Browsing by Author "Dholakia, Ajay"
Big data deployment in containerized infrastructures through the interconnection of network namespaces Sauvanaud, Carla; Dholakia, Ajay; Guitart Fernández, Jordi; Kim, Chulho; Mayes, Peter (2020-01-27)
Open AccessBig Data applications tackle the challenge of fast handling of large streams of data. Their performance is not only dependent on the data frameworks implementation and the underlying hardware but also on the deployment ...
Liu, Peini; Bravo Rocca, Gusseppe Jesus; Guitart Fernández, Jordi; Dholakia, Ajay; Ellison, David; Hodak, Miroslav (Association for Computing Machinery (ACM), 2021)
Open AccessMachine Learning (ML) is more than just training models, the whole life-cycle must be considered. Once deployed, a ML model needs to be constantly managed, supervised and debugged to guarantee its availability, validity ...