"One Size Fits All": An Idea Whose Time Has Come and Gone?

By Jens-Peter Dittrich, Franz Färber, G. Graefe, H. Loeser, Wilfried Reimann, Harald Schöning. Datenbanksysteme für Business, Technologie und Web, 2011

369 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/18e55300f005f4b98d80326a4633fa963230d269

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Ion Stoica
2. Matei A. Zaharia
3. Reynold Xin
4. Scott Shenker
5. A. Ghodsi
6. Joseph E. Gonzalez
7. M. Franklin
8. Michael Armbrust

Citations in the corpus

• The Vertica Analytic Database: C-Store 7 Years Later (2012, background): “Experience has shown that the maintenance cost and additional implementation complexity of maintaining materialized views with aggregation and filter-ing is not practical in real world distributed systems.”
• Apache Spark (2016, background): “Even in the relational database world, the trend has been to move away from “one-size-fits-all” systems.(18) Unfortunately, most big data applications need to combine many different processing types.”
• Parallel data processing with MapReduce: a survey (2012, unknown): “data processing tools that are tailored for such problems [79, 50, 72].”