Brownout: Building More Robust Cloud Applications

Forskningsoutput: KonferensbidragKonferenspaper, ej i proceeding/ej förlagsutgivet


title = "Brownout: Building More Robust Cloud Applications",
abstract = "Self-adaptation is a first class concern for cloud applications, which should be able to withstand diverse runtime changes. Variations are simultaneously happening both at the cloud infrastructure level - for example hardware failures - and at the user workload level - flash crowds. However, robustly withstanding extreme variability, requires costly hardware over-provisioning. In this paper, we introduce a self-adaptation programming paradigm called brownout. Using this paradigm, applications can be designed to robustly withstand unpredictable runtime variations, without over-provisioning. The paradigm is based on optional code that can be dynamically deactivated through decisions based on control theory. We modified two popular web application prototypes - RUBiS and RUBBoS - with less than 170 lines of code, to make them brownout-compliant. Experiments show that brownout self-adaptation dramatically improves the ability to withstand flash-crowds and hardware failures.",
author = "Cristian Klein and Martina Maggio and Karl-Erik {\AA}rz{\'e}n and Francisco Hern{\'a}ndez-Rodriguez",
note = "Accepted for publication at ICSE 2014.; 36th International Conference on Software Engineering (ICSE) ; Conference date: 31-05-2014",
year = "2014",
language = "English",