In this paper, we reflect on the state of the art of Approximate Query Processing. Although much technical progress has been made in this area of research, ...
May 19, 2017 · As mentioned in the introduction, there are no silver bullets. In- deed, AQP systems based on pre-computed samples focus on a sub- class of SQL ...
This paper reflects on the state of the art of Approximate Query Processing, and discusses two promising avenues to pursue towards integrating Approximates ...
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May 18, 2017 · In this paper, we reflect on the state of the art of Approximate Query Processing. Although much technical progress has been made in this ...
In this paper, we reflect on the state of the art of Approximate Query Processing. Although much technical progress has been made in this area of research, ...
Nov 6, 2018 · Surajit Chaudhuri, Bolin Ding, Srikanth Kandula: Approximate Query Processing: No Silver Bullet. SIGMOD Conference 2017: 511-519.
May 12, 2017 · Sampling is often used for approximate query processing since it is a well-understood general-purpose data reduction technique. Nonetheless, ...
May 9, 2017 · Approximate Query Processing: No Silver Bullet · Approximate Query Engines: Commercial Challenges and Research Opportunities · Approximate Query ...
Different query-plan criteria from traditional query optimization. – Minimize time to acceptable error or error within time constraint.
ABSTRACT. In this report we analyze the use of Approximate Query Processing. (AQP) on GROUP BY queries that compute aggregates on dataset attributes.