The Beckman report on database research

D Abadi, R Agrawal, A Ailamaki, M Balazinska… - Communications of the …, 2016 - dl.acm.org
The Beckman report on database research Page 1 92 COMMUNICATIONS OF THE ACM |
FEBRUARY 2016 | VOL. 59 | NO. 2 review articles A GROUP OF database researchers meets …

Automatic database management system tuning through large-scale machine learning

D Van Aken, A Pavlo, GJ Gordon, B Zhang - Proceedings of the 2017 …, 2017 - dl.acm.org
Database management system (DBMS) configuration tuning is an essential aspect of any
data-intensive application effort. But this is historically a difficult task because DBMSs have …

An end-to-end automatic cloud database tuning system using deep reinforcement learning

J Zhang, Y Liu, K Zhou, G Li, Z Xiao, B Cheng… - Proceedings of the …, 2019 - dl.acm.org
Configuration tuning is vital to optimize the performance of database management system
(DBMS). It becomes more tedious and urgent for cloud databases (CDB) due to the diverse …

Bestconfig: tapping the performance potential of systems via automatic configuration tuning

Y Zhu, J Liu, M Guo, Y Bao, W Ma, Z Liu… - Proceedings of the …, 2017 - dl.acm.org
An ever increasing number of configuration parameters are provided to system users. But
many users have used one configuration setting across different workloads, leaving …

[PDF][PDF] Self-Driving Database Management Systems.

A Pavlo, G Angulo, J Arulraj, H Lin, J Lin, L Ma… - CIDR, 2017 - 15721.courses.cs.cmu.edu
In the last two decades, both researchers and vendors have built advisory tools to assist
database administrators (DBAs) in various aspects of system tuning and physical design …

[图书][B] Fundamentos de bases de datos

A Silberschatz, HF Korth, S Sudarshan, FS Pérez… - 2002 - academia.edu
• Bases de datos relacionales (Capítulos 4 al 7). El Capítulo 4 se centra en el lenguaje
relacional orientado al usuario de mayor influencia: SQL. El Capítulo 5 cubre otros dos …

From databases to dataspaces: a new abstraction for information management

M Franklin, A Halevy, D Maier - ACM Sigmod Record, 2005 - dl.acm.org
The development of relational database management systems served to focus the data
management community for decades, with spectacular results. In recent years, however, the …

Making B+-trees cache conscious in main memory

J Rao, KA Ross - Proceedings of the 2000 ACM SIGMOD international …, 2000 - dl.acm.org
Previous research has shown that cache behavior is important for main memory index
structures. Cache conscious index structures such as Cache Sensitive Search Trees (CSS …

Filtering algorithms and implementation for very fast publish/subscribe systems

F Fabret, HA Jacobsen, F Llirbat, J Pereira… - Proceedings of the …, 2001 - dl.acm.org
Publish/Subscribe is the paradigm in which users express long-term interests
(“subscriptions”) and some agent “publishes” events (eg, offers). The job of …

Cache conscious indexing for decision-support in main memory

J Rao, KA Ross - 1998 - academiccommons.columbia.edu
As random access memory gets cheaper, it becomes increasingly affordable to build
computers with large main memories. We consider decision support workloads within the …