A case for redundant arrays of inexpensive disks (RAID)
SIGMOD '88 Proceedings of the 1988 ACM SIGMOD international conference on Management of data
Managing NFS and NIS
Introduction to data structures and algorithms related to information retrieval
Information retrieval
Parallel database systems: the future of high performance database systems
Communications of the ACM
Building the data warehouse
Red brick warehouse: a read-mostly RDBMS for open SMP platforms
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
Parallel file systems for the IBM SP computers
IBM Systems Journal
Research problems in data warehousing
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
Serverless network file systems
SOSP '95 Proceedings of the fifteenth ACM symposium on Operating systems principles
Server-directed collective I/O in Panda
Supercomputing '95 Proceedings of the 1995 ACM/IEEE conference on Supercomputing
PPFS: a high performance portable parallel file system
ICS '95 Proceedings of the 9th international conference on Supercomputing
Distributed and parallel database systems
ACM Computing Surveys (CSUR)
Disk-directed I/O for MIMD multiprocessors
ACM Transactions on Computer Systems (TOCS)
An extended two-phase method for accessing sections of out-of-core arrays
Scientific Programming
Strategic directions in human-computer interaction
ACM Computing Surveys (CSUR) - Special ACM 50th-anniversary issue: strategic directions in computing research
An overview of data warehousing and OLAP technology
ACM SIGMOD Record
The Galley parallel file system
Parallel Computing - Special double issue: parallel I/O
Automating the analysis and cataloging of sky surveys
Advances in knowledge discovery and data mining
Exploiting clustering and phrases for context-based information retrieval
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Informed multi-process prefetching and caching
SIGMETRICS '97 Proceedings of the 1997 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Experimental evaluation of the Hewlett-Parkard exemplar file system
ACM SIGMETRICS Performance Evaluation Review
The grid
Data on the Web: from relations to semistructured data and XML
Data on the Web: from relations to semistructured data and XML
The Coda Distributed File System
Linux Journal
Tools and approaches for developing data-intensive Web applications: a survey
ACM Computing Surveys (CSUR)
Adaptive use of a cluster of PCs for data warehousing applications: some problems and issues
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 2
Methods for parallel execution of complex database queries
Parallel Computing - Special Anniversary issue
Data mining: concepts and techniques
Data mining: concepts and techniques
Information retrieval on the web
ACM Computing Surveys (CSUR)
Iceberg-cube computation with PC clusters
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Efficient evaluation of XML middle-ware queries
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Mining Very Large Databases with Parallel Processing
Mining Very Large Databases with Parallel Processing
Modern Information Retrieval
Using MPI-2: Advanced Features of the Message Passing Interface
Using MPI-2: Advanced Features of the Message Passing Interface
Advances in Distributed and Parallel Knowledge Discovery
Advances in Distributed and Parallel Knowledge Discovery
Data Mining Techniques: For Marketing, Sales, and Customer Support
Data Mining Techniques: For Marketing, Sales, and Customer Support
Data warehouse process management
Information Systems - The 12th international conference on advanced information systems engineering (CAiSE 00)
High Performance Mass Storage and Parallel I/O: Technologies and Applications
High Performance Mass Storage and Parallel I/O: Technologies and Applications
Data analysis and mining in the life sciences
ACM SIGMOD Record
Guest Editors' Introduction: Scalable Internet Services
IEEE Internet Computing
Parallel and Distributed Association Mining: A Survey
IEEE Concurrency
Strategies for Parallel Data Mining
IEEE Concurrency
Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Total
ICDE '96 Proceedings of the Twelfth International Conference on Data Engineering
Efficient Dynamic Image Retrieval Using the Á Trous Wavelet Transformation
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
A Case for Parallelism in Data Warehousing and OLAP
DEXA '98 Proceedings of the 9th International Workshop on Database and Expert Systems Applications
HICSS '01 Proceedings of the 34th Annual Hawaii International Conference on System Sciences ( HICSS-34)-Volume 7 - Volume 7
A Parallel Scalable Infrastructure for OLAP and Data Mining
IDEAS '99 Proceedings of the 1999 International Symposium on Database Engineering & Applications
ScalParC: A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets
IPPS '98 Proceedings of the 12th. International Parallel Processing Symposium on International Parallel Processing Symposium
PVFS: a parallel file system for linux clusters
ALS'00 Proceedings of the 4th annual Linux Showcase & Conference - Volume 4
Evaluating the potential of multithreaded platforms for irregular scientific computations
Proceedings of the 4th international conference on Computing frontiers
Assessing the potential of hybrid hpc systems for scientific applications: a case study
Proceedings of the 4th international conference on Computing frontiers
A Uniform Parallel Optimization Method for Knowledge Discovery Grid
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
E-Service Delivery Pattern for Knowledge Discovery Grid
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
A uniform parallel optimization method for data mining grid
First International Workshop on Artificial Intelligence in Grid Computing
E-service delivery pattern for grid based data mining services
First International Workshop on Artificial Intelligence in Grid Computing
A parallel classification and feature reduction method for biomedical applications
PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
A parallel optimization framework in grid environment
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Active disk meets flash: a case for intelligent SSDs
Proceedings of the 27th international ACM conference on International conference on supercomputing
Future Generation Computer Systems
International Journal of Parallel Programming
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Applications that explore, query, analyze, visualize, and, in general, process very large scale data sets are known as Data Intensive Applications. Large scale data intensive computing plays an increasingly important role in many scientific activities and commercial applications, whether it involves data mining of commercial transactions, experimental data analysis and visualization, or intensive simulation such as climate modeling. By combining high performance computation, very large data storage, high bandwidth access, and high-speed local and wide area networking, data intensive computing enhances the technical capabilities and usefulness of most systems. The integration of parallel and distributed computational environments will produce major improvements in performance for both computing intensive and data intensive applications in the future. The purpose of this introductory article is to provide an overview of the main issues in parallel data intensive computing in scientific and commercial applications and to encourage the reader to go into the more in-depth articles later in this special issue.