Scalable Scientific Stream Query Processing

Scientific applications require processing of high-volume on-line streams of numerical data from instruments and simulations. In order to extract information and detect interesting patterns in thes ...

[1]  David J. DeWitt,et al.  Parallel database systems: the future of high performance database systems , 1992, CACM.

[2]  Ying Xing,et al.  Scalable Distributed Stream Processing , 2003, CIDR.

[3]  Tore Risch,et al.  High-Performance GRID Stream Database Manager for Scientific Data , 2003, European Across Grids Conference.

[4]  Goetz Graefe,et al.  Algebraic Optimization of Computations over Scientific Databases , 1993, IEEE Data Eng. Bull..

[5]  Luping Ding,et al.  CAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity , 2004, VLDB.

[6]  Michael Stonebraker,et al.  Operator Scheduling in a Data Stream Manager , 2003, VLDB.

[7]  Frederick Reiss,et al.  TelegraphCQ: An Architectural Status Report , 2003, IEEE Data Eng. Bull..

[8]  W. Shipman David,et al.  The functional data model and the data language DAPLEX , 1988 .

[9]  Alexandra Poulovassilis,et al.  The Functional Approach to Data Management , 2004, Springer Berlin Heidelberg.

[10]  Goetz Graefe,et al.  Volcano - An Extensible and Parallel Query Evaluation System , 1994, IEEE Trans. Knowl. Data Eng..

[11]  Qiang Chen,et al.  Aurora : a new model and architecture for data stream management ) , 2006 .

[12]  Peter Z. Kunszt,et al.  The SDSS skyserver: public access to the sloan digital sky server data , 2001, SIGMOD '02.

[13]  Norman W. Paton,et al.  Resource Scheduling for Parallel Query Processing on Computational Grids , 2004, GRID.

[14]  E. F. CODD,et al.  A relational model of data for large shared data banks , 1970, CACM.

[15]  Eric A. Brewer,et al.  Highly available, fault-tolerant, parallel dataflows , 2004, SIGMOD '04.

[16]  Michael Stonebraker,et al.  Retrospective on Aurora , 2004, The VLDB Journal.

[17]  Tore Risch,et al.  Functional Data Integration in a Distributed Mediator System , 2004 .

[18]  Jennifer Widom,et al.  Models and issues in data stream systems , 2002, PODS.

[19]  Shivnath Babu,et al.  Adaptive Query Processing in the Looking Glass , 2005, CIDR.

[20]  Miron Livny,et al.  The Design and Implementation of a Sequence Database System , 1996, VLDB.

[21]  Richard R. Muntz,et al.  Parallelizing user-defined functions in distributed object-relational DBMS , 1999, Proceedings. IDEAS'99. International Database Engineering and Applications Symposium (Cat. No.PR00265).

[22]  Miron Livny,et al.  SEQ: A model for sequence databases , 1995, Proceedings of the Eleventh International Conference on Data Engineering.

[23]  Norman W. Paton,et al.  Adaptive query processing and the grid: opportunities and challenges , 2004, Proceedings. 15th International Workshop on Database and Expert Systems Applications, 2004..

[24]  Tore Risch,et al.  Customizable Parallel Execution of Scientific Stream Queries , 2005, VLDB.

[25]  Wei Hong,et al.  Model-Driven Data Acquisition in Sensor Networks , 2004, VLDB.

[26]  Philippe Bonnet,et al.  Towards Sensor Database Systems , 2001, Mobile Data Management.

[27]  llsoo Ahn,et al.  Temporal Databases , 1986, Computer.

[28]  Samuel Madden,et al.  Continuously adaptive continuous queries over streams , 2002, SIGMOD '02.

[29]  Joseph M. Hellerstein,et al.  Eddies: continuously adaptive query processing , 2000, SIGMOD '00.

[30]  Tore Risch,et al.  High-performance GRID Database Manager for Scientific Data , 2002, WDAS.

[31]  Jim Melton,et al.  Advanced SQL:1999: Understanding Object-Relational and Other Advanced Features , 2002 .

[32]  Jim Smith,et al.  Distributed Query Processing on the Grid , 2003, Int. J. High Perform. Comput. Appl..

[33]  Rajeev Motwani,et al.  Operator scheduling in data stream systems , 2004, VLDB 2004.

[34]  Jennifer Widom,et al.  Adaptive ordering of pipelined stream filters , 2004, SIGMOD '04.

[35]  Liang Chen,et al.  Resource allocation in a middleware for streaming data , 2004, MGC '04.

[36]  Calton Pu,et al.  Continual Queries for Internet Scale Event-Driven Information Delivery , 1999, IEEE Trans. Knowl. Data Eng..

[37]  Lukasz Golab,et al.  Issues in data stream management , 2003, SGMD.

[38]  Ying Xing,et al.  The Design of the Borealis Stream Processing Engine , 2005, CIDR.

[39]  Arie Segev,et al.  A glossary of temporal database concepts , 1992, SGMD.

[40]  Douglas B. Terry,et al.  Continuous queries over append-only databases , 1992, SIGMOD '92.

[41]  Michael Stonebraker,et al.  Load Shedding in a Data Stream Manager , 2003, VLDB.

[42]  Michael Stonebraker,et al.  Object-Relational DBMSs, Second Edition , 1998 .

[43]  David J. DeWitt,et al.  NiagaraCQ: a scalable continuous query system for Internet databases , 2000, SIGMOD '00.

[44]  David Maier,et al.  Exploiting Punctuation Semantics in Continuous Data Streams , 2003, IEEE Trans. Knowl. Data Eng..

[45]  Joseph M. Hellerstein,et al.  Flux: an adaptive partitioning operator for continuous query systems , 2003, Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405).

[46]  Michael Stonebraker,et al.  Monitoring Streams - A New Class of Data Management Applications , 2002, VLDB.

[47]  Ying Xing,et al.  Dynamic load distribution in the Borealis stream processor , 2005, 21st International Conference on Data Engineering (ICDE'05).

[48]  Michael Stonebraker,et al.  Query Processing in a Parallel Object-Relational Database System. , 1996 .

[49]  Patrick Valduriez,et al.  Principles of Distributed Database Systems , 1990 .

[50]  Jennifer Widom,et al.  CQL: A Language for Continuous Queries over Streams and Relations , 2003, DBPL.

[51]  Elke A. Rundensteiner,et al.  CAPE: A Constraint-Aware Adaptive Stream Processing Engine , 2005, Stream Data Management.

[52]  Walid G. Aref,et al.  Nile: a query processing engine for data streams , 2004, Proceedings. 20th International Conference on Data Engineering.

[53]  Theodore Johnson,et al.  Gigascope: a stream database for network applications , 2003, SIGMOD '03.

[54]  Frederick Reiss,et al.  TelegraphCQ: Continuous Dataflow Processing for an Uncertain World , 2003, CIDR.

[55]  Michael J. Franklin,et al.  PSoup: a system for streaming queries over streaming data , 2003, The VLDB Journal.

[56]  Noah Treuhaft,et al.  Cluster I/O with River: making the fast case common , 1999, IOPADS '99.

[57]  Elke A. Rundensteiner,et al.  A Dynamically Adaptive Distributed System for Processing Complex Continuous Queries , 2005, VLDB.

[58]  Bernhard Mitschang,et al.  On parallel processing of aggregate and scalar functions in object-relational DBMS , 1998, SIGMOD '98.

[59]  Ian T. Foster,et al.  Grid Services for Distributed System Integration , 2002, Computer.

[60]  Jennifer Widom,et al.  Flexible time management in data stream systems , 2004, PODS.

[61]  Ami Marowka,et al.  The GRID: Blueprint for a New Computing Infrastructure , 2000, Parallel Distributed Comput. Pract..

[62]  Norman W. Paton,et al.  Databases and the Grid: JDBC in WSDL, or Something Altogether Different? , 2004, ICSNW.

[63]  David J. DeWitt,et al.  Tuple Routing Strategies for Distributed Eddies , 2003, VLDB.

[64]  Andrew Heybey,et al.  Tribeca: A System for Managing Large Databases of Network Traffic , 1998, USENIX Annual Technical Conference.

[65]  Michael Stonebraker,et al.  Fault-tolerance in the Borealis distributed stream processing system , 2005, SIGMOD '05.

[66]  R. G. G. Cattell,et al.  The Object Database Standard: ODMG-93 , 1993 .

[67]  Ian T. Foster,et al.  The Anatomy of the Grid: Enabling Scalable Virtual Organizations , 2001, Int. J. High Perform. Comput. Appl..

[68]  Jennifer Widom,et al.  Exploiting k-constraints to reduce memory overhead in continuous queries over data streams , 2004, TODS.

[69]  Yong Yao,et al.  The cougar approach to in-network query processing in sensor networks , 2002, SGMD.

[70]  Tore Risch,et al.  Distributed data integration by object‐oriented mediator servers , 2001, Concurr. Comput. Pract. Exp..

[71]  Samuel Madden,et al.  Fjording the stream: an architecture for queries over streaming sensor data , 2002, Proceedings 18th International Conference on Data Engineering.

[72]  Alfons Kemper,et al.  StreamGlobe: Processing and Sharing Data Streams in Grid-Based P2P Infrastructures , 2005, VLDB.

[73]  Liang Chen,et al.  GATES: a grid-based middleware for processing distributed data streams , 2004, Proceedings. 13th IEEE International Symposium on High performance Distributed Computing, 2004..