Computer (Long Beach, Calif.), 2022-08, Vol.55 (8), p.49-56
2022
Volltextzugriff (PDF)
Details
- Autor(en) / Beteiligte
- Titel
- Benchmarking Data Science: 12 Ways to Lie With Statistics and Performance on Parallel Computers
- Ist Teil von
- Computer (Long Beach, Calif.), 2022-08, Vol.55 (8), p.49-56
- Ort / Verlag
- New York: IEEE
- Erscheinungsjahr
- 2022
- Quelle
- IEEE/IET Electronic Library (IEL)
- Beschreibungen/Notizen
- We humorously discuss 12 fallacies when focusing on compute performance that we have frequently observed in practice. We follow each with a recommendation to mitigate the danger and hope to contribute to good benchmarking etiquette for data science.
- Sprache
- Englisch
- Identifikatoren
- ISSN: 0018-9162eISSN: 1558-0814DOI: 10.1109/MC.2022.3152681Titel-ID: cdi_ieee_primary_9847318
- Format
- –
- Schlagworte
- Benchmark testing, Benchmarks, Data quality, Data science, Parallel computers, Performance evaluation, Statistics