@proceedings {citation181,
	title = {Chukwa, a large-scale monitoring system},
	journal = {In Cloud Computing and its Applications (CCA {\textquoteright}08)},
	year = {2008},
	month = {10/2008},
	pages = {1-5},
	address = {Chicago, IL},
	abstract = {We describe the design and initial implementation of Chukwa, a data collection, monitoring and analysis system for large clusters. Chukwa is built on top of Hadoop, an open source distributed filesystem and MapReduce implementation. Chukwa trades a few minutes of latency between data collection and availability in order to scale to thousands of nodes and beyond. Chukwa also includes a flexible and powerful toolkit for querying and processing collected data. These tools support a flexible interface for displaying monitoring and analysis results, enabling human decision makers to operate and optimize the clusters being monitored.},
	url = {http://www.cca08.org/papers/Paper-13-Ariel-Rabkin.pdf},
	author = {Jerome Boulon and Andy Konwinski and Runping Qi and Ariel Rabkin and Eric Yang and Mac Yang}
}
