Cloud computing has been widely utilized to handle the huge volume of data from many
cutting-edge research areas such as Big Data and Internet of Things (IoT). The fast growing …

Cloud computing has profoundly influenced how people receive IT services nowadays. As
the cloud offers more and more services to users, the Quality of Service (QoS) in cloud has …

Presently, data-intensive obstacles signify too common from infinite organizations in diverse
trades have to challenge them in their business performance and computations. It is usually …

Efficient resource management in data centers and clouds running large distributed data
processing frameworks like Hadoop is crucial for enhancing the performance of hosted …

Intercloud is a federated environment of private clusters and public clouds. The performance
of Hadoop could be degraded significantly in intercloud environments. Because previous …

Hadoop is a popular computing framework designed to deliver timely and cost-effective data
processing on a large cluster of commodity machines. It relieves the burden of the …

Cloud computing allows execution and deployment of different types of applications such as
interactive databases or web-based services which require distinctive types of resources …

Nowadays, data-intensive problems are so prevalent that numerous organizations in various
industries have to face them in their business operation. It is often crucial for enterprises to …

Report shows that in many cloud data centers, computing resources are not used efficiently
and thereby cause resource waste. In many cloud nodes, the utilization rate of CPU is only …

Load imbalance is a major source of overhead in Hadoop where the uneven distribution of
input data among tasks can significantly delays the job completion. Running Hadoop in a …