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Database Benchmarks
[article]
2017
arXiv
pre-print
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and decision-support benchmarks, and to discuss the issues, tradeoffs and future trends in database benchmarking. ...
The aim of this article is to present an overview of the major families of state-of-the-art data-base benchmarks, namely: relational benchmarks, object and object-relational benchmarks, XML benchmarks, ...
These benchmarks invariably present fixed database schemas and workloads. ...
arXiv:1701.08052v1
fatcat:llrcrysa6rf4hnafyru3oqroem
Benchmarking Multimedia Databases
[chapter]
1998
Multimedia Technologies and Applications for the 21st Century
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We analyze the problem of benchmarking multimedia databases in this paper and suggest a methodology. ...
However, none of these efforts have really addressed the issues related to the benchmarking of multimedia databases. ...
A methodology for benchmarking of multimedia databases The benchmarking of multimedia databases use the time and quality measures that were discussed in Section 3 on what we call a multimedia database ...
doi:10.1007/978-0-585-28767-6_5
fatcat:5o655xk6ujfxdc6eflrfsk6bhi
Object Database Benchmarks
[article]
2017
arXiv
pre-print
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Typically, a benchmark is constituted of two main elements: a workload model constituted of a database and a set of read and write operations to apply on this database, and a set of performance metrics ...
The need for performance measurement tools appeared soon after the emergence of the first Object-Oriented Database Management Systems (OODBMSs), and proved important for both designers and users (Atkinson ...
B A C K G R O U N D OBJECT DATABASE BENCHMARKS EVOLUTION In the sphere of relational DBMSs, the Transaction Performan ce Processing Council (TPC) issues standard benchmarks, verifies their correct application ...
arXiv:1701.07739v1
fatcat:ulys2buh6jerbgcgqppgdkmxve
Benchmarking Time Series Databases with IoTDB-Benchmark for IoT Scenarios
[article]
2019
arXiv
pre-print
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To the best of our knowledge, there is no mature TSDB benchmark either. ...
We use this benchmark to compare four TSDB systems: InfluxDB, OpenTSDB, KairosDB and TimescaleDB. ...
There are also other benchmark/tools that come with or associated to the database. ...
arXiv:1901.08304v3
fatcat:k6z3a2hiq5dz7o4hdvy2ompmry
A generic database benchmarking service
2013
2013 IEEE 29th International Conference on Data Engineering (ICDE)
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Benchmarks are widely applied for the development and optimization of database systems. Standard benchmarks such as TPC-C and TPC-H provide a way of comparing the performance of different systems. ...
Yet, despite all the benefits that can be derived from benchmark results, the effort of implementing and executing benchmarks remains prohibitive: Database systems need to be set up, a large number of ...
Database Servers. ...
doi:10.1109/icde.2013.6544923
dblp:conf/icde/KaufmannFKM13
fatcat:5idmn2dlezdypmrglza3cyhc5m
Towards Benchmarking Multi-Model Databases
2017
Conference on Innovative Data Systems Research
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OUR UDBMS BENCHMARK To realize our vision we propose UDBMS-benchmark, a benchmark system for Unified DataBase Management Systems, with the following new features: Multi-model data: A high level overview ...
Unfortunately, those general-purpose big data benchmarks are not designed for the evaluation of multi-model databases. ...
dblp:conf/cidr/Lu17
fatcat:fdl32vgl75delkbu3r5le3jcta
An Integrated Database Benchmark Suite
2005
2005 First International Conference on Semantics, Knowledge and Grid
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This paper presents an integrated database benchmark suite, which is named SIMS. SIMS offers generic benchmarks, custom benchmarks, and hybrid benchmarks to users on a unified Web interface. ...
Using SIMS, users can easily implement new custom and generic benchmarks in SIMS. An illustrative demonstration to add a new custom benchmark to SIMS is presented. ...
Database benchmarks can be classified into two categories: generic benchmarks and custom benchmarks [7] . ...
doi:10.1109/skg.2005.38
dblp:conf/skg/JeongL05
fatcat:p3zd2bwzorbbvkf624i4cnrlo4
Dockerization Impacts in Database Performance Benchmarking
[article]
2018
arXiv
pre-print
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In this paper, we have studied indirect effects of dockerization on the results of database benchmarking. ...
Docker seems to be an attractive solution for cloud database benchmarking as it simplifies the setup process through pre-built images that are portable and simple to maintain. ...
So what does this mean for database benchmarking? First, results of dockerized benchmarks can be acceptable when comparing different database systems. ...
arXiv:1812.04362v1
fatcat:saaikb7ftrdinj46yluyfiilbm
Benchmarking Database Performance for Genomic Data
2015
Journal of Cellular Biochemistry
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2020 pre-print arXiv:2008.06835v1 fatcat:q2lp7hyvdbabve3n3kv7blqazm
Therefore I have developed a region-mapping (RegMap) SQL-based algorithm to perform genomic operations and have benchmarked the performance of different databases. ...
Benchmarking identified that PostgreSQL extracts overlapping regions much faster than MySQL. ...
[Ray et al., 2011] benchmarked databases for spatial data, whereas, Xu et al. [Xu and G¨uting, 2012] benchmarked databases for moving objects data. ...
doi:10.1002/jcb.25049
pmid:25560631
fatcat:zm3ekfvowrdjfcy722tsbnmcnq
Benchmarking Traversal Operations over Graph Databases
2012
2012 IEEE 28th International Conference on Data Engineering Workshops
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In this paper, we address the need to compare the performance of different graph databases, and discuss the challenges of developing fair benchmarking methodologies. ...
The benchmark provides the means to compare the performance of different data management systems and gives us insight into the abilities and limitations of modern graph databases. ...
ACKNOWLEDGEMENTS Although he was not directly involved in this work, we would like to thank Martin Neumann for the many contributions he made to parts of the software in our benchmarking suite. ...
doi:10.1109/icdew.2012.47
dblp:conf/icde/CiglanAH12
fatcat:izxxtijuhrf4hnpsan7i3tfarm
Benchmarking geospatial database on Kubernetes cluster
2021
EURASIP Journal on Advances in Signal Processing
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This paper presents benchmarking of PostgreSQL/PostGIS geospatial databases operating on a clustered environment against non-clustered environments. ...
Despite plenty of research work in the comparison of relational and NoSQL databases in handling geospatial data, there is a shortage of existing knowledge about the performance of geo-database in a clustered ...
Conclusions The work aimed to benchmark geospatial databases in clustered and non-clustered environments. ...
doi:10.1186/s13634-021-00754-2
fatcat:gmj6253eejclrko3lmigkwb5mq
Requirements-driven database systems benchmark method
2005
Decision Support Systems
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Database system performance on actual database domain may vary significantly from those in the standard benchmarks. ...
Benchmarks are the vital tools in the performance measurement, evaluation, and comparison of relational database management systems (RDBMS). ...
Database benchmarks comprise test databases and test workloads. They can be synthetic or empirical. ...
doi:10.1016/j.dss.2003.06.002
fatcat:upz74gk3mnaqfdgkhdbbd5xlmy
Runtime Performance Benchmarking for NoSQL Databases
2019
Studia Universitatis Babes-Bolyai: Series Informatica
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An experimental study regarding the performance of NoSQL database management systems is presented in this paper. ...
In this study, two NoSQL database management systems (MongoDB and Cassandra) were compared, and the following factors were considered: degree of parallelism and workload. ...
Two types of NoSQL database benchmarking tools can be used: databaseindependent and database-specific. ...
doi:10.24193/subbi.2019.1.07
fatcat:fcsg6vzronhyfkpekjxa3cwlgi
Benchmarking Database Systems A Systematic Approach
1983
Very Large Data Bases Conference
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This paper describes a customized database and a comprehensive set of queries that can be used for systematic benchmarking of relational database systems. ...
Designing this database and a set of carefully tuned benchmarks represents a first attempt in developing a scientific methodology for performance evaluation of database management systems. ...
Benchmark Description The starting point for our experiments was the design of a database. This database had to be customized for extensive benchmarking. ...
dblp:conf/vldb/BittonDT83
fatcat:dizvgc3yw5bfvb3ef247pfu2hu
Testing the performance of NoSQL databases via the database benchmark tool
Testiranje performansi NoSQL baza podataka pomoću database benchmark alata
2018
Vojnotehnički Glasnik
Testiranje performansi NoSQL baza podataka pomoću database benchmark alata
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The final part of the paper presents the results of testing the performance of NoSQL databases, obtained though the Database Benchmark tool. ...
After analyzing the types of NoSQL databases, emphasis is placed on explaining their advantages and disadvantages, as well as on an overview of the NoSQL and SQL database comparison. ...
Given the above facts, this part of the paper will present the results of NoSQL databases performance tests obtained using Database Benchmark. ...
doi:10.5937/vojtehg66-15928
fatcat:ygimoytmirhg7nrb3lwsd4ozy4
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