Combinatorial optimization problems and metaheuristics: Review, challenges, design, and development

F Peres, M Castelli - Applied Sciences, 2021 - mdpi.com
In the past few decades, metaheuristics have demonstrated their suitability in addressing
complex problems over different domains. This success drives the scientific community …

Data dependencies for query optimization: a survey

J Kossmann, T Papenbrock, F Naumann - The VLDB Journal, 2022 - Springer
Effective query optimization is a core feature of any database management system. While
most query optimization techniques make use of simple metadata, such as cardinalities and …

[PDF][PDF] SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning.

J Kossmann, A Kastius, R Schlosser - EDBT, 2022 - openproceedings.org
Well-chosen secondary indexes are highly relevant for database performance. For complex
workloads, current index selection algorithms are either not fast or not highly competitive …

Efficient scalable multi-attribute index selection using recursive strategies

R Schlosser, J Kossmann… - 2019 IEEE 35th …, 2019 - ieeexplore.ieee.org
An efficient selection of indexes is indispensable for database performance. For large
problem instances with hundreds of tables, existing approaches are not suitable: They either …

Robust and budget-constrained encoding configurations for in-memory database systems

M Boissier - Proceedings of the VLDB Endowment, 2021 - dl.acm.org
Data encoding has been applied to database systems for decades as it mitigates bandwidth
bottlenecks and reduces storage requirements. But even in the presence of these …

Cost modelling for optimal data placement in heterogeneous main memory

R Lasch, T Legler, N May, B Scheirle… - Proceedings of the VLDB …, 2022 - dl.acm.org
The cost of DRAM contributes significantly to the operating costs of in-memory database
management systems (IMDBMS). Persistent memory (PMEM) is an alternative type of byte …

[PDF][PDF] Hybrid transactional and analytical processing databases: A systematic literature review

D Hieber, G Grambow - … Conference on Data Analytics: Held at …, 2020 - researchgate.net
Hybrid Transactional and Analytical Processing databases (HTAP, OLxP) are an emerging
sector of databases combining Online Transactional Processing and Online Analytical …

Sahara: Memory footprint reduction of cloud databases with automated table partitioning

M Brendle, N Weber, M Vallyev… - Advances in …, 2022 - madoc.bib.uni-mannheim.de
Enterprises increasingly move their databases into the cloud. As a result, database-as-a-
service providers are challenged to meet the performance guarantees assured in service …

Cost-effective data classification storage through text seasonal features

Z Yuan, X Lv, Y Gong, P Xie, T Yuan, X You - Future Generation Computer …, 2024 - Elsevier
Data classification storage has emerged as an effective strategy, harnessing the diverse
performance attributes of storage devices and orchestrating a harmonious equilibrium …

Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications

K Richly, R Schlosser, M Boissier - Proceedings of the VLDB Endowment, 2022 - dl.acm.org
Based on the performance requirements of modern spatio-temporal data mining
applications, in-memory database systems are often used to store and process the data. To …