Search Results - subject:"Data Locality"

Load balancing under strict compatibility constraints

Rutten, Daan; Mukherjee, Debankur - In: Mathematics of operations research 48 (2023) 1, pp. 227-256

Persistent link: https://www.econbiz.de/10014312546

A novel approach for improving data locality of MapReduce applications in cloud environment through intelligent data placement

Shabeera, T. P.; Kumar, S. D. Madhu - In: International journal of services technology and … 26 (2020) 4, pp. 323-340

Persistent link: https://www.econbiz.de/10012503582

Hengam a MapReduce-Based Distributed Data Warehouse for Big Data: A MapReduce-Based Distributed Data Warehouse for Big Data

Barkhordari, Mohammadhossein; Niamanesh, Mahdi - In: International Journal of Artificial Life Research (IJALR) 8 (2018) 1, pp. 16-35

data locality. In this article, a MapReduce-based method called Hengam is proposed. In this method, data format unification …

Persistent link: https://www.econbiz.de/10012042921

A Predictive Map Task Scheduler for Optimizing Data Locality in MapReduce Clusters

Merabet, Mohamed; Benslimane, Sidi mohamed; Barhamgi, … - In: International Journal of Grid and High Performance … 10 (2018) 4, pp. 1-14

This article describes how data locality is becoming one of the most critical factors to affect performance of …. Following this, a linear regression model is used for prediction and data locality based algorithm for tasks scheduling. The … experimental results show that the method can greatly improve both data locality and execution time of map tasks. …

Persistent link: https://www.econbiz.de/10012045082

Aras: A Method with Uniform Distributed Dataset to Solve Data Warehouse Problems for Big Data

Barkhordari, Mohammadhossein; Niamanesh, Mahdi - In: International Journal of Distributed Systems and … 8 (2017) 2, pp. 47-60

Because of to the high rate of data growth and the need for data analysis, data warehouse management for big data is an important issue. Single node solutions cannot manage the large amount of information. Information must be distributed over multiple hardware nodes. Nevertheless, data...

Persistent link: https://www.econbiz.de/10012044181