The LDBC social network benchmark: Interactive workload
The Linked Data Benchmark Council (LDBC) is now two years underway and has gathered
strong industrial participation for its mission to establish benchmarks, and benchmarking …
strong industrial participation for its mission to establish benchmarks, and benchmarking …
Morsel-driven parallelism: a NUMA-aware query evaluation framework for the many-core age
With modern computer architecture evolving, two problems conspire against the state-of-the-
art approaches in parallel query execution:(i) to take advantage of many-cores, all query …
art approaches in parallel query execution:(i) to take advantage of many-cores, all query …
Query optimization through the looking glass, and what we found running the join order benchmark
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 …
Join Order Benchmark that works on real-life data riddled with correlations and introduces …
Plan-structured deep neural network models for query performance prediction
R Marcus, O Papaemmanouil - arXiv preprint arXiv:1902.00132, 2019 - arxiv.org
Query performance prediction, the task of predicting the latency of a query, is one of the most
challenging problem in database management systems. Existing approaches rely on …
challenging problem in database management systems. Existing approaches rely on …
A survey on IoT big data analytic systems: Current and future
Y Sasaki - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) has become widespread around the world. Since a large
number of diverse devices, such as vehicles, household electrical appliances, smart …
number of diverse devices, such as vehicles, household electrical appliances, smart …
Everything you always wanted to know about compiled and vectorized queries but were afraid to ask
The query engines of most modern database systems are either based on vectorization or
data-centric code generation. These two state-of-the-art query processing paradigms are …
data-centric code generation. These two state-of-the-art query processing paradigms are …
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 …
Voodoo-a vector algebra for portable database performance on modern hardware
In-memory databases require careful tuning and many engineering tricks to achieve good
performance. Such database performance engineering is hard: a plethora of data and …
performance. Such database performance engineering is hard: a plethora of data and …
The art of balance: a RateupDB™ experience of building a CPU/GPU hybrid database product
R Lee, M Zhou, C Li, S Hu, J Teng, D Li… - Proceedings of the VLDB …, 2021 - dl.acm.org
GPU-accelerated database systems have been studied for more than 10 years, ranging from
prototyping development to industry products serving in multiple domains of data …
prototyping development to industry products serving in multiple domains of data …
The LDBC social network benchmark: Business intelligence workload
The Social Network Benchmark's Business Intelligence workload (SNB BI) is a
comprehensive graph OLAP benchmark targeting analytical data systems capable of …
comprehensive graph OLAP benchmark targeting analytical data systems capable of …