Enhancing performance of IoT applications with load prediction and cloud elasticity

R da Rosa Righi, E Correa, MM Gomes… - Future Generation …, 2020 - Elsevier
Elasticity is one of the most important services of cloud computing, referring to the ability to
add or remove resources according to the needs of the application or service. In particular to …

[PDF][PDF] A survey on cloud migration strategies for high performance computing

S Kehrer, W Blochinger - … of the 13th …, 2019 - publikationen.reutlingen-university …
The cloud evolved into an attractive execution environment for parallel applications from the
High Performance Computing (HPC) domain. Existing research recognized that parallel …

Elastic parallel systems for high performance cloud computing: state-of-the-art and future directions

S Kehrer, W Blochinger - Parallel processing letters, 2019 - World Scientific
With on-demand access to compute resources, pay-per-use, and elasticity, the cloud
evolved into an attractive execution environment for High Performance Computing (HPC) …

Equilibrium: an elasticity controller for parallel tree search in the cloud

S Kehrer, W Blochinger - The Journal of Supercomputing, 2020 - Springer
Elasticity is considered to be the most beneficial characteristic of cloud environments, which
distinguishes the cloud from clusters and grids. Whereas elasticity has become mainstream …

Cost-efficient parallel processing of irregularly structured problems in cloud computing environments

J Haussmann, W Blochinger, W Kuechlin - Cluster Computing, 2019 - Springer
In this paper, we deal with optimizing the monetary costs of executing parallel applications in
cloud-based environments. Specifically, we investigate on how scalability characteristics of …

[PDF][PDF] Towards Combining Reactive and Proactive Cloud Elasticity on Running HPC Applications.

VF Rodrigues, R da Rosa Righi, CA Da Costa… - …, 2018 - pdfs.semanticscholar.org
The elasticity feature of cloud computing has been proved as pertinent for parallel
applications, since users do not need to take care about the best choice for the number of …

Towards providing middleware-level proactive resource reorganisation for elastic HPC applications in the cloud

R da Rosa Righi, VF Rodrigues… - … Journal of Grid …, 2019 - inderscienceonline.com
Elasticity is one of the most important features of cloud computing, referring to the ability to
add or remove resources according to the needs of the application or service. Particularly for …

A new transparent cloud-based model for sharing medical images with data compression and proactive resource elasticity

TRL Lopes, IFD Nardin, CAD Costa… - … Journal of Electronic …, 2022 - inderscienceonline.com
Telemedicine and remote diagnosis are yet challenging because nowadays we do not have
scalable and standard solutions for sharing DICOM images across different hospitals …

[PDF][PDF] The Hybrid World of HPC and Cloud

D Gupta, NK Miryala - researchgate.net
Oracle Cloud Infrastructure (OCI) stands out as a premier cloud solution, offering the latest
technology and diverse hardware options tailored for every workload. Renowned for …

Elastic execution of machine learning workloads using application based profiling

L Fong, SR Seelam, G Venkataraman, D Saha… - US Patent …, 2022 - Google Patents
Embodiments relate to a system, program product, and method for supporting elastic
execution of a machine learning (ML) workload using application based profiling. A joint …