Proc. of a conference on Functional programming languages and computer architecture
ACM Computing Surveys (CSUR)
An array-based algorithm for simultaneous multidimensional aggregates
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Zoo: a desktop experiment management environment
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
The functional data model and the data languages DAPLEX
ACM Transactions on Database Systems (TODS)
Designing and mining multi-terabyte astronomy archives: the Sloan Digital Sky Survey
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Tracing the lineage of view data in a warehousing environment
ACM Transactions on Database Systems (TODS)
Foundations of Databases: The Logical Level
Foundations of Databases: The Logical Level
Partial results for online query processing
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
The SDSS skyserver: public access to the sloan digital sky server data
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
FQL: a functional query language
SIGMOD '79 Proceedings of the 1979 ACM SIGMOD international conference on Management of data
Informix under CONTROL: Online Query Processing
Data Mining and Knowledge Discovery
Online Dynamic Reordering for Interactive Data Processing
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
A Resource Management Architecture for Metacomputing Systems
IPPS/SPDP '98 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
Frog and Turtle: Visual Bridges Between Files and Object-Oriented Data
SSDBM '96 Proceedings of the Eighth International Conference on Scientific and Statistical Database Management
Scientific Workflow Management by Database Management
SSDBM '98 Proceedings of the 10th International Conference on Scientific and Statistical Database Management
Chimera: AVirtual Data System for Representing, Querying, and Automating Data Derivation
SSDBM '02 Proceedings of the 14th International Conference on Scientific and Statistical Database Management
A Moose and a Fox Can Aid Scientists with Data Management Problems
DBLP-4 Proceedings of the Fourth International Workshop on Database Programming Languages - Object Models and Languages
Applying Chimera virtual data concepts to cluster finding in the Sloan Sky Survey
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
An Enabling Framework for Master-Worker Applications on the Computational Grid
HPDC '00 Proceedings of the 9th IEEE International Symposium on High Performance Distributed Computing
GridDB: a relational interface for the grid
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
MPI: A Message-Passing Interface Standard
MPI: A Message-Passing Interface Standard
Early hash join: a configurable algorithm for the efficient and early production of join results
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Integrating databases and workflow systems
ACM SIGMOD Record
Rule-based workflow management for bioinformatics
The VLDB Journal — The International Journal on Very Large Data Bases
Data driven workflow planning in cluster management systems
Proceedings of the 16th international symposium on High performance distributed computing
The effect of reading policy on early join result production
Information Sciences: an International Journal
Workflow authorisation in mediator-free environments
International Journal of Security and Networks
Efficient lineage tracking for scientific workflows
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
The design and implementation of OGSA-DQP: A service-based distributed query processor
Future Generation Computer Systems
Efficiently discovering critical workflows in scientific explorations
Future Generation Computer Systems
Adaptive workload allocation in query processing in autonomous heterogeneous environments
Distributed and Parallel Databases
Autonomic query parallelization using non-dedicated computers: an evaluation of adaptivity options
The VLDB Journal — The International Journal on Very Large Data Bases
Service-based data integration using OGSA-DQP and OGSA-WebDB
GRID '08 Proceedings of the 2008 9th IEEE/ACM International Conference on Grid Computing
Provenance query evaluation: what's so special about it?
Proceedings of the 18th ACM conference on Information and knowledge management
Fine-grained and efficient lineage querying of collection-based workflow provenance
Proceedings of the 13th International Conference on Extending Database Technology
Searching workflows with hierarchical views
Proceedings of the VLDB Endowment
Schedule optimization for data processing flows on the cloud
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Making a case for distributed file systems at Exascale
Proceedings of the third international workshop on Large-scale system and application performance
Workflows for wind tunnel grid applications
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III
A scientific workflow framework integrated with object deputy model for data provenance
WAIM '06 Proceedings of the 7th international conference on Advances in Web-Age Information Management
On optimizing workflows using query processing techniques
SSDBM'12 Proceedings of the 24th international conference on Scientific and Statistical Database Management
Efficient provenance storage for relational queries
Proceedings of the 21st ACM international conference on Information and knowledge management
Adaptive memory-aware chunk sizing techniques for data-intensive queries over web services
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Active and accelerated learning of cost models for optimizing scientific applications
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
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We present GridDB, a data-centric overlay for scientific grid data analysis. In contrast to currently deployed process-centric middleware, GridDB manages data entities rather than processes. GridDB provides a suite of services important to data analysis: a declarative interface, type-checking, interactive query processing, and memoization. We discuss several elements of GridDB: workflow/data model, query language, software architecture and query processing; and a prototype implementation. We validate GridDB by showing its modeling of real-world physics and astronomy analyses, and measurements on our prototype.