The Workflow Trace Archive: Open-Access Data from Public and Private Computing Infrastructures -- Technical Report
שמור ב:
| הוצא לאור ב: | arXiv.org (Jul 11, 2019), p. n/a |
|---|---|
| מחבר ראשי: | |
| מחברים אחרים: | , , , , , |
| יצא לאור: |
Cornell University Library, arXiv.org
|
| נושאים: | |
| גישה מקוונת: | Citation/Abstract Full text outside of ProQuest |
| תגים: |
אין תגיות, היה/י הראשונ/ה לתייג את הרשומה!
|
MARC
| LEADER | 00000nab a2200000uu 4500 | ||
|---|---|---|---|
| 001 | 2243263728 | ||
| 003 | UK-CbPIL | ||
| 022 | |a 2331-8422 | ||
| 035 | |a 2243263728 | ||
| 045 | 0 | |b d20190711 | |
| 100 | 1 | |a Versluis, Laurens | |
| 245 | 1 | |a The Workflow Trace Archive: Open-Access Data from Public and Private Computing Infrastructures -- Technical Report | |
| 260 | |b Cornell University Library, arXiv.org |c Jul 11, 2019 | ||
| 513 | |a Working Paper | ||
| 520 | 3 | |a Realistic, relevant, and reproducible experiments often need input traces collected from real-world environments. We focus in this work on traces of workflows---common in datacenters, clouds, and HPC infrastructures. We show that the state-of-the-art in using workflow-traces raises important issues: (1) the use of realistic traces is infrequent, and (2) the use of realistic, {\it open-access} traces even more so. Alleviating these issues, we introduce the Workflow Trace Archive (WTA), an open-access archive of workflow traces from diverse computing infrastructures and tooling to parse, validate, and analyze traces. The WTA includes \({>}48\) million workflows captured from \({>}10\) computing infrastructures, representing a broad diversity of trace domains and characteristics. To emphasize the importance of trace diversity, we characterize the WTA contents and analyze in simulation the impact of trace diversity on experiment results. Our results indicate significant differences in characteristics, properties, and workflow structures between workload sources, domains, and fields. | |
| 653 | |a Workload | ||
| 653 | |a Data centers | ||
| 653 | |a Archives & records | ||
| 653 | |a Computation | ||
| 653 | |a Tooling | ||
| 653 | |a Infrastructure | ||
| 653 | |a Domains | ||
| 653 | |a Workflow | ||
| 653 | |a Computer simulation | ||
| 653 | |a Open access | ||
| 700 | 1 | |a Mathá, Roland | |
| 700 | 1 | |a Talluri, Sacheendra | |
| 700 | 1 | |a Hegeman, Tim | |
| 700 | 1 | |a Prodan, Radu | |
| 700 | 1 | |a Deelman, Ewa | |
| 700 | 1 | |a Iosup, Alexandru | |
| 773 | 0 | |t arXiv.org |g (Jul 11, 2019), p. n/a | |
| 786 | 0 | |d ProQuest |t Engineering Database | |
| 856 | 4 | 1 | |3 Citation/Abstract |u https://www.proquest.com/docview/2243263728/abstract/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch |
| 856 | 4 | 0 | |3 Full text outside of ProQuest |u http://arxiv.org/abs/1906.07471 |