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Maximizing persistent memory bandwidth utilization for OLAP workloads
Modern database systems for online analytical processing (OLAP) typically rely on in-
memory processing. Kee** all active data in DRAM severely limits the data capacity and …
memory processing. Kee** all active data in DRAM severely limits the data capacity and …
Data dependencies for query optimization: a survey
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 …
most query optimization techniques make use of simple metadata, such as cardinalities and …
Quantifying TPC-H choke points and their optimizations
TPC-H continues to be the most widely used benchmark for relational OLAP systems. It
poses a number of challenges, also known as" choke points", which database systems have …
poses a number of challenges, also known as" choke points", which database systems have …
Self-tuning Database Systems: A Systematic Literature Review of Automatic Database Schema Design and Tuning
Self-tuning is a feature of autonomic databases that includes the problem of automatic
schema design. It aims at providing an optimized schema that increases the overall …
schema design. It aims at providing an optimized schema that increases the overall …
Efficient scalable multi-attribute index selection using recursive strategies
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 …
problem instances with hundreds of tables, existing approaches are not suitable: They either …
Deep lake: A lakehouse for deep learning
S Hambardzumyan, A Tuli, L Ghukasyan… - arxiv preprint arxiv …, 2022 - arxiv.org
Traditional data lakes provide critical data infrastructure for analytical workloads by enabling
time travel, running SQL queries, ingesting data with ACID transactions, and visualizing …
time travel, running SQL queries, ingesting data with ACID transactions, and visualizing …
Retrofitting high availability mechanism to tame hybrid transaction/analytical processing
Many application domains can benefit from hybrid transaction/analytical processing (HTAP)
by executing queries on real-time datasets produced by concurrent transactions. However …
by executing queries on real-time datasets produced by concurrent transactions. However …
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 …
bottlenecks and reduces storage requirements. But even in the presence of these …
Morphstore: Analytical query engine with a holistic compression-enabled processing model
In this paper, we present MorphStore, an open-source in-memory columnar analytical query
engine with a novel holistic compression-enabled processing model. Basically, compression …
engine with a novel holistic compression-enabled processing model. Basically, compression …
TardisDB: extending SQL to support versioning
ME Schüle, J Schmeißer, T Blum, A Kemper… - Proceedings of the …, 2021 - dl.acm.org
Online encyclopaedias such as Wikipedia implement their own version control above
database systems to manage multiple revisions of the same page. In contrast to temporal …
database systems to manage multiple revisions of the same page. In contrast to temporal …