Magician w/ MiCADOscale

CPU based scaling on Container & VM level

Magician is a server-app to perform big data social media analysis through data mining. It suffered from irregular CPU bursts which caused the application to fail consequently. Instead of trying to cope this with the allocation of more resources, MiCADOscale performed CPU demand-based scaling on Container and Virtual Machine level. This resulted in a stable and cost-efficient production environment.

scaling metrics CPU loadreduced Total Cost of Ownershipeconomic benefitsincreased margins, optimized operation costsno system failures no downtimes caused by CPU bursts automated expansion systemon going ideal allocation of application resourceshappy customerstable and quicker running systems Magician w/ MiCADOSoftwareMagicianDeveloped byInycomSocial Media Analysis and data miningOpen-Source noserver applicationbottleneckCPU burstsscaling_levelvirtual instancesprogram_typescaleand container

CPU based scaling on Container & VM level

Magician w/ MiCADOscale is an industrial demonstrator of the COLA Project (2016-2019).

The COLA Project – Cloud Orchestration at the Level of Application (COLA) received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 731574.