Paper Info
Title
The farm: where pig scripts are bred and raised
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.
Year
DOI
Venue
2013
10.1145/2463676.2465250
SIGMOD Conference
Keywords
Field
DocType
big data,optimized execution,single executable script,natural language search,map-reduce engine,executable service,pig script,efficient execution,drag-and-drop interface,support novice user,composition,natural language,cloud services,analytics
Data mining,Programming language,Computer science,Natural language user interface,Interpreter,Natural language,Analytics,Big data,Database,Executable,Scripting language,Cloud computing
Conference
Citations 
PageRank 
References 
0
0.34
4
Authors
6
Name
Order
Citations
PageRank
Craig Sayers1122.43
Alkis Simitsis2166594.62
Georgia Koutrika3150590.77
Alejandro Guerrero Gonzalez400.34
David Tamez Cantu500.34
Meichun Hsu63437778.34