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2015
Polato, I., Barbosa, D., Hindle, Abram, Kon, F.
Data centers are notorious energy consumers. In fact, studies have shown that for every $1 spent on hardware in the datacenter, $0.50 is spent on powering this hardware over its lifetime. Data centers host real or virtual (i.e., cloud) clusters that often execute large compute jobs using...
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2016
Polato, I., Barbosa, D., Hindle, Abram, Kon, F.
Apache Hadoop has evolved significantly over the last years, with more than 60 releases bringing new features. By implementing the MapReduce programming paradigm and leveraging HDFS, its distributed file system, Hadoop has become a reliable and fault tolerant middleware for parallel and...
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2020
Pang, C., Hindle, Abram, Barbosa, D.
DevOps stands for Development-Operations. It arises from the IT industry as a movement aligning development and operations teams. DevOps is broadly recognized as an IT standard, and there is high demand for DevOps practitioners in industry. Since ACM & IEEE suggest that undergraduate computer...