Interacting with Large Distributed Datasets using Sketch

Mihai Budiu; Rebecca  Isaacs; Derek  Murray; Gordon Plotkin; Paul  Barham; Samer  Al-Kiswany; Yazan  Boshmaf; Qingzhou  Luo; Alexandr  Andoni

doi:10.2312/pgv.20161180

Interacting with Large Distributed Datasets using Sketch

Mihai Budiu, Rebecca Isaacs, Derek Murray, Gordon Plotkin, Paul Barham, Samer Al-Kiswany, Yazan Boshmaf, Qingzhou Luo, Alexandr Andoni

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We present Sketch, a library and a distributed runtime for building interactive tools for exploring large datasets, distributed across multiple machines. We have built several sophisticated applications using this framework; in this paper we describe a billion-row spreadsheet, and a distributed-systems performance analyzer. Sketch applications allow interactive and responsive exploration of complex distributed datasets, calling effectively to take advantage of large computational resources.

Original language	English
Title of host publication	The 16th Eurographics Symposium on Parallel Graphics and Visualization (EGPGV 2016)
Place of Publication	Groningen, Netherlands
Publisher	Eurographics Association
Number of pages	13
ISBN (Electronic)	978-3-03868-006-2
DOIs	https://doi.org/10.2312/pgv.20161180
Publication status	Published - 7 Jun 2016
Event	16th Eurographics Symposium on Parallel Graphics and Visualization - Groningen, Netherlands Duration: 6 Jun 2016 → 7 Jun 2016 http://egpgv.visus.uni-stuttgart.de/egpgv2016/

Publication series

Name	EGPGV: Eurographics Workshop on Parallel Graphics and Visualization
ISSN (Electronic)	1727-348X

Conference

Conference	16th Eurographics Symposium on Parallel Graphics and Visualization
Abbreviated title	EGPGV'16
Country/Territory	Netherlands
City	Groningen
Period	6/06/16 → 7/06/16
Internet address	http://egpgv.visus.uni-stuttgart.de/egpgv2016/

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sketchAccepted author manuscript, 1.98 MB

http://diglib.eg.org/handle/10.2312/pgv20161180

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Budiu, M., Isaacs, R., Murray, D., Plotkin, G., Barham, P., Al-Kiswany, S., Boshmaf, Y., Luo, Q., & Andoni, A. (2016). Interacting with Large Distributed Datasets using Sketch. In The 16th Eurographics Symposium on Parallel Graphics and Visualization (EGPGV 2016) (EGPGV: Eurographics Workshop on Parallel Graphics and Visualization). Eurographics Association. https://doi.org/10.2312/pgv.20161180

@inproceedings{fce8cede329840538498fa2cc5fa9894,

title = "Interacting with Large Distributed Datasets using Sketch",

abstract = "We present Sketch, a library and a distributed runtime for building interactive tools for exploring large datasets, distributed across multiple machines. We have built several sophisticated applications using this framework; in this paper we describe a billion-row spreadsheet, and a distributed-systems performance analyzer. Sketch applications allow interactive and responsive exploration of complex distributed datasets, calling effectively to take advantage of large computational resources.",

author = "Mihai Budiu and Rebecca Isaacs and Derek Murray and Gordon Plotkin and Paul Barham and Samer Al-Kiswany and Yazan Boshmaf and Qingzhou Luo and Alexandr Andoni",

year = "2016",

month = jun,

day = "7",

doi = "10.2312/pgv.20161180",

language = "English",

series = "EGPGV: Eurographics Workshop on Parallel Graphics and Visualization",

publisher = "Eurographics Association",

booktitle = "The 16th Eurographics Symposium on Parallel Graphics and Visualization (EGPGV 2016)",

note = "16th Eurographics Symposium on Parallel Graphics and Visualization, EGPGV'16 ; Conference date: 06-06-2016 Through 07-06-2016",

url = "http://egpgv.visus.uni-stuttgart.de/egpgv2016/",

}

Budiu, M, Isaacs, R, Murray, D, Plotkin, G, Barham, P, Al-Kiswany, S, Boshmaf, Y, Luo, Q & Andoni, A 2016, Interacting with Large Distributed Datasets using Sketch. in The 16th Eurographics Symposium on Parallel Graphics and Visualization (EGPGV 2016). EGPGV: Eurographics Workshop on Parallel Graphics and Visualization, Eurographics Association, Groningen, Netherlands, 16th Eurographics Symposium on Parallel Graphics and Visualization, Groningen, Netherlands, 6/06/16. https://doi.org/10.2312/pgv.20161180

Interacting with Large Distributed Datasets using Sketch. / Budiu, Mihai; Isaacs, Rebecca ; Murray, Derek et al.
The 16th Eurographics Symposium on Parallel Graphics and Visualization (EGPGV 2016). Groningen, Netherlands: Eurographics Association, 2016. (EGPGV: Eurographics Workshop on Parallel Graphics and Visualization).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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T1 - Interacting with Large Distributed Datasets using Sketch

AU - Budiu, Mihai

AU - Isaacs, Rebecca

AU - Murray, Derek

AU - Plotkin, Gordon

AU - Barham, Paul

AU - Al-Kiswany, Samer

AU - Boshmaf, Yazan

AU - Luo, Qingzhou

AU - Andoni, Alexandr

PY - 2016/6/7

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AB - We present Sketch, a library and a distributed runtime for building interactive tools for exploring large datasets, distributed across multiple machines. We have built several sophisticated applications using this framework; in this paper we describe a billion-row spreadsheet, and a distributed-systems performance analyzer. Sketch applications allow interactive and responsive exploration of complex distributed datasets, calling effectively to take advantage of large computational resources.

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DO - 10.2312/pgv.20161180

M3 - Conference contribution

T3 - EGPGV: Eurographics Workshop on Parallel Graphics and Visualization

BT - The 16th Eurographics Symposium on Parallel Graphics and Visualization (EGPGV 2016)

PB - Eurographics Association

CY - Groningen, Netherlands

T2 - 16th Eurographics Symposium on Parallel Graphics and Visualization

Y2 - 6 June 2016 through 7 June 2016

ER -

Interacting with Large Distributed Datasets using Sketch

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