TagsArticle 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 |