On the latency-accuracy tradeoff in approximate MapReduce jobs

"To ensure the scalability of big data analytics, approximate MapReduce platforms emerge to explicitly trade off accuracy for latency. A key step to determine optimal approximation levels is to capture the latency of big data jobs, which is long deemed challenging due to the complex dependency...

Descripción completa

Detalles Bibliográficos
Autores Principales: Pérez, Juan F., Birke R., Chen L.Y.
Formato: Objeto de conferencia (Conference Object)
Lenguaje:Inglés (English)
Publicado: Institute of Electrical and Electronics Engineers Inc. 2017
Materias:
Acceso en línea:https://repository.urosario.edu.co/handle/10336/22862
https://doi.org/10.1109/INFOCOM.2017.8057038