Title | Data Sketching for Real Time Analytics: Theory and Practice |
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Synopsis | Explanation of the theory and operation of this new sketch. |
Presenter | Daniel Ting (Tableau Software), Jonathan Malkin (Yahoo), Lee Rhodes (Yahoo) |
Date | Aug 23, 2020 |
Conference | KDD 2020 |
Link | https://datasketches.apache.org/docs/Community/KDD_Tutorial_Summary.html |
Title | Relative Error Streaming Quantiles |
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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 |
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Synopsis | Quick review of Count Distinct, Quantiles, Frequent Items and other sketches. |
Presenter | Lee Rhodes from Yahoo |
Date | June 15, 2020 |
Conference | Spark+AI |
Link | YouTube |
Title | DataSketches, an introduction |
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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) |
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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 |
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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! |
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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 |
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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 |
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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 |
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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 |
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Synopsis | How Druid & DataSketches significantly outperforms ElasticSearch. |
Presenters | Yakir Buskila |
Date | December 6, 2016 |
Conference | DevCon 2016 Tel Aviv |
Link | YouTube |