A Machine Learning Approach for Predicting Execution Time of Spark Jobs

Spark has gained growing attention in the past couple of years as an in-memory cloud computing platform. It supports execution of various types of workloads such as SQL queries and machine learning applications. Currently, many enterprises use Spark to exploit its fast in-memory processing of large...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Alexandria Engineering Journal
المؤلفون الرئيسيون: Sara Mustafa, Iman Elghandour, Mohamed A. Ismail
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Elsevier 2018-12-01
الوصول للمادة أونلاين:http://www.sciencedirect.com/science/article/pii/S1110016818301728