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Tracing Lineage Beyond Relational Operators - Purdue University

    https://www.cs.purdue.edu/homes/xyzhang/spring07/Papers/sigmod.pdf
    Tracing Lineage Beyond Relational Operators ABSTRACT Tracing the lineage of data is an important requirement for establishing the quality and validity of scientific data. Re-cently, the problem of data provenance has been increas-ingly addressed in database research. This work has been limited to the lineage of data as it is manipulated using re-

Tracing Lineage Beyond Relational Operators

    https://www.vldb.org/conf/2007/papers/industrial/p1116-zhang.pdf
    Lineage tracing in the context of database systems has been extensively studied [12, 10, 13]. These algorithms can trace fine-grained lineage only when the data is pro-duced byrelational operators within a DBMS.Consequently, they cannot be applied to tracing data lineage when non-relational operators are employed as is often the case with

Tracing Lineage Beyond Relational Operators

    https://www.cs.purdue.edu/homes/sunil/pub/BlackBox.pdf
    are not part of a DBMS. The problem of tracking lineage when non-relational operators are used to process the data is particularly challenging since there is potentially no con-straint on the nature of the processing. In this paper we propose a novel technique that overcomes this signi cant barrier and enables the tracing of lineage of data ...

Tracing lineage beyond relational operators | Proceedings of the …

    https://dl.acm.org/doi/10.5555/1325851.1325977
    Tracing the lineage of data is an important requirement for establishing the quality and validity of data. Recently, the problem of data provenance has been increasingly addressed in database research. Earlier work has been limited to the lineage of data as it is manipulated using relational operations within an RDBMS.

Tracing Lineage Beyond Relational Operators | Sciweavers

    http://www.sciweavers.org/publications/tracing-lineage-beyond-relational-operators
    Tracing Lineage Beyond Relational Operators - Tracing the lineage of data is an important requirement for establishing the quality and validity of data. Recently, the problem of data provenance has been increasingly addressed in database research. Earlier work has been limited to the lineage of data as it is manipulated using relational operations within an RDBMS.

CiteSeerX — Tracing Lineage Beyond Relational Operators

    https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.154.4428
    CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): Tracing the lineage of data is an important requirement for establishing the quality and validity of data. Recently, the problem of data provenance has been increasingly addressed in database research. Earlier work has been limited to the lineage of data as it is manipulated using relational operations within …

"Tracing Lineage Beyond Relational Operators" by Mingwu Zhang, …

    https://docs.lib.purdue.edu/cstech/1668/
    Tracing Lineage Beyond Relational Operators. Authors. Mingwu Zhang Xiangyu Zhang, Purdue University Follow Xiang Zhang Sunil Prabhakar, Purdue University Follow. Date of this Version. 2007. Tech Report Number. 07-003. Number of Pages. 12. Download DOWNLOADS. Since June 13, 2011. Included in. Computer Sciences Commons. Share.

Tracing Lineage Beyond Relational Operators.

    https://www.researchgate.net/publication/221309991_Tracing_Lineage_Beyond_Relational_Operators
    The problem of tracking lineage when non-relational operators are used to process the data is particularly challenging since there is potentially no con- straint on the nature of the processing.

Tracing lineage beyond relational operators | Proceedings of the …

    https://dlnext.acm.org/doi/abs/10.5555/1325851.1325977
    Tracing lineage beyond relational operators. Share on. Authors: Mingwu Zhang ...

CiteSeerX — Tracing Lineage Beyond Relational Operators

    https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.373.2383
    CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): Tracing the lineage of data is an important requirement for establishing the quality and validity of scientific data. Recently, the problem of data provenance has been increasingly addressed in database research. This work has been limited to the lineage of data as it is manipulated using relational …

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