2 research outputs found
Sustainability-Aware Cloud Computing Using Virtual Carbon Tax
In this paper, a solution for sustainable cloud system is proposed and then
implemented on a real testbed. The solution composes of optimization of a
profit model and introduction of virtual carbon tax to limit environmental
footprint of the cloud. The proposed multi-criteria optimizer of the cloud
system suggests new optimum CPU frequencies for CPU-cores when the local grid
energy mix or the cloud workload changes. The cloud system is implemented on a
blade system, and proper middlewares are developed to interact with the blades.
The experimental results show that it is possible to significantly decrease the
targeted environmental footprint of the system and keep it profitable
A Taxonomy and Future Directions for Sustainable Cloud Computing: 360 Degree View
The cloud computing paradigm offers on-demand services over the Internet and
supports a wide variety of applications. With the recent growth of Internet of
Things (IoT) based applications the usage of cloud services is increasing
exponentially. The next generation of cloud computing must be energy-efficient
and sustainable to fulfil the end-user requirements which are changing
dynamically. Presently, cloud providers are facing challenges to ensure the
energy efficiency and sustainability of their services. The usage of large
number of cloud datacenters increases cost as well as carbon footprints, which
further effects the sustainability of cloud services. In this paper, we propose
a comprehensive taxonomy of sustainable cloud computing. The taxonomy is used
to investigate the existing techniques for sustainability that need careful
attention and investigation as proposed by several academic and industry
groups. Further, the current research on sustainable cloud computing is
organized into several categories: application design, sustainability metrics,
capacity planning, energy management, virtualization, thermal-aware scheduling,
cooling management, renewable energy and waste heat utilization. The existing
techniques have been compared and categorized based on the common
characteristics and properties. A conceptual model for sustainable cloud
computing has been proposed along with discussion on future research
directions.Comment: 68 pages, 38 figures, ACM Computing Surveys, 201