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Database Benchmarks [article]

Jérôme Darmont
2017 arXiv   pre-print
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]

A. Desai Narasimhalu, Mohan S. Kankanhalli, Jiankang Wu
1998 Multimedia Technologies and Applications for the 21st Century  
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]

Jerome Darmont
2017 arXiv   pre-print
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]

Rui Liu, Jun Yuan
2019 arXiv   pre-print
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

M. Kaufmann, P. M. Fischer, D. Kossmann, N. May
2013 2013 IEEE 29th International Conference on Data Engineering (ICDE)  
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

Jiaheng Lu
2017 Conference on Innovative Data Systems Research  
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

Hoe Jin Jeong, Sang Ho Lee
2005 2005 First International Conference on Semantics, Knowledge and Grid  
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]

Martin Grambow, Jonathan Hasenburg, Tobias Pfandzelter, David Bermbach
2018 arXiv   pre-print
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

Matloob Khushi
2015 Journal of Cellular Biochemistry  
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

Marek Ciglan, Alex Averbuch, Ladialav Hluchy
2012 2012 IEEE 28th International Conference on Data Engineering Workshops  
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

Bharti Sharma, Poonam Bansal, Mohak Chugh, Adisakshya Chauhan, Prateek Anand, Qiaozhi Hua, Achin Jain
2021 EURASIP Journal on Advances in Signal Processing  
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

Jia-Lang Seng, S.Bing Yao, Alan R. Hevner
2005 Decision Support Systems  
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

C.-F. Andor, Department of Computer Science, Faculty of Mathematics and Computer Science, Babeș-Bolyai University, Cluj-Napoca, Romania, B. Pârv, Department of Computer Science, Faculty of Mathematics and Computer Science, Babeș-Bolyai University, Cluj-Napoca, Romania
2019 Studia Universitatis Babes-Bolyai: Series Informatica  
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

Dina Bitton, David J. DeWitt, Carolyn Turbyfill
1983 Very Large Data Bases Conference  
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

Lazar Krstić, Marija Krstić
2018 Vojnotehnički Glasnik  
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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