Article

Rondo: a programming platform for generic model management

Authors:

Philip A. BernsteinAuthors Info & Claims

SIGMOD '03: Proceedings of the 2003 ACM SIGMOD international conference on Management of data

Pages 193 - 204

https://doi.org/10.1145/872757.872782

Published: 09 June 2003 Publication History

Abstract

Model management aims at reducing the amount of programming needed for the development of metadata-intensive applications. We present a first complete prototype of a generic model management system, in which high-level operators are used to manipulate models and mappings between models. We define the key conceptual structures: models, morphisms, and selectors, and describe their use and implementation. We specify the semantics of the known model-management operators applied to these structures, suggest new ones, and develop new algorithms for implementing the individual operators. We examine the solutions for two model-management tasks that involve manipulations of relational schemas, XML schemas, and SQL views.

References

[1]

S. Alagic, P. A. Bernstein: A Model Theory for Generic Schema Management. Proc. DBPL, pp. 228--246, 2001]]

Digital Library

[2]

P. Atzeni, R. Torlone: Management of Multiple Models in an Extensible Database Design Tool. pp. 79--95, EDBT 1996]]

Digital Library

[3]

S. Bergamaschi, S. Castano, M. Vincini: Semantic Integration of Semistructured and Structured Data Sources, SIGMOD Record 28(1), pp. 54--59, 1999]]

Digital Library

[4]

J. Berlin, A. Motro: Database Schema Matching Using Machine Learning with Feature Selection. pp. 452--466, CAiSE 2002]]

Digital Library

[5]

P. A. Bernstein: Applying Model Management to Classical Meta Data Problems. pp. 209--220, CIDR 2003]]

[6]

P. A. Bernstein, A. Halevy, R. A. Pottinger: A Vision for Management of Complex Models. SIGMOD Record 29(4), pp. 54--63, 2000]]

Digital Library

[7]

P. A. Bernstein (moderator), L. Hass, M. Jarke, E. Rahm, G. Wiederhold (panelists): Is Generic Metadata Management Feasible? Panel, pp. 660--662, VLDB 2000]]

Digital Library

[8]

P. A. Bernstein, T. Bergstraesser, J. Carlson, S. Pal, P. Sanders, D. Shutt: Microsoft Repository Version 2 and the Open Information Model. Inf. Systems 24(2), p. 71--98, 1999]]

Digital Library

[9]

P. A. Bernstein, E. Rahm: Data Warehousing Scenarios for Model Management. pp. 1--15, Proc. Intl. Conf. on Conceptual Modeling (ER) 2002]]

[10]

S. Bowers, L. Declambre: On Modeling Conformance for Flexible Transformation over Data Models, Workshop on Transformation for the Semantic Web, July 2002]]

[11]

P. Buneman, S. B. Davidson, A. Kosky: Theoretical Aspects of Schema Merging. pp. 152--167, EDBT 1992]]

Digital Library

[12]

K. T. Claypool, E. A. Rundensteiner: Sangam: A Framework for Modeling Heterogeneous Database Transformations, ICEIS 2003]]

[13]

S. Cluet, C. Delobel, J. Siméon, K. Smaga: Your Mediators Need Data Conversion! pp. 177--188, SIGMOD 1998]]

Digital Library

[14]

S. Davidson, P. Buneman, A. Kosky: Semantics of Database Transformations. In B. Thalheim, L. Libkin, Eds., Semantics in Databases, LNCS 1358, pp. 55--91, 1998]]

Digital Library

[15]

R. Hull: Relative Information Capacity of Simple Relational Database Schemata. SIAM J. Computing, 15(3), pp. 856--886, Aug 1986]]

Digital Library

[16]

J. Madhavan, P. A. Bernstein, P. Domingos, A. Y. Halevy: Representing and Reasoning about Mappings between Domain Models. pp. 80--86, AAAI/IAAI 2002]]

Digital Library

[17]

S. Melnik, H. Garcia-Molina, E. Rahm: Similarity Flooding: A Versatile Graph Matching Algorithm and its Application to Schema Matching. ICDE 2002]]

[18]

S. Melnik, E. Rahm, P. A. Bernstein. Rondo: A Programming Platform for Generic Model Management (Extended Version). Technical Report, Leipzig University, 2003. Available at http://dol.uni-leipzig.de/pub/2003-3]]

[19]

R. J. Miller, Y. E. Ioannidis, R. Ramakrishnan: Schema Equivalence in Heterogeneous Systems: Bridging Theory and Practice. Information Systems 19(1), pp. 3--31, 1994]]

Digital Library

[20]

P. Mitra, G. Wiederhold, M. L. Kersten: A Graph-Oriented Model for Articulation of Ontology Interdependencies. p. 86--100, EDBT 2000]]

Digital Library

[21]

L. Popa, Y. Velegrakis, R. J. Miller, M. A. Hernández, R. Fagin: Translating Web Data. VLDB 2002]]

[22]

R. A. Pottinger, P. A. Bernstein: Creating a Mediated Schema Based on Initial Correspondences. IEEE Data Engineering Bulletin, 25(3), Sep 2002]]

[23]

E. Rahm, P. A. Bernstein: A Survey of Approaches to Automatic Schema Matching. VLDB Journal 10(4), 2001]]

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Cited By

He XLiu YHe H(2024)Accelerating similarity-based model matching using dual hashingSoftware and Systems Modeling10.1007/s10270-024-01173-1Online publication date: 29-Apr-2024
https://doi.org/10.1007/s10270-024-01173-1
Carré BVanwormhoudt GCaron O(2023)Model projection relative to submetamodeling dimensionsSoftware and Systems Modeling10.1007/s10270-023-01116-2Online publication date: 12-Jul-2023
https://doi.org/10.1007/s10270-023-01116-2
He XTang LLi YSyriani ESahraoui H(2022)Accelerating similarity-based model matching using on-the-fly similarity preserving hashingProceedings of the 25th International Conference on Model Driven Engineering Languages and Systems10.1145/3550355.3552406(244-254)Online publication date: 23-Oct-2022
https://dl.acm.org/doi/10.1145/3550355.3552406
Show More Cited By

Index Terms

Rondo: a programming platform for generic model management
1. Information systems
  1. Data management systems
    1. Database design and models
      1. Data model extensions

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cover image ACM Conferences

SIGMOD '03: Proceedings of the 2003 ACM SIGMOD international conference on Management of data

June 2003

702 pages

ISBN:158113634X

DOI:10.1145/872757

Conference Chair:
Zachary Ives
University of Pennsylvania
,
General Chair:
Yannis Papakonstantinou
University of California, San Diego
,
Program Chair:
Alon Halevy
University of Washington

Copyright © 2003 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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SIGMOD: ACM Special Interest Group on Management of Data

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Published: 09 June 2003

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SIGMOD

SIGMOD/PODS03: International Conference on Management of Data and Symposium on Principles Database and Systems

June 9 - 12, 2003

California, San Diego

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SIGMOD '03 Paper Acceptance Rate 53 of 342 submissions, 15%;

Overall Acceptance Rate 785 of 4,003 submissions, 20%

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Cited By

He XLiu YHe H(2024)Accelerating similarity-based model matching using dual hashingSoftware and Systems Modeling10.1007/s10270-024-01173-1Online publication date: 29-Apr-2024
https://doi.org/10.1007/s10270-024-01173-1
Carré BVanwormhoudt GCaron O(2023)Model projection relative to submetamodeling dimensionsSoftware and Systems Modeling10.1007/s10270-023-01116-2Online publication date: 12-Jul-2023
https://doi.org/10.1007/s10270-023-01116-2
He XTang LLi YSyriani ESahraoui H(2022)Accelerating similarity-based model matching using on-the-fly similarity preserving hashingProceedings of the 25th International Conference on Model Driven Engineering Languages and Systems10.1145/3550355.3552406(244-254)Online publication date: 23-Oct-2022
https://dl.acm.org/doi/10.1145/3550355.3552406
Mazilu LPaton NFernandes AKoehler M(2022)Schema mapping generation in the wildInformation Systems10.1016/j.is.2021.101904104:COnline publication date: 1-Feb-2022
https://dl.acm.org/doi/10.1016/j.is.2021.101904
Schuler RCzajkowski KD'Arcy MTangmunarunkit HKesselman C(2020)Towards Co-Evolution of Data-Centric EcosystemsProceedings of the 32nd International Conference on Scientific and Statistical Database Management10.1145/3400903.3400908(1-12)Online publication date: 7-Jul-2020
https://dl.acm.org/doi/10.1145/3400903.3400908
Vanwormhoudt GAllon MCaron OCarré BSyriani ESahraoui H(2020)Template based model engineering in UMLProceedings of the 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems10.1145/3365438.3410988(47-56)Online publication date: 16-Oct-2020
https://dl.acm.org/doi/10.1145/3365438.3410988
Khan RGubanov Md'Aquin MDietze SHauff CCurry ECudre Mauroux P(2020)WebLensProceedings of the 29th ACM International Conference on Information & Knowledge Management10.1145/3340531.3417443(3425-3428)Online publication date: 19-Oct-2020
https://dl.acm.org/doi/10.1145/3340531.3417443
Schuler RKesselman C(2020)CHiSEL: a user-oriented framework for simplifing database evolutionDistributed and Parallel Databases10.1007/s10619-020-07314-xOnline publication date: 27-Oct-2020
https://doi.org/10.1007/s10619-020-07314-x
Schuler RKessleman CMaltzahn CMalik T(2019)A High-level User-oriented Framework for Database EvolutionProceedings of the 31st International Conference on Scientific and Statistical Database Management10.1145/3335783.3335787(157-168)Online publication date: 23-Jul-2019
https://dl.acm.org/doi/10.1145/3335783.3335787
Somogyi FAsztalos M(2019)Systematic review of matching techniques used in model-driven methodologiesSoftware and Systems Modeling10.1007/s10270-019-00760-xOnline publication date: 1-Nov-2019
https://doi.org/10.1007/s10270-019-00760-x
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