Query processing on heterogeneous CPU/GPU systems

V Rosenfeld, S Breß, V Markl - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
Due to their high computational power and internal memory bandwidth, graphic processing
units (GPUs) have been extensively studied by the database systems research community …

Amazon Redshift re-invented

N Armenatzoglou, S Basu, N Bhanoori, M Cai… - Proceedings of the …, 2022 - dl.acm.org
In 2013, AmazonWeb Services revolutionized the data warehousing industry by launching
Amazon Redshift, the first fully-managed, petabyte-scale, enterprise-grade cloud data …

Data locality in high performance computing, big data, and converged systems: An analysis of the cutting edge and a future system architecture

S Usman, R Mehmood, I Katib, A Albeshri - Electronics, 2022 - mdpi.com
Big data has revolutionized science and technology leading to the transformation of our
societies. High-performance computing (HPC) provides the necessary computational power …

In-memory big data management and processing: A survey

H Zhang, G Chen, BC Ooi, KL Tan… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Growing main memory capacity has fueled the development of in-memory big data
management and processing. By eliminating disk I/O bottleneck, it is now possible to support …

[PDF][PDF] Umbra: A Disk-Based System with In-Memory Performance.

T Neumann, MJ Freitag - CIDR, 2020 - db.in.tum.de
The increases in main-memory sizes over the last decade have made pure in-memory
database systems feasible, and in-memory systems offer unprecedented performance …

[图书][B] Principles of distributed database systems

MT Özsu, P Valduriez - 1999 - Springer
The first edition of this book appeared in 1991 when the technology was new and there were
not too many products. In the Preface to the first edition, we had quoted Michael Stonebraker …

Rethinking SIMD vectorization for in-memory databases

O Polychroniou, A Raghavan, KA Ross - Proceedings of the 2015 ACM …, 2015 - dl.acm.org
Analytical databases are continuously adapting to the underlying hardware in order to
saturate all sources of parallelism. At the same time, hardware evolves in multiple directions …

Query optimization through the looking glass, and what we found running the join order benchmark

V Leis, B Radke, A Gubichev, A Mirchev, P Boncz… - The VLDB Journal, 2018 - Springer
Finding a good join order is crucial for query performance. In this paper, we introduce the
Join Order Benchmark that works on real-life data riddled with correlations and introduces …

The end of slow networks: It's time for a redesign

C Binnig, A Crotty, A Galakatos, T Kraska… - arXiv preprint arXiv …, 2015 - arxiv.org
Next generation high-performance RDMA-capable networks will require a fundamental
rethinking of the design and architecture of modern distributed DBMSs. These systems are …

Data blocks: Hybrid OLTP and OLAP on compressed storage using both vectorization and compilation

H Lang, T Mühlbauer, F Funke, PA Boncz… - Proceedings of the …, 2016 - dl.acm.org
This work aims at reducing the main-memory footprint in high performance hybrid OLTP &
OLAP databases, while retaining high query performance and transactional throughput. For …