Stop Thinking, Just Do!

Sung-Soo Kim's Blog

Research Resources for Approximate Query Processing

tagsTags

19 December 2020


Article Source


Research Resources for Approximate Query Processing

Presentations

Title Relative Error Streaming Quantiles
Synopsis Explanation of the theory and operation of this new sketch.
Presenter Pavel Vesely from CSI Charles Univ, Prague
Date July 16, 2020
Conference WOLA 2020
Link YouTube
Title A Production Quality Sketching Library for the Analysis of Big Data
Synopsis Quick review of Count Distinct, Quantiles, Frequent Items and other sketches.
Presenter Lee Rhodes from Verizon Media (Yahoo)
Date June 15, 2020
Conference Spark+AI
Link YouTube
Title DataSketches, an introduction
Synopsis Quick review of Quantiles, Frequent Items and other sketches.
Presenter Claude Warren from Wipro Systems, Ireland
Date Feb 1 & 2, 2020
Conference FOSDEM 2020
Link Video
Link Slides
Title Counting Unique Users in Real Time: Here’s a Challenge for You! (Part II)
Synopsis ElasticSearch vs Druid & Theta Sketches.
Presenters Yakir Buskilla & Itai Yaffe from Nielsen
Date December 19, 2019
Conference Big Data LDN
Link YouTube
Title Theta Sketches for Fast Approximation on Large Data Sets
Synopsis Short video on how Theta Sketches work.
Presenters Yakir Buskilla & Itai Yaffe from Nielsen
Date December 18, 2019
Conference Imply.io Webinar
Link YouTube
Title Counting Unique Users in Real-Time: Here’s a Challenge for You!
Synopsis Re-architecting our data infrastructure, relying on Druid and ThetaSketch.
Presenters Yakir Buskilla & Itai Yaffe from Nielsen
Date April 22, 2019
Conference DataWorksSummit
Link YouTube
Title DataSketch Based Aggregations and Windowing in a Streaming Query System
Synopsis How Bullet and DataSketches achieve real-time forward analysis.
Presenters Michael Natkovich & Akshai Sarma
Date June 23, 2018
Conference DataWorksSummit
Link YouTube
Title Mergeable Summaries and the Data Sketches Library
Synopsis Suitability of the Data Sketches library to big data processing.
Presenters Edo Liberty and Justin Thaler
Date May 3, 2018
Conference Simons Institute
Link YouTube
Title Data Sketches: A required toolkit for Big Data Analytics
Synopsis Overview of Datasketches project, together with case studies and examples.
Presenters Jon Malkin and Alexander Saydakov
Date February 16, 2017
Conference HUG Meetup
Link YouTube
Title Estimate Set Cardinality using Druid and Datasketches
Synopsis How Druid & DataSketches significantly outperforms ElasticSearch.
Presenters Yakir Buskila
Date December 6, 2016
Conference DevCon 2016 Tel Aviv
Link YouTube

comments powered by Disqus