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Efficient relational database management using graphics processors

Naga K. Govindaraju, Dinesh Manocha
2005 Proceedings of the 1st international workshop on Data management on new hardware - DAMON '05  
We present algorithms using graphics processing units (GPUs) to efficiently perform database management queries.  ...  We show that the GPUs can be used as a co-processor to accelerate many database and data mining queries.  ...  The TCP/IP databases used in our experimental evaluations were provided by Jasleen Kaur and Don Smith.  ... 
doi:10.1145/1114252.1114256 fatcat:usvpsleqwfbfdi6hed7kfnxthe

Query Co-Processing on Commodity Hardware

A. Ailamaki, N.K. Govindaraju, D. Manocha
2006 22nd International Conference on Data Engineering (ICDE'06)  
Network processors, which are used to handle network traffic and routing, are actually well-suited for executing many relational operators.  ...  Graphics co-Processors: The recent advances in graphics and VLSI technologies have transformed the graphics processor into a powerful processor that is flexible enough to perform general purpose computations  ...  Network processors, which are used to handle network traffic and routing, are actually well-suited for executing many relational operators.  ... 
doi:10.1109/icde.2006.122 dblp:conf/icde/AilamakiGM06 fatcat:x3rdgytg3fcwlgld6ctgc32vxu

State-of-the-Art on Query Transaction Processing Acceleration [article]

Bernd Amann, Youry Khmelevsky, Gaetan Hains
2019 arXiv   pre-print
The database community identified GPUs as effective co-processors for data processing. In the past years, there were many approaches to make use of GPUs at different levels of a database system.  ...  In this Internal Technical Report, based on the [1] and some other research papers, we identify possible research areas at LIP6 for GPU-accelerated database management systems.  ...  Hence, the question of using co-processors in databases is not why but how we can do this most efficiently.  ... 
arXiv:1907.00050v1 fatcat:b4xqerhjn5gbpbx3awe6gwrym4

Database Systems on GPUs

Johns Paul, Shengliang Lu, Bingsheng He
2021 Foundations and Trends in Databases  
and Trends ® in Databases: Vol. 11, No. 1, pp 1-108.  ...  We wrote this article as an introductory article in GPUoptimized database systems especially in online analytical Johns Paul, Shengliang Lu and Binsheng He (2021), "Database Systems on GPUs", Foundations  ...  "Relational joins on graphics processors". In: Proceedings of the 2008 ACM SIGMOD international conference on Management of data. ACM. 511-524. He, B. and J. X. Yu. (2011a).  ... 
doi:10.1561/1900000076 fatcat:fb3sj3aunbfinmq53mwx2y6dre

Resource Planning For Heterogeneous Signal Processing Platform Based On Configuration Files

Zongfu Xie, Bo Gao, Chunsheng Yue, Chuanqi Zhao, J. Heled, A. Yuan
2018 MATEC Web of Conferences  
Experiments show that the proposed scheme can efficiently abstract and manage the complex and heterogeneous hardware and software resources of heterogeneous signal processing platform and draw the corresponding  ...  model based on configuration files and a hierarchical resource management method.  ...  In order to efficiently and flexibly configure resources, a visual development management model based on lightweight-SQLite relational database is adopted to achieve a efficient management on the distributed  ... 
doi:10.1051/matecconf/201817303046 fatcat:nhyevrxt2rftfhnzvl6bp3x4ue

A Framework for Performance Study of Micro Computers in a Virtual Environment (A Case Study of AMD and Intel Processors)

Souley Boukari, Abubakar Tafawa Balewa, Zamakwa Ibrahim Dibal
2017 Journal of Computer Engineering and Information Technology  
An analytical model was developed and simulated using Bootstrap, Html, and Php while MySQL was used as database.  ...  Virtualization is used in cloud as the underlying technology for managing and improving the utilization of data and computing centre resources by server consolidation.  ...  Figure 8 : 8 Graph obtained when school management Database was ran on it. Figure 9 : 9 Graph obtained when school management Database was ran on it.  ... 
doi:10.4172/2324-9307.1000178 fatcat:o5dirwnclnhmtkjuatk2jx4syy

BMC based Data Logger for Performance Analysis

Nikhilesh Nayak, Dheerendra Singh Tomar, Shanmugasundaram M.
2017 International Journal of Applied Information Systems  
This data is then used to create a database and a training set.  ...  This set is used to train a machine learning algorithm which gives an efficient algorithm to analyze the present performance and give accurate prediction.  ...  Machine learning was done using TensorFlow module on python which trained a logistic regression model and created a graphical database.  ... 
doi:10.5120/ijais2017451732 fatcat:f23ii2kbyvc7bhnb3jm6biik5y

The role of parallelism, web services and ontologies in bioinformatics and omics data management and analysis

Mario Cannataro, Pietro Hiram Guzzi
2013 EMBnet journal  
This paper presents an overview of how parallelism, service orientation, and knowledge management techniques can be used to face those challenges presenting some recent bioinformatics tools and projects  ...  The increasing availability of omics data poses new challenges to bioinformatics applications regarding the efficient storage and integration of experimental data, their efficient and high-throughput preprocessing  ...  databases.  ... 
doi:10.14806/ej.19.b.731 fatcat:i3tffcagufhd5ijk5cq5enzwxe

A better way for finding the optimal number of nodes in a distributed database management system

Rashed Mustafa, Md Javed Hossain, Thomas Chowdhury
2010 Daffodil International University Journal of Humanities and Social Sciences  
Distributed Database Management System (DDBMS) is one of the prime concerns in distributed computing.  ...  This paper presents a better way to find the optimal number of nodes in a distributed database management systems.  ...  It is shown that speedup ratio goes upward when small number and unoptimized (excluding 8 and 9) number of nodes used. umb er o f Pro cesso rs Fig. 3 Number of processors vs. efficiency Figure 3 3 elucidate  ... 
doi:10.3329/diujst.v4i2.4362 fatcat:x2lpt652q5h33nyt7k5zvwa6da

MySQL databases as part of the Online Business, using a platform based on Linux

Ion-Sorin STROE
2011 Database Systems Journal  
Such platform is based on a Linux operating system and a database system based on MySQL product.  ...  Developing an online business also depends on the manager's ability to use the best solutions, sustainable on a long term.  ...  Using VirtualMin can manage databases, tables, fields, settings related to running the MySQL server, different settings, without using a graphical interface that would involve knowing some specific commands  ... 
doaj:70736a46daf5483da39c43b9d0552c86 fatcat:6g6bslgobjgy7hdruljeqp5rla

GPU-Accelerated Database Systems: Survey and Open Challenges [chapter]

Sebastian Breß, Max Heimel, Norbert Siegmund, Ladjel Bellatreche, Gunter Saake
2014 Lecture Notes in Computer Science  
In the past years, there were many approaches to make use of GPUs at different levels of a database system. In this paper, we explore the design space of GPU-accelerated database management systems.  ...  Unsurprisingly, the database research community identified GPUs as effective co-processors for data processing several years ago.  ...  Jedox AG and the anonymous reviewers of the GPUs in Databases Workshop for their helpful feedback on the workshop version of this paper [17] .  ... 
doi:10.1007/978-3-662-45761-0_1 fatcat:rpwqxejbkjh6dhzp27ppiawzsu


Sebastian Breß, Bastian Köcher, Max Heimel, Volker Markl, Michael Saecker, Gunter Saake
2014 Proceedings of the VLDB Endowment  
The past years saw the emergence of highly heterogeneous server architectures that feature multiple accelerators in addition to the main processor.  ...  costs across different hardware architectures, and how to manage the code and maintenance blowup caused by having to support multiple architectures.  ...  By using execution times as cost measure, we can also keep track of the computational load across all (co-)processors, which enables us to steer the parallelism between CPUs and co-processors.  ... 
doi:10.14778/2733004.2733042 fatcat:e77x5te7xrasdmuqzunuod2fqy

An Efficient Parallel Ray Tracing Scheme for Highly Parallel Architectures [article]

Didier Badouel, Thierry Priol
1990 Proceedings of the ACM SIGGRAPH/EUROGRAPHICS conference on Graphics hardware - HWWS '04  
The use of highly parallel com­ puters allows this process to be performed faster.  ...  This paper presents a parallel ray tracing algorithm for DMPC using a Shared Virtual Memory (SVM) which solves these two classical problems.  ...  The Ray Tracing Principle The ray tracing algorithm is used in computer graphics for rendering high quality images.  ... 
doi:10.2312/eggh/eggh90/093-106 fatcat:dapo2sghtbco5lcnn7zdqngdta

Hierarchical graphics databases in sort-first

Carl Mueller
1997 Proceedings of the IEEE symposium on Parallel rendering - PRS '97  
This migration poses many problems for the editing and traversal of hierarchical graphics databases (HGD's) such as PHIGS.  ...  onto the same processor.  ...  Improving Efficiency For various reasons, one may find in a distributed graphics database structures which contain no primitives.  ... 
doi:10.1145/266638.266652 fatcat:zwfcnkewbrauxdeszmhpvfdwgq

Fast computation of database operations using graphics processors

Naga K. Govindaraju, Brandon Lloyd, Wei Wang, Ming Lin, Dinesh Manocha
2005 ACM SIGGRAPH 2005 Courses on - SIGGRAPH '05  
We present new algorithms for performing fast computation of several common database operations on commodity graphics processors.  ...  Our experiments indicate that the graphics processor available on commodity computer systems is an effective co-processor for performing database operations. rithms for faster query execution.  ...  We would like to thank NVIDIA Corporation especially Steven We would also like to thank Jasleen Sahni for providing access to the TCP/IP database.  ... 
doi:10.1145/1198555.1198787 dblp:conf/siggraph/GovindarajuL0LM05 fatcat:qq7tkv54enezxilqm7ndj6amni
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