Survey on prediction models of applications for resources provisioning in cloud

M Amiri, L Mohammad-Khanli - Journal of Network and Computer …, 2017 - Elsevier
According to the dynamic nature of cloud and the rapid growth of the resources demand in it,
the resource provisioning is one of the challenging problems in the cloud environment. The …

Sequoia: Programming the memory hierarchy

K Fatahalian, DR Horn, TJ Knight, L Leem… - Proceedings of the …, 2006 - dl.acm.org
We present Sequoia, a programming language designed to facilitate the development of
memory hierarchy aware parallel programs that remain portable across modern machines …

Cloud analytics for capacity planning and instant VM provisioning

Y Jiang, CS Perng, T Li… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
The popularity of cloud service spurs the increasing demands of virtual resources to the
service vendors. Along with the promising business opportunities, it also brings new …

EXOCHI: architecture and programming environment for a heterogeneous multi-core multithreaded system

PH Wang, JD Collins, GN Chinya, H Jiang… - Proceedings of the 28th …, 2007 - dl.acm.org
Future mainstream microprocessors will likely integrate specialized accelerators, such as
GPUs, onto a single die to achieve better performance and power efficiency. However, it …

Parallel inference for latent dirichlet allocation on graphics processing units

F Yan, N Xu, Y Qi - Advances in neural information …, 2009 - proceedings.neurips.cc
The recent emergence of Graphics Processing Units (GPUs) as general-purpose parallel
computing devices provides us with new opportunities to develop scalable learning methods …

Asap: A self-adaptive prediction system for instant cloud resource demand provisioning

Y Jiang, CS Perng, T Li, R Chang - 2011 IEEE 11th …, 2011 - ieeexplore.ieee.org
The promise of cloud computing is to provide computing resources instantly whenever they
are needed. The state-of-art virtual machine (VM) provisioning technology can provision a …

Flextream: Adaptive compilation of streaming applications for heterogeneous architectures

AH Hormati, Y Choi, M Kudlur… - 2009 18th …, 2009 - ieeexplore.ieee.org
Increasing demand for performance and efficiency has driven the computer industry toward
multicore systems. These systems have become the industry standard in almost all …

A sequential pattern mining model for application workload prediction in cloud environment

M Amiri, L Mohammad-Khanli, R Mirandola - Journal of Network and …, 2018 - Elsevier
The resource provisioning is one of the challenging problems in the cloud environment. The
resources should be allocated dynamically according to the demand changes of the …

[BOOK][B] Design of cost-efficient interconnect processing units: Spidergon STNoC

M Coppola, MD Grammatikakis, R Locatelli… - 2020 - taylorfrancis.com
Streamlined Design Solutions Specifically for NoCTo solve critical network-on-chip (NoC)
architecture and design problems related to structure, performance and modularity …

Stream programming on general-purpose processors

J Gummaraju, M Rosenblum - 38th Annual IEEE/ACM …, 2005 - ieeexplore.ieee.org
In this paper we investigate map** stream programs (ie, programs written in a streaming
style for streaming architectures such as Imagine and Raw) onto a general-purpose CPU …