OS and Cloudera Hadoop distribution used as personal cluster guest OS, were shown. The main focus of the research is the hypervisor impact on the typical operations in data mining system, such as parallelized calculation, file system operations and the use of CPU resources. |
