Inhalt des Dokuments
Publications
| Citation key | AlexandrovTM2012 |
|---|---|
| Author | Alexander Alexandrov, Kostas Tzoumas, Volker Markl |
| Pages | 1890-1893 |
| Year | 2012 |
| DOI | 10.14778/2367502.2367530 |
| Journal | Proceedings of the VLDB Endowment |
| Volume | 5 |
| Number | 12 |
| Abstract | The current research focus on Big Data systems calls for a rethinking of data generation methods. The traditional sequential data generation approach is not well suited to large-scale systems as generating a terabyte of data may require days or even weeks depending on the number of constraints imposed on the generated model. We demonstrate Myriad, a new data generation toolkit that enables the specification of semantically rich data generator programs that can scale out linearly in a shared-nothing environment. Data generation programs built on top of Myriad implement an efficient parallel execution strategy leveraged by the extensive use of pseudo-random number generators with random access support. |
Zusatzinformationen / Extras
Quick Access:
Schnellnavigation zur Seite über Nummerneingabe
Auxiliary Functions
- Font size:
