Workloads

Applications and Datasets

Application Name	Prefix	Sample Data	Download	Dataset
ads-analytics	ad	ad-clicks.dat	download	KDD Cup 2012 (12GB)
bargain-index	bi	stocks.csv	download	Kaggle Stock Market Dataset of NASDAQ (3GB), Yahoo Finance, Google Finance
click-analytics	ca	click-stream.json		1998 WorldCup (104GB)
fraud-detection	fd	credit-card.dat
linear-road	lr
log-processing	lp	http-server.log		1998 WorldCup (104GB)
machine-outlier	mo	cluster-traces.csv	download	Google Cluster Traces (36GB), Alibaba Machine Usage (8.4GB)
reinforcement-learner	rl
sentiment-analysis	sa			Twitter Streaming
spam-filter	sf	enron.json	download	TREC 2007 (547MB, labeled) SPAM Archive (~1.2GB, spam) Enron Email Dataset (2.6GB, raw) Enron Spam Dataset (50MB, labeled)
spike-detection	sd	sensors.dat		Intel Berkeley Research Lab (150MB)
traffic-monitoring	tm	taxi-traces.csv		Beijing Taxi Traces Shapefile from: https://download.bbbike.org/osm/bbbike/
trending-topics	tt			Twitter Streaming
voipstream	vs
word-count	wc	books.dat	download	Project Gutenberg (~8GB)
smart-grid	sg	smart-grid.csv	download	[DEBS 2014 Grand Challenge] (3.2GB)