Data Science Events
Thursday, February 14, 2019
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Giuliano Casale: Quality-aware DevOps for Cloud and Big data systemsCS101Cloud computing has empowered software and system engineers with the ability to programmatically provision infrastructure resources and platform services upon demand. This feature has led in recent years to a progressive diffusion of novel architectural styles, such as microservices, and to looser boundaries between development and operations teams, fostering a widespread adoption of continuous delivery practices. In parallel to these trends, research on cloud quality-of-service management remains as intense as ever, ranging from auto-scaling controllers to system configuration auto-tuning. In this seminar, I will first review the above trends, discussing their progressive convergence into quality-aware DevOps toolchains. I will then present some of my recent and ongoing research work on open-source DevOps frameworks and underpinning modelling techniques to optimally design and operate Cloud and Big data systems. |