Towards predicting query execution time for concurrent and dynamic database workloads

W Wu, Y Chi, H Hacígümüş, JF Naughton - Proceedings of the VLDB …, 2013 - dl.acm.org
Predicting query execution time is crucial for many database management tasks including
admission control, query scheduling, and progress monitoring. While a number of recent …

A data replication strategy with tenant performance and provider economic profit guarantees in Cloud data centers

R Mokadem, A Hameurlain - Journal of Systems and Software, 2020 - Elsevier
Meeting tenant performance requirements through data replication while ensuring an
economic profit is very challenging for cloud providers. For this purpose, we propose a data …

PQR: Predicting query execution times for autonomous workload management

C Gupta, A Mehta, U Dayal - 2008 International Conference on …, 2008 - ieeexplore.ieee.org
Modern enterprise data warehouses have complex workloads that are notoriously difficult to
manage. One of the key pieces to managing workloads is an estimate of how long a query …

Database system performance evaluation models: A survey

R Osman, WJ Knottenbelt - Performance evaluation, 2012 - Elsevier
Considerable research has been conducted into software system performance modelling
leading to various software performance engineering methodologies. Most of these …

Achieving query performance in the cloud via a cost-effective data replication strategy

U Tos, R Mokadem, A Hameurlain, T Ayav - Soft Computing, 2021 - Springer
Meeting performance expectations of tenants without sacrificing economic benefit is a tough
challenge for cloud providers. We propose a data replication strategy to simultaneously …

NARX-based multi-step ahead response time prediction for database servers

P Amani, M Kihl, A Robertsson - 2011 11th International …, 2011 - ieeexplore.ieee.org
Advanced telecommunication applications are often based on a multi-tier architecture, with
application servers and database servers. With a rapidly increasing development of cloud …

Performance modeling of database systems: a survey

A Krajewska - Journal of Telecommunications and Information …, 2018 - jtit.pl
This paper presents a systematic survey of the existing database system performance
evaluation models based on the queueing theory. The continuous evolution of the …

[PDF][PDF] Automated workload management for enterprise data warehouses

A Mehta, C Gupta, S Wang, U Dayal - Bulletin of the IEEE Computer …, 2008 - Citeseer
Modern enterprise data warehouses have complex workloads that are notoriously difficult to
manage. Additionally, RDBMSs have many “knobs” for managing workloads efficiently …

A pilot study of mining association between psychiatric stressors and symptoms in tweets

J Du, Y Zhang, C Tao, H Xu - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Suicide is a significant public health issue, causing huge impacts on individuals as well as
their families. Psychiatric stressors are major suicide risk factors and can profoundly impact …

Data replication in large-scale data management systems

U Tos - 2017 - theses.hal.science
In recent years, growing popularity of large-scale applications, eg scientific experiments,
Internet of things and social networking, led to generation of large volumes of data. The …