Reliability and energy efficiency in cloud computing systems: Survey and taxonomy

Y Sharma, B Javadi, W Si, D Sun - Journal of Network and Computer …, 2016 - Elsevier
With the popularity of cloud computing, it has become crucial to provide on-demand services
dynamically according to the user's requirements. Reliability and energy efficiency are two …

[HTML][HTML] Towards efficient resource provisioning in MapReduce

PP Nghiem, SM Figueira - Journal of Parallel and Distributed Computing, 2016 - Elsevier
The paper presents a novel approach and algorithm with mathematical formula for obtaining
the exact optimal number of task resources for any workload running on Hadoop …

Introducing fraudulent energy consumption in cloud infrastructures: A new generation of denial-of-service attacks

M Ficco, F Palmieri - IEEE Systems Journal, 2015 - ieeexplore.ieee.org
Currently, cloud computing is the target business environment for many enterprises and
government organizations. However, despite the huge potential gains that can be achieved …

Slow replica and shared protection: Energy-efficient and reliable task assignment in cloud data centers

Y Fan, C Wang, W Wu, T Znati… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
With the explosive growth in the scale of cloud computing infrastructures, reliability and
energy efficiency have become important concerns considering the great complexity of …

Impact of MapReduce policies on job completion reliability and job energy consumption

JC Lin, FY Leu, Y Chen - IEEE Transactions on Parallel and …, 2014 - ieeexplore.ieee.org
Recently, MapReduce has been widely employed by many companies/organizations to
tackle data-intensive problems over a large-scale MapReduce cluster. To solve …

Analyzing job completion reliability and job energy consumption for a heterogeneous MapReduce cluster under different intermediate-data replication policies

JC Lin, FY Leu, YP Chen - The Journal of Supercomputing, 2015 - Springer
Recently, MapReduce has been a popular distributed programming framework for solving
data-intensive applications. However, a large-scale MapReduce cluster has inevitable …

Best trade-off point on an elbow curve for optimal resource provisioning and performance efficiency

PP Nghiem - US Patent 10,642,652, 2020 - Google Patents
A method, procedure and algorithm are provided for efficient resource provisioning in
Hadoop MapReduce. The crux of the method, procedure and algorithm is not tied to any …

Monitoring Power Usage Effectiveness to Detect Cooling Systems Attacks and Failures in Cloud Data Centers

M Mastroianni, M Ficco, F Palmieri… - … Conference on Emerging …, 2024 - Springer
Abstract Energy-related Denial of Service (DoS) attacks have the potential to impact not only
the quality or availability of services provided by large-scale data center (DC) infrastructures …

Impacts of task re-execution policy on MapReduce jobs

JC Lin, FY Leu, Y Chen - The Computer Journal, 2016 - academic.oup.com
MapReduce is a popular distributed programming framework for large-scale data
processing. To prevent MapReduce jobs from being interrupted by node failures that occur …

Impact of MapReduce task re-execution policy on job completion reliability and job completion time

JC Lin, FY Leu, YP Chen… - 2014 IEEE 28th …, 2014 - ieeexplore.ieee.org
MapReduce has been a worldwide accepted framework for solving data-intensive
applications. To prevent MapReduce jobs from being interrupted by node failures which …