Proceedings 14th International Conference on Data Engineering最新文献_第2页

Red Brick Vista/sup TM/: aggregate computation and management 红砖Vista/sup TM/:聚合计算和管理

Proceedings 14th International Conference on Data Engineering Pub Date : 1998-02-23 DOI: 10.1109/ICDE.1998.655773

Latha S. Colby, R. Cole, E. Haslam, N. Jazayeri, Galt Johnson, William J. McKenna, L. Schumacher, David Wilhite

引用次数: 8

Mining optimized association rules with categorical and numeric attributes 挖掘具有分类和数字属性的优化关联规则

Proceedings 14th International Conference on Data Engineering Pub Date : 1998-02-23 DOI: 10.1109/ICDE.1998.655813

R. Rastogi, Kyuseok Shim

{"title":"Mining optimized association rules with categorical and numeric attributes","authors":"R. Rastogi, Kyuseok Shim","doi":"10.1109/ICDE.1998.655813","DOIUrl":"https://doi.org/10.1109/ICDE.1998.655813","url":null,"abstract":"Association rules are useful for determining correlations between attributes of a relation and have applications in marketing, financial and retail sectors. Furthermore, optimized association rules are an effective way to focus on the most interesting characteristics involving certain attributes. Optimized association rules are permitted to contain uninstantiated attributes and the problem is to determine instantiations such that either the support or confidence of the rule is maximized. We generalize the optimized association rules problem in three ways: (1) association rules are allowed to contain disjunctions over uninstantiated attributes; (2) association rules are permitted to contain an arbitrary number of uninstantiated attributes; and (3) uninstantiated attributes can be either categorical or numeric. Our generalized association rules enable us to extract more useful information about seasonal and local patterns involving multiple attributes. We present effective techniques for pruning the search space when computing optimized association rules for both categorical and numeric attributes. Finally, we report the results of our experiments that indicate that our pruning algorithms are efficient for a large number of uninstantiated attributes, disjunctions and values in the domain of the attributes.","PeriodicalId":264926,"journal":{"name":"Proceedings 14th International Conference on Data Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1998-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123935349","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 170

Failure handling and coordinated execution of concurrent workflows 故障处理和并发工作流的协调执行

Proceedings 14th International Conference on Data Engineering Pub Date : 1998-02-23 DOI: 10.1109/ICDE.1998.655796

M. Kamath, K. Ramamritham

{"title":"Failure handling and coordinated execution of concurrent workflows","authors":"M. Kamath, K. Ramamritham","doi":"10.1109/ICDE.1998.655796","DOIUrl":"https://doi.org/10.1109/ICDE.1998.655796","url":null,"abstract":"Workflow management systems (WFMSs) coordinate the execution of applications distributed over networks. In WFMSs, data inconsistencies can arise due to: the interaction between steps of concurrent threads within a workflow (intra-workflow coordination); the interaction between steps of concurrent workflows (inter-workflow coordination); and the presence of failures. Since these problems have not received adequate attention, this paper focuses on developing the necessary concepts and infrastructure to handle them. First, to deal with inter- and intra-workflow coordination requirements we have identified a set of high level building blocks. Secondly, to handle failures we propose a novel and pragmatic approach called opportunistic compensation and re-execution that allows a workflow designer to customize workflow recovery from correctness as well as performance perspectives. Thirdly based on these concepts we have designed a workflow specification language that expresses new requirements for workflow executions and implemented a run-time system for managing workflow executions while satisfying the new requirements. These ideas are geared towards improving the modeling and correctness properties offered by WFMSs and making them more robust and flexible.","PeriodicalId":264926,"journal":{"name":"Proceedings 14th International Conference on Data Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1998-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124796380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 113

Compressing relations and indexes 压缩关系和索引

Proceedings 14th International Conference on Data Engineering Pub Date : 1998-02-23 DOI: 10.1109/ICDE.1998.655800

J. Goldstein, R. Ramakrishnan, U. Shaft

{"title":"Compressing relations and indexes","authors":"J. Goldstein, R. Ramakrishnan, U. Shaft","doi":"10.1109/ICDE.1998.655800","DOIUrl":"https://doi.org/10.1109/ICDE.1998.655800","url":null,"abstract":"We propose a new compression algorithm that is tailored to database applications. It can be applied to a collection of records, and is especially effective for records with many low to medium cardinality fields and numeric fields. In addition, this new technique supports very fast decompression. Promising application domains include decision support systems (DSS), since fact tables, which are by far the largest tables in these applications, contain many low and medium cardinality fields and typically no text fields. Further, our decompression rates are faster than typical disk throughputs for sequential scans; in contrast, gzip is slower. This is important in DSS applications, which often scan large ranges of records. An important distinguishing characteristic of our algorithm, in contrast to compression algorithms proposed earlier, is that we can decompress individual tuples (even individual fields), rather than a full page (or an entire relation) at a time. Also, all the information needed for tuple decompression resides on the same page with the tuple. This means that a page can be stored in the buffer pool and used in compressed form, simplifying the job of the buffer manager and improving memory utilization. Our compression algorithm also improves index structures such as B-trees and R-trees significantly by reducing the number of leaf pages and compressing index entries, which greatly increases the fan-out. We can also use lossy compression on the internal nodes of an index.","PeriodicalId":264926,"journal":{"name":"Proceedings 14th International Conference on Data Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1998-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130030753","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 229

Generalizing "search" in generalized search trees 在广义搜索树中泛化“搜索”

Proceedings 14th International Conference on Data Engineering Pub Date : 1998-02-23 DOI: 10.1109/ICDE.1998.655801

Paul M. Aoki

引用次数: 59

Graph structured views and their incremental maintenance 图结构化视图及其增量维护

Proceedings 14th International Conference on Data Engineering Pub Date : 1998-02-23 DOI: 10.1109/ICDE.1998.655767

Yue Zhuge, H. Garcia-Molina

引用次数: 122

Flattening an object algebra to provide performance 将对象代数扁平化以提供性能

Proceedings 14th International Conference on Data Engineering Pub Date : 1998-02-23 DOI: 10.1109/ICDE.1998.655820

P. Boncz, A. N. Wilschut, M. Kersten

引用次数: 84

Optimizing regular path expressions using graph schemas 使用图模式优化正则路径表达式

Proceedings 14th International Conference on Data Engineering Pub Date : 1998-02-23 DOI: 10.1109/ICDE.1998.655753

M. Fernández, Dan Suciu

{"title":"Optimizing regular path expressions using graph schemas","authors":"M. Fernández, Dan Suciu","doi":"10.1109/ICDE.1998.655753","DOIUrl":"https://doi.org/10.1109/ICDE.1998.655753","url":null,"abstract":"Query languages for data with irregular structure use regular path expressions for navigation. This feature is useful for querying data where parts of the structure is either unknown, unavailable to the user, or changes frequently. Naive execution of regular path expressions is inefficient however, because it ignores any structure in the data. We describe two optimization techniques for queries with regular path expressions. Both rely on graph schemas for specifying partial knowledge about the data's structure. Query pruning uses this structure to restrict navigation to only a fragment of the data; we give an efficient algorithm for rewriting any regular path expression query into a pruned one. Query rewriting using state extents can eliminate or reduce navigation altogether; it is reminiscent of optimizing relational queries using indices. There may be several ways to optimize a query using state extents; we give a polynomial space algorithm that finds all such optimizations. For restricted forms of regular path expressions, the algorithm is provably efficient. We also give an efficient approximation algorithm that works on all regular path expressions.","PeriodicalId":264926,"journal":{"name":"Proceedings 14th International Conference on Data Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1998-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115350915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 286

Back to the future: dynamic hierarchical clustering 回到未来:动态分层集群

Proceedings 14th International Conference on Data Engineering Pub Date : 1998-02-23 DOI: 10.1109/ICDE.1998.655821

Chendong Zou, B. Salzberg, R. Ladin

引用次数: 16

Fuzzy triggers: incorporating imprecise reasoning into active databases 模糊触发器:将不精确的推理纳入活动数据库

Proceedings 14th International Conference on Data Engineering Pub Date : 1998-02-23 DOI: 10.1109/ICDE.1998.655766

A. Wolski, T. Bouaziz

引用次数: 15