SystemML: Declarative machine learning on MapReduce
MapReduce is emerging as a generic parallel programming paradigm for large clusters of
machines. This trend combined with the growing need to run machine learning (ML) …
machines. This trend combined with the growing need to run machine learning (ML) …
Combinatorial auction-based allocation of virtual machine instances in clouds
Most of the current cloud computing providers allocate virtual machine instances to their
users through fixed-price allocation mechanisms. We argue that combinatorial auction …
users through fixed-price allocation mechanisms. We argue that combinatorial auction …
Cloud computing in e-Science: research challenges and opportunities
Abstract Service-oriented architecture (SOA), workflow, the Semantic Web, and Grid
computing are key enabling information technologies in the development of increasingly …
computing are key enabling information technologies in the development of increasingly …
A combinatorial auction-based mechanism for dynamic VM provisioning and allocation in clouds
Cloud computing providers provision their resources into different types of virtual machine
(VM) instances that are then allocated to the users for specific periods of time. The allocation …
(VM) instances that are then allocated to the users for specific periods of time. The allocation …
Budget-deadline constrained workflow planning for admission control
W Zheng, R Sakellariou - Journal of grid computing, 2013 - Springer
In this paper, we assume an environment with multiple, heterogeneous resources, which
provide services of different capabilities and of a different cost. Users want to make use of …
provide services of different capabilities and of a different cost. Users want to make use of …
Resource pricing and equilibrium allocation policy in cloud computing
F Teng, F Magoules - 2010 10th IEEE International Conference …, 2010 - ieeexplore.ieee.org
Cloud computing is a new emerging computing paradigm that advocates supplying users
everything as a service. Compared with grid computing, the focus of resource management …
everything as a service. Compared with grid computing, the focus of resource management …
Cost–benefit analysis of an SLA mapping approach for defining standardized Cloud computing goods
Due to the large variety in computing resources and, consequently, the large number of
different types of service level agreements (SLAs), computing resource markets face the …
different types of service level agreements (SLAs), computing resource markets face the …
Combinatorial auction-based dynamic vm provisioning and allocation in clouds
Efficient Virtual Machine (VM) provisioning and allocation allows the cloud providers to
effectively utilize their available resources and obtain higher profits. Existing combinatorial …
effectively utilize their available resources and obtain higher profits. Existing combinatorial …
[HTML][HTML] Efficient nash equilibrium resource allocation based on game theory mechanism in cloud computing by using auction
A Nezarat, GH Dastghaibifard - PloS one, 2015 - journals.plos.org
One of the most complex issues in the cloud computing environment is the problem of
resource allocation so that, on one hand, the cloud provider expects the most profitability …
resource allocation so that, on one hand, the cloud provider expects the most profitability …
An online mechanism for dynamic VM provisioning and allocation in clouds
Current cloud computing providers allocate their virtual machine (VM) instances via fixed
price-based or auction-like mechanisms. However, these mechanisms have one limitation …
price-based or auction-like mechanisms. However, these mechanisms have one limitation …