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1-10 of 22 Reviews about "
Distributed Systems (H.3.4...)
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SINGA: putting deep learning in the hands of multimedia users
Wang W., Chen G., Dinh A., Gao J., Ooi B., Tan K., Wang S. MM 2015 (Proceedings of the 23rd Annual ACM Conference on Multimedia, Brisbane, Australia, Oct 26-30, 2015) 25-34, 2015. Type: Proceedings
Deep learning is an aspect of machine learning that attempts, through algorithms, to model complex abstractions in data. A research goal is to create architectures to achieve this with masses of uncharacterized data. This research pape...
Dec 14 2015
Distributed architecture for
k
-nearest neighbors recommender systems
Formoso V., Fernández D., Cacheda F., Carneiro V. World Wide Web 18(4): 997-1017, 2015. Type: Article
Recommender systems are increasingly used to predict a user’s preference for a given item over others. A win-win situation is created when users are able to find desired products or services quickly, while companies are able ...
Nov 10 2015
Secure and efficient anonymization of distributed confidential databases
Herranz J., Nin J. International Journal of Information Security 13(6): 497-512, 2014. Type: Article
Preserving user data privacy while providing utility at the same time requires good system and protocol design and implementation in practice. This paper targets the anonymization of user data from distributed database systems belongin...
Feb 17 2015
Scalable multi-access flash store for big data analytics
Jun S., Liu M., Fleming K., Arvind . FPGA 2014 (Proceedings of the 2014 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Monterey, CA, Feb 26-28, 2014) 55-64, 2014. Type: Proceedings
A storage architecture for big data environments, where high-throughput, low-latency access to the data is required, is the focus of this paper. The authors propose a system based on all-flash storage that follows a fully distributed, ...
Sep 8 2014
Cloud data management
Zhao L., Sakr S., Liu A., Bouguettaya A., Springer Publishing Company, Incorporated, New York, NY, 2014. 202 pp. Type: Book (978-3-319047-64-5)
Cloud computing, defined by the National Institute of Standards and Technology (NIST) as “a model for enabling ubiquitous, convenient, on-demand network access to a shared pool of configurable computing resources” [...
Aug 13 2014
DIMO: distributed index for matching multimedia objects using MapReduce
Abdelsadek A., Hefeeda M. MMSys 2014 (Proceedings of the 5th ACM Multimedia Systems Conference, Singapore, Mar 19, 2014) 115-126, 2014. Type: Proceedings
Datasets with high dimensions have an inherent problem popularly known as the “curse of dimensionality.” As such, clustering algorithms perform poorly when the number of attributes increases. When the dataset is lar...
Jun 17 2014
IRIS: a robust information system against insider DoS-attacks
Eikel M., Scheideler C. SPAA 2013 (Proceedings of the 25th ACM Symposium on Parallelism in Algorithms and Architectures, Montreal, Canada, Jul 23-25, 2013) 119-129, 2013. Type: Proceedings
This academic paper presents the theory and use of an algorithm designed to detect denial-of-service (DoS) attacks by an adversary who has detailed knowledge of the system under attack....
Jan 20 2014
SSTDE: an open source semantic spatiotemporal data engine for sensor web
Yu L., Liu Y., Lee J. SWE 2012 (Proceedings of the 1st ACM SIGSPATIAL Workshop on Sensor Web Enablement, Redondo Beach, CA, Nov 6, 2012) 9-16, 2012. Type: Proceedings
Presenting an approach to optimizing the storage and search of spatiotemporal information in a semantic format, this paper makes a fine contribution to the semantic web and sensor data processing communities....
Jul 9 2013
Peer-to-peer computing: principles and applications
Vu Q., Lupu M., Ooi B., Springer Publishing Company, Incorporated, New York, NY, 2009. 317 pp. Type: Book (978-3-642035-13-5)
My stack of peer-to-peer (P2P)-related books is getting higher and higher. When I see yet another title of this kind, I wonder if it is still possible to present it another way. Well, the authors show in their 300-plus-page book that i...
Mar 29 2010
Grid computing for parallel bioinspired algorithms
Melab N., Cahon S., Talbi E. Journal of Parallel and Distributed Computing 66(8): 1052-1061, 2006. Type: Article
The design, implementation, and experimentation of a grid-enabled framework for metaheuristics, ParadisEO-CMW, are dealt with in this paper. The basic components of this new framework are the known open-source software tools EO (Evolvi...
Nov 16 2006
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