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The farm

Authors :
Alkis Simitsis
Meichun Hsu
Georgia Koutrika
Alejandro Guerrero Gonzalez
Craig Peter Sayers
David Alan Tamez Cantu
Source :
SIGMOD Conference
Publication Year :
2013
Publisher :
ACM, 2013.

Abstract

Even though scripting languages like Pig allow for simpler coding, performing analytics over Big Data using Map-Reduce engines remains challenging. To further assist developers, and support novice users, we offer "The Farm", a catalog of scriptable services supporting creation, discovery, composition, and optimized execution. Each Pig script added to The Farm becomes an executable service, with inputs and outputs defined by relation schemas. Those services are discoverable using natural language search, and composable using a drag-and-drop interface. To support efficient execution, composed services are automatically merged to a single executable script, which can then be run by a growing selection of platform-specific optimizers and interpreters.

Details

Database :
OpenAIRE
Journal :
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Accession number :
edsair.doi...........d597bb057435fc68c8511614f002b503
Full Text :
https://doi.org/10.1145/2463676.2465250