Performance and resource modeling in highly-concurrent OLTP workloads

B Mozafari, C Curino, A Jindal, S Madden - Proceedings of the 2013 acm …, 2013 - dl.acm.org
Database administrators of Online Transaction Processing (OLTP) systems constantly face
difficult questions. For example," What is the maximum throughput I can sustain with my …

[PDF][PDF] DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud.

B Mozafari, C Curino, S Madden - CIDR, 2013 - eecs.umich.edu
Cloud computing is characterized by shared infrastructure and a decoupling between its
operators and tenants. These two characteristics impose new challenges to databases …

Towards elastic multi-tenant database replication with quality of service

FRC Sousa, JC Machado - 2012 IEEE Fifth International …, 2012 - ieeexplore.ieee.org
Database systems serving cloud platforms must handle a large number of applications or
tenants. Multi-tenancy database has been prevalent for hosting multiple tenants within a …

Characterizing tenant behavior for placement and crisis mitigation in multitenant dbmss

AJ Elmore, S Das, A Pucher, D Agrawal… - Proceedings of the …, 2013 - dl.acm.org
A multitenant database management system (DBMS) in the cloud must continuously monitor
the trade-off between efficient resource sharing among multiple application databases …

Workload-aware performance tuning for autonomous dbmss

Z Yan, J Lu, N Chainani, C Lin - 2021 IEEE 37th International …, 2021 - ieeexplore.ieee.org
Optimal configuration is vital for a DataBase Management System (DBMS) to achieve high
performance. There is no one-size-fits-all configuration that works for different workloads …

Packing light: Portable workload performance prediction for the cloud

J Duggan, Y Chi, H Hacigümüş, S Zhu… - 2013 IEEE 29th …, 2013 - ieeexplore.ieee.org
We introduce a new learning-based solution for portable database workload performance
prediction. The current state of the art addresses performance prediction for individual, static …

Towards improvements on the quality of service for multi-tenant RDBMS in the cloud

LO Moreira, VAE Farias, FRC Sousa… - 2014 IEEE 30th …, 2014 - ieeexplore.ieee.org
Cloud computing is a trend of technology aimed at providing on-demand services with
payment based on usage. To improve the use of resources, cloud providers adopt multi …

Configuration of distributed time-critical fieldbus systems

MJ Solvie - Proceedings of 2nd International Workshop on …, 1994 - computer.org
Recently, the advance of cloud computing services has attracted many customers to host
their Internet applications in the cloud. Infrastructure as a Service (IaaS) is on top of these …

Tailoring a COTS group support system for software requirements inspection

M Halling, P Grunbacher, S Biffl - Proceedings 16th Annual …, 2001 - ieeexplore.ieee.org
The inspection of early life-cycle artifacts such as requirement documents promises great
benefits. However, research demonstrates that the inspection process is complex and …

[PDF][PDF] Application of machine learning algorithms for the query performance prediction

M Milicevic, M Baranovic, K Zubrinic - Advances in Electrical and …, 2015 - researchgate.net
This paper analyzes the relationship between the system load/throughput and the query
response time in a real Online transaction processing (OLTP) system environment. Although …