Implementation of a portable nested data-parallel language
Journal of Parallel and Distributed Computing - Special issue on data parallel algorithms and programming
The network architecture of the connection machine CM-5
Journal of Parallel and Distributed Computing
High Resolution Forward And Inverse Earthquake Modeling on Terascale Computers
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SELinux: NSA's Open Source Security Enhanced Linux
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MapReduce: simplified data processing on large clusters
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Clustering Billions of Images with Large Scale Nearest Neighbor Search
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Science of Computer Programming
A Programming Model for Distributed Content-Based Image Retrieval
IIH-MSP '07 Proceedings of the Third International Conference on International Information Hiding and Multimedia Signal Processing (IIH-MSP 2007) - Volume 01
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Fast support vector machine training and classification on graphics processors
Proceedings of the 25th international conference on Machine learning
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Proceedings of the 17th international conference on Parallel architectures and compilation techniques
ICDM '08 Proceedings of the 2008 Eighth IEEE International Conference on Data Mining
Handbook of Research on Secure Multimedia Distribution
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Pairwise document similarity in large collections with MapReduce
HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
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Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
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SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
Graph Twiddling in a MapReduce World
Computing in Science and Engineering
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LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
SPIDER: a system for scalable, parallel / distributed evaluation of large-scale RDF data
Proceedings of the 18th ACM conference on Information and knowledge management
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PEGASUS: A Peta-Scale Graph Mining System Implementation and Observations
ICDM '09 Proceedings of the 2009 Ninth IEEE International Conference on Data Mining
Semantic Web for Content Based Video Retrieval
ICSC '09 Proceedings of the 2009 IEEE International Conference on Semantic Computing
Building a high-level dataflow system on top of Map-Reduce: the Pig experience
Proceedings of the VLDB Endowment
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Proceedings of the VLDB Endowment
HadoopDB: an architectural hybrid of MapReduce and DBMS technologies for analytical workloads
Proceedings of the VLDB Endowment
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TextGraphs-4 Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing
SecureMR: A Service Integrity Assurance Framework for MapReduce
ACSAC '09 Proceedings of the 2009 Annual Computer Security Applications Conference
Music retrieval from everything
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IEEE Security and Privacy
Pregel: a system for large-scale graph processing
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
MapDupReducer: detecting near duplicates over massive datasets
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Web-scale computer vision using MapReduce for multimedia data mining
Proceedings of the Tenth International Workshop on Multimedia Data Mining
Phosphor: A Cloud Based DRM Scheme with Sim Card
APWEB '10 Proceedings of the 2010 12th International Asia-Pacific Web Conference
Design patterns for efficient graph algorithms in MapReduce
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
A Watermark-Aware Trusted Running Environment for Software Clouds
CHINAGRID '10 Proceedings of the The Fifth Annual ChinaGrid Conference
An Architecture for Distributed High Performance Video Processing in the Cloud
CLOUD '10 Proceedings of the 2010 IEEE 3rd International Conference on Cloud Computing
Data-Intensive Text Processing with MapReduce
Data-Intensive Text Processing with MapReduce
Airavat: security and privacy for MapReduce
NSDI'10 Proceedings of the 7th USENIX conference on Networked systems design and implementation
NSDI'10 Proceedings of the 7th USENIX conference on Networked systems design and implementation
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OSDI'08 Proceedings of the 8th USENIX conference on Operating systems design and implementation
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CloudDB '10 Proceedings of the second international workshop on Cloud data management
Large-scale music tag recommendation with explicit multiple attributes
Proceedings of the international conference on Multimedia
Review: A survey on security issues in service delivery models of cloud computing
Journal of Network and Computer Applications
Private searching on MapReduce
TrustBus'10 Proceedings of the 7th international conference on Trust, privacy and security in digital business
Parallel ISODATA Clustering of Remote Sensing Images Based on MapReduce
CYBERC '10 Proceedings of the 2010 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery
HaLoop: efficient iterative data processing on large clusters
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WISM'10 Proceedings of the 2010 international conference on Web information systems and mining
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EURASIP Journal on Wireless Communications and Networking - Special issue on security and resilience for smart devices and applications
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Batch text similarity search with MapReduce
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
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Software—Practice & Experience
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Concurrency and Computation: Practice & Experience
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Cloud computing has recently attracted great attention, both commercially and academically. MapReduce is a popular programming model for distributed storage and computation in the cloud. In this paper, we survey cloud-based multimedia applications, identifying the open issues and challenges which arise when MapReduce is used for cloud computing. Copyright © 2011 John Wiley & Sons, Ltd.