[PDF][PDF] Instant Recovery for Main Memory Databases.

I Oukid, W Lehner, T Kissinger, T Willhalm, P Bumbulis - CIDR, 2015 - cidrdb.org
With the emergence of new hardware technologies, new opportunities arise and existing
database architectures have to be rethought to fully exploit them. In particular, recovery …

Automated configuration of NoSQL performance and scalability tactics for data-intensive applications

D Preuveneers, W Joosen - Informatics, 2020 - mdpi.com
This paper presents the architecture, implementation and evaluation of a middleware
support layer for NoSQL storage systems. Our middleware automatically selects …

[PDF][PDF] Just-In-Time Data Structures.

O Kennedy, L Ziarek - CIDR, 2015 - cidrdb.org
Adaptive indexing is a promising alternative to classical offline index optimization. Under
adaptive indexing, index creation and re-organization take place automatically and …

Indexer++ workload-aware online index tuning with transformers and reinforcement learning

V Sharma, C Dyreson - Proceedings of the 37th ACM/SIGAPP …, 2022 - dl.acm.org
With the increasing workload complexity in modern databases, the manual process of index
selection is a challenging task. There is a growing need for a database with an ability to …

Predictive indexing

J Arulraj, R **an, L Ma, A Pavlo - arxiv preprint arxiv:1901.07064, 2019 - arxiv.org
There has been considerable research on automated index tuning in database
management systems (DBMSs). But the majority of these solutions tune the index …

Guest editors' introduction: Special issue on green and energy-efficient cloud computing: Part i

R Bianchini, SU Khan… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The papers in this special section focus on green and energy efficient cloud computing.
Cloud computing has had a huge commercial impact and has attracted the interest of the …

DITune: A Reinforcement Learning Based Framework for Automated Database Index Selection

X Huang, X Gao, G Chen - 2024 18th International Conference …, 2024 - ieeexplore.ieee.org
Index selection is a crucial and essential aspect of database management systems (DBMS)
aiming to optimize performance, and it is also one of the most time-consuming and laborious …

Fluid data structures

D Balakrishnan, L Ziarek, O Kennedy - Proceedings of the 17th ACM …, 2019 - dl.acm.org
Functional (aka immutable) data structures are used extensively in data management
systems. From distributed systems to data persistence, immutability makes complex …

eCope: Workload-aware elastic customization for power efficiency of high-end servers

B Luo, S Wang, W Shi, Y He - IEEE Transactions on Cloud …, 2015 - ieeexplore.ieee.org
Hardware components, especially CPU and memory, have made a lot of progress in terms
of energy efficiency in the last decade. However, it is still far from the ideal energy …

Renovating database applications with dbautoawesome

J Adams, CE Dyreson - … Database Conference, ADC 2018, Gold Coast …, 2018 - Springer
Renovating a database application is the act of significantly reprogramming the application
to meet new needs, extend functionality, or re-design to foster maintainability. It can be costly …