Data-driven performance prediction and resource allocation for cloud services

R Yanggratoke - 2016 - diva-portal.org
Cloud services, which provide online entertainment, enterprise resource management, trip
planning, tax filing, etc., are becoming essential for consumers, businesses, and …

Predicting response times for the spotify backend

R Yanggratoke, G Kreitz, M Goldmann… - 2012 8th international …, 2012 - ieeexplore.ieee.org
We model and evaluate the performance of a distributed key-value storage system that is
part of the Spotify backend. Spotify is an on-demand music streaming service, offering low …

On the performance of the spotify backend

R Yanggratoke, G Kreitz, M Goldmann… - Journal of Network and …, 2015 - Springer
We model and evaluate the performance of a distributed key-value storage system that is
part of the Spotify backend. Spotify is an on-demand music streaming service, offering low …

Autonomous cloud resource provisioning: accounting, allocation, and performance control

EB Lakew - 2015 - diva-portal.org
The emergence of large-scale Internet services coupled with the evolution of computing
technologies such as distributed systems, parallel computing, utility computing, grid, and …

Ensemble: A tool for performance modeling of applications in cloud data centers

J Chen, G Soundararajan, S Ghanbari… - … on Cloud Computing, 2015 - ieeexplore.ieee.org
We introduce Ensemble, a runtime framework and associated tools for building application
performance models on-the-fly. These dynamic performance models can be used to support …

Minimizing resource allocation for cloud-native microservices

R Erdei, L Toka - Journal of Network and Systems Management, 2023 - Springer
With the continuous progress of cloud computing, many microservices and complex multi-
component applications arise for which resource planning is a great challenge. For …

Improving Resource Management in Virtualized Data Centers using Application Performance Models

S Kundu - 2013 - digitalcommons.fiu.edu
The rapid growth of virtualized data centers and cloud hosting services is making the
management of physical resources such as CPU, memory, and I/O bandwidth in data center …

Improving cloud infrastructure utilization through overbooking

L Tomás, J Tordsson - Proceedings of the 2013 ACM Cloud and …, 2013 - dl.acm.org
Despite the potential given by the combination of multi-tenancy and virtualization, resource
utilization in today's data centers is still low. We identify three key characteristics of cloud …

Automatic exploration of datacenter performance regimes

P Bodik, R Griffith, C Sutton, A Fox, MI Jordan… - Proceedings of the 1st …, 2009 - dl.acm.org
Horizontally scalable Internet services present an opportunity to use automatic resource
allocation strategies for system management in the datacenter. In most of the previous work …

[PDF][PDF] Resource allocation strategies in cloud computing

P Sareen, P Kumar, TD Singh - International Journal of …, 2015 - scholar.archive.org
Cloud computing is an attractive computing model since it allows for the provision of
resources on-demand. Such a process of allocation and reallocation of resources is thekey …