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Access support in object bases
1990
Proceedings of the 1990 ACM SIGMOD international conference on Management of data - SIGMOD '90
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to the apphcatlon-specific database usage profile An analytical cost model for access support relations and their apphcatlon 1s developed This analytical cost model IS, m partlcular, used to determine ...
In this work access support relataons are introduced as a means for optlmizmg query processing m object-oriented database systems The general idea 1s to mamtam redundant separate structures (dlsassoclated ...
Acknowledgements Peter Lockemann and Klaus Radermacher read a prehmmary draft of this paper and gave valuable comments Matthlas Zunmermann helped to create the graphics m this paper References ...
doi:10.1145/93597.98745
dblp:conf/sigmod/KemperM90
fatcat:qtd6rjdkavd3vjhbc5vhzsrshq
Towards a Realistic Model of Indices in Object Bases
[chapter]
1996
Workshops in Computing
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A comparison of several indexing techniques for complex object in object-oriented database systems is presented, based on assumption of non-uniform distribution of attribute values. ...
The cost estimations show that conventional ordered indices, especially nested indices with object skeletons, can provide better performance than signature files. ...
The Object and Query Model In an object-oriented database scheme, real-world entities are represented by only one modelling concept: the object. ...
doi:10.1007/978-1-4471-1486-4_19
dblp:conf/adbis/Novikov95
fatcat:epaons3uzbb5voin4fcqdzvvby
Identifying New Directions in Database Performance Tuning
2017
Procedia Computer Science
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However, this has resulted in generally poor query performance for SQL developed by object applications and an irregular fit with cost-based optimisation algorithms, and leads to questions about the need ...
Proposals for further work include exploring concepts such as dynamic schema redefinition; query analysis and optimisation modelling driven by machine learning; and augmentation or replacement of the cost-based ...
filters, and consequently an overall increase in query execution cost. ...
doi:10.1016/j.procs.2017.11.036
fatcat:4l7ko5x2bzc6vfqpjflemlohmu
An evaluation of vertical class partitioning for query processing in object-oriented databases
2002
IEEE Transactions on Knowledge and Data Engineering
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In this paper, we develop a comprehensive analytical cost model for processing of queries on vertically partitioned OODB classes. ...
The complexity of object-oriented database models due to subclass hierarchy and class composition hierarchy complicates the definition and representation of vertical partitioning of the classes, which ...
In order to validate the analytical cost model, we have implemented a test object-oriented database schema with vertical partitioning functionality, using NeoAccess Object-Oriented Database System. ...
doi:10.1109/tkde.2002.1033777
fatcat:yd6lpuvievdgdez2ide2dfousq
Integrated Document-based Electronic Health Records Persistence Framework
2021
International Journal of Advanced Computer Science and Applications
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The performance of the most popular two document-based NoSQL back-ends, Couchbase Server and MongoDB, is compared according to the size of the database and query execution time. ...
By utilizing its analytics services and multi-dimensional scaling architecture, Couchbase Server multi-node cluster outperforms the response times of MongoDB for both simple and complex healthcare data ...
Furthermore, this modeling approach brings additional storage costs. It could be considered as an optimal response scenario with only one user submitting a single query at a time. ...
doi:10.14569/ijacsa.2021.0121017
fatcat:doy3afttv5gzbovsa3nmj4tm2y
VisualWorldDB: A DBMS for the Visual World
2020
Conference on Innovative Data Systems Research
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Our preliminary results suggest that this approach allows for faster queries and lower storage costs, improving the state of the art for applications that operate over this type of video data. ...
In this paper, we present VisualWorldDB, a vision and an initial architecture for a new type of database management system optimized for multi-video applications. ...
The user can then ask rich queries about the content of this visual object. A major challenge addressed by VisualWorldDB is the data model to expose. ...
dblp:conf/cidr/HaynesDMBCC20
fatcat:mepizc6bmfdjvkjsrriihdib2e
Decision Guidance Analytics Language (DGAL) - Toward Reusable Knowledge Base Centric Modeling
2015
Proceedings of the 17th International Conference on Enterprise Information Systems
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DGAL allows the creation of modular, reusable and composable models that are stored in the analytical knowledge base independently of the tasks and tools that use them. ...
Based on these unified models, DGAL supports declarative queries of (1) data manipulation and computation, (2) what-if prediction analysis, (3) deterministic and stochastic decision optimization, and ( ...
of an indexable object. ...
doi:10.5220/0005349600670078
dblp:conf/iceis/BrodskyL15
fatcat:zl3vbyypczbqhly5r5y3lwbv24
Solutions for improving data extraction from virtual data warehouses
2010
Database Systems Journal
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Some of the techniques that can be applied to reduce the cost of execution for improving query performance in BI systems will be presented in this paper. ...
In this case there are several techniques that can be applied to reduce queries' execution time and to improve the performance of the BI analyses and reports. ...
Our recommendation is that the ETL process should be implemented separately from the object oriented implementation in order to assure the independency of the MD model. ...
doaj:e4e7ed6d2ce14ab581d09b063857b804
fatcat:yuqk3rja7fgmrcn4ldch2pjacq
A Cost Model for Clustered Object-Oriented Databases
1995
Very Large Data Bases Conference
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Query processing is one of the most, critical issues in Object-Oriented DBMSs. ...
In this paper we propose and partially validate a generic cost-model for Object-Oriented DBMSs. ...
Section 7 describes the results of experiments done on the 02 DBMS to valiclat,e our analytical cost, model. 2 The Object Storage Model ln t,his section, we introduce a generic storage model for Object-Oriented ...
dblp:conf/vldb/GardarinGT95
fatcat:ncg7kzru4jcc5ov6i7oni27wlm
Experiences in Federated Databases: From IRO-DB to MIRO-Web
1998
Very Large Data Bases Conference
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The local layer provides for an ODMG interface to heterogeneous DBMSs, the communication layer implements object-oriented remote data access, and the interoperable layer supports design and querying of ...
From beginning of 1994 to the end of 1996, the IRO-DB ESPRIT project has developed tools for accessing relational and object-oriented databases in an integrated way. ...
In the context of IRO-DB, we have proposed and experimented with a generic cost model for object-oriented DBMS and also a method for deriving the values of the cost coefficients for this model [GST96] ...
dblp:conf/vldb/FankhauserGLMT98
fatcat:q5f7vidr5zfgniui2chbu7vlqu
Page 4075 of Mathematical Reviews Vol. , Issue 2004e
[page]
2004
Mathematical Reviews
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errors with an analytic model. ...
Summary: “We study an object-oriented data model that allows both uniqueness constraints and inclusion dependencies to be ex- pressed as semantic constraints. ...
Issues Concerning the Impact of the Object-Relational Model on Analytical Data Processing
2012
Analele Ştiinţifice ale Universităţii "Al.I. Cuza" din Iaşi: Ştiinţe Economice
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In this context, our paper tries to outline a specific approach to the particular area of Object-Relational modelling for OLAP and data mining which are important data analysis technologies well established ...
in the area of the analysis of the economic data for decision-making purposes. ...
Acknowledgements This work was supported by the project "Post-Doctoral Studies in Economics: training program for elite researchers -SPODE" co-funded from the European Social Fund through the Development of ...
doi:10.2478/v10316-012-0027-4
fatcat:e4xoo422nrgudlk2l2mttwnrmq
MapReduce and Relational Database Management Systems: Competing or Completing Paradigms?
2015
Symposium on Information Management and Big Data
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In this paper, we will discuss MapReduce and Relational Database Management Systems as competing paradigms, and then as completing paradigms where we propose an integration approach to optimize OLAP queries ...
With the data volume that does not stop growing and the multitude of sources that led to diversity of structures, data processing needs are changing. ...
A proof of improvement of the RDBMS model comes with the introduction of the Object-Oriented Database Relational Model (ORDBMS). ...
dblp:conf/simbig/JemalF15
fatcat:l4dygh32ubekjjbrnjk2f3apf4
A Comparative Study Between the Performance of Relational & Object Oriented Database in Data Warehousing
2011
International Journal of Database Management Systems
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, the relational database and object oriented database and does an analysis of the benefits of Object Oriented databases over the conventional relational database in Data warehousing. ...
A data warehouse is a repository of subjectively selected and adapted operational data which can successfully answer any ad hoc, statistical, complex or analytical queries. ...
Both simple and complex objects can be stored in an object oriented database model. In object oriented database other types of data can be stored. ...
doi:10.5121/ijdms.2011.3208
fatcat:teqxbcohhfd37a3esbiallolme
The Case for Object Databases in Cloud Data Management
[chapter]
2010
Lecture Notes in Computer Science
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Finally, the service-oriented view taken by cloud computing is in its nature a close match to object models. ...
Object databases are a popular choice for analytical data management applications which are predicted to profit most from cloud computing. ...
As object data models and service-oriented interfaces are closely related, we are convinced that object databases have a lot to offer to cloud computing data management. ...
doi:10.1007/978-3-642-16092-9_6
fatcat:zgclorqmwvdvdkxvrmmqegfazm
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