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Mobi-X Architecture Modelling for Mobile Agent using Association Pattern Mining

2019 International journal of recent technology and engineering  
The construction of tree for real time mobile agent system is utilized to generate virtual experiences like elapse time during mining of tree structure.  ...  To overcome this crisis, the investigation anticipates a model based data mining approach based on tree structure to achieve co-ordination amongst the mobile agent, effectual modelling and less memory  ...  Henceforth, it is incapable to preserving entire elements of mobile data stream in tree over huge time.  ... 
doi:10.35940/ijrte.c4282.098319 fatcat:r2iigfwevfhd5jmksrxxrllbzi

Role of Events R-Tree in Knowledge Discovery Process for Spatio-Temporal Databases

Rainu Nandal, Rahuli Rish
2017 Indian Journal of Science and Technology  
In this paper, the role of Events R-Trees for powerful Knowledge Discovery Process for Spatio-Temporal Databases is explained.  ...  Here, the role of Events R-Trees in Knowledge Discovery Process for Spatio-Temporal Databases is presented.  ...  Figure 2 . 2 Importance of Events R-tree in KDD for Spatio-Temporal Database. Figure 3 . 3 Time analysis based tail size 2. Figure 4 . 4 Memory analysis based tail size 2.  ... 
doi:10.17485/ijst/2017/v10i12/111436 fatcat:n76offmcdfenhimj4c2ay36jra

Adaptive parallel compressed event matching

Mohammad Sadoghi, Hans-Arno Jacobsen
2014 2014 IEEE 30th International Conference on Data Engineering  
and personalization to real-time data analysis.  ...  On the other hand, applications in real-time data analysis, including push-based multi-query optimization, computational finance and intrusion detection, demand meeting stringent subsecond processing requirements  ...  real-time data analysis.  ... 
doi:10.1109/icde.2014.6816665 dblp:conf/icde/SadoghiJ14 fatcat:efrmlieiuvdwxflt4ebskg3jxq

Error Resilient Multipath Video Delivery on Wireless Overlay Networks

Uma Maheswari, Sudarshan TSB
2016 TELKOMNIKA (Telecommunication Computing Electronics and Control)  
Real time applications delivering multimedia data over wireless networks still pose many challenges due to high throughput and stringent delay requirements.  ...  A sub packetization mechanism is adopted for multipath video data delivery in the ECDD.  ...  Conclusion In this paper the issues with supporting real-time multimedia or video based applications over wireless network are presented.  ... 
doi:10.12928/telkomnika.v14i3.3155 fatcat:55uj56furrawpg27s5xt4nv43u

Acceleration of ensemble machine learning methods using many-core devices

A. Tamerus, A. Washbrook, D. Wyeth
2015 Journal of Physics, Conference Series  
The adoption of GPUs to execute a key algorithm in the classification of medical image data was shown to significantly reduce overall processing time.  ...  It was found that a GPU-based version of the decision forest method resulted in over 138 times speed-up over a single-threaded CPU implementation with further improvements possible.  ...  per-thread read access to decision treesReducing the host to GPU device transfer latency overhead by efficiently packing data structures • Use of single precision variables over double precision where  ... 
doi:10.1088/1742-6596/664/9/092026 fatcat:vwgr36rbpjgjfnzyil5w3w7cwi

State Machine Based Method for Consolidating Vehicle Data [chapter]

Florian Dittmann, Konstantina Geramani, Victor Fäßler, Sergio Damiani
2009 IFIP Advances in Information and Communication Technology  
Besides this feature of consolidating vehicle data, the state machines also facilitate the transformation of continuous data to event messages for the rapid decision taking.  ...  To meet their major demand-rapid decision taking-the method generates events by applying the concept of state machines.  ...  The data base for holding the status of the events thereby plays a central role and it is implemented using state machines.  ... 
doi:10.1007/978-3-642-04284-3_1 fatcat:jje5uybpw5grhddxu4arz3sp44

Introducing TreeCollapse: a novel greedy algorithm to solve the cophylogeny reconstruction problem

Benjamin Drinkwater, Michael A Charleston
2014 BMC Bioinformatics  
Although able to converge on solutions for problem instances of this size, a reduction from the current cubic running time is required to handle larger systems, such as Wolbachia and their insect hosts  ...  This has enabled research to focus on larger coevolutionary systems, such as coevolutionary associations between figs and their pollinator wasps, including over 200 taxa.  ...  Declarations The publication of this article was paid for by the University of Sydney.  ... 
doi:10.1186/1471-2105-15-s16-s14 pmid:25521705 pmcid:PMC4290644 fatcat:54zgfs5fs5bszhhmky26xiy2fe

The Effect of Pruning on Service Requests, Branch Failures, and Priority Maintenance in the City of Rochester, New York, U.S

Christopher Luley, Susan Sisinni, Andrew Pleninger
2002 Arboriculture & urban forestry  
Branch failure rates averaged 7.6 and 6.5 failures per 1,000 trees annually when based on requests and work completed, respectively.  ...  maintenance annually or during high wind events.  ...  We thank the Forestry Division of the City of Rochester, New York, for their provision of the electronic data for this study.  ... 
doi:10.48044/jauf.2002.020 fatcat:w52ho36nozbyjfjivpdonzgtdi

A Decentralized Storage Scheme for Multi-Dimensional Range Queries over Sensor Networks

Lei Xie, Lijun Chen, Daoxu Chen, Li Xie
2009 2009 15th International Conference on Parallel and Distributed Systems  
We build a distributed k-d tree based index structure over sensor network, so as to efficiently map high dimensional event data to a two-dimensional space of sensors while preserving the proximity of events  ...  We propose a dynamic programming based methodology to control the granularity of the index tree in an optimized approach, and an optimized routing scheme for range query processing to achieve best energy  ...  For DIM the Steiner tree based routing approach reduces 61% energy cost than the straight separate routing approach and reduces 26% energy cost than the double ruling based routing approach, for the optimized  ... 
doi:10.1109/icpads.2009.24 dblp:conf/icpads/Xie0CX09 fatcat:a52dglvlr5ehjiub4x6svqmcdi

C5. 0 Algorithm to Improved Decision Tree with Feature Selection and Reduced Error Pruning

Rutvija Pandya, Jayati Pandya
2015 International Journal of Computer Applications  
Over fitting problem of the decision tree is solved by using reduced error pruning technique.  ...  With the proposed system achieve 1 to 3% of accuracy, reduced error rate and decision tree is construed within less time.  ...  The Pruning technique reduced complexity and provides better accuracy by reducing over fitting problem.  ... 
doi:10.5120/20639-3318 fatcat:a5z3tfoombeojllxph2akkrahy

An Adaptive State-Aware Routing Algorithm for Data Aggregation in Wireless Sensor Networks

Yalin Nie, Sanyang Liu, Zhibin Chen, Xiaogang Qi
2013 Journal of Communications  
Based on the problems, in this paper, a novel adaptive stateaware routing algorithm for data aggregation is proposed.  ...  sensor networks, depends on Time-To-Live (TTL) mechanism to limit the Hop-Tree update range to avoid over-overlapping of paths according to the correlation of events, and designs a forced path building  ...  DRINA [10] is a routing algorithm for data aggregation with the aim to find an approximate Steiner tree, with a reduced number of messages for setting up a routing tree, maximized number of overlapping  ... 
doi:10.12720/jcm.8.5.296-306 fatcat:4sucadp4l5gvfobrhn6gr2dwra

SaC-FRAPP: a scalable and cost-effective framework for privacy preservation over big data on cloud

Xuyun Zhang, Chang Liu, Surya Nepal, Chi Yang, Wanchun Dou, Jinjun Chen
2013 Concurrency and Computation  
Using a simulation-based approach over the mathematical model, the proposed model exhibit reduced mining duration, controlled energy dissipation, and highly optimized memory demands for all the resource  ...  The proposed study uses a novel concept of the frequent pattern along with a tree-based approach in order to develop an analytical model for carrying out the mining operation in the large-scale sensor  ...  However, the proposed system obtains highly time-based unique data, which not only reduces the size of patterns but also offers faster mining operation. b.  ... 
doi:10.1002/cpe.3083 fatcat:65lsj3gqyvb6fp5sjuso4aoarq

Evaluation and Comparative Study of Structure Free Aggregation Techniques for Duty Cycled Wireless Sensor Networks

Sukhwinder Singh, Lakhwinder Kaur
2017 International Journal of Computer Applications  
For delay sensitive event based applications, structure free data aggregation approach has been found to be more suitable because of the reduced structure maintenance overhead.  ...  Moreover, it reduces the worst event notification time (upto 20%) in comparison to random delay based aggregation scheme.  ...  On the other hand, structure free data aggregation approach is specifically suitable for event based applications in dynamic networks (where event triggering time and location is dynamic).  ... 
doi:10.5120/ijca2017914926 fatcat:2glozvbmv5cz3n5sbujzaj7pgu

Shipwreck rates reveal Caribbean tropical cyclone response to past radiative forcing

Valerie Trouet, Grant L. Harley, Marta Domínguez-Delmás
2016 Proceedings of the National Academy of Sciences of the United States of America  
For this purpose, we combine a documentary time series of Spanish shipwrecks in the Caribbean (1495-1825 CE) with a tree-growth suppression chronology from the Florida Keys (1707-2009 CE).  ...  We used a combination of tree-ring data and historical shipwreck data to show that TC activity in the Caribbean was distinctly suppressed during the Maunder Minimum (1645-1715 CE), a period when solar  ...  We further compared the decadal-scale TC ship time series to a shipwreck time series (1515-1815 CE; number of shipwrecks = 232) for Florida based on the data compiled in ref. 42 .  ... 
doi:10.1073/pnas.1519566113 pmid:26951648 pmcid:PMC4812713 fatcat:t4vkmcsvwzhqnj74hpjbtcmgea

Poster reception---Optimized collectives for PGAS languages with one-sided communication

Dan Bonachea, Paul Hargrove, Rajesh Nishtala, Michael Welcome, Katherine Yelick
2006 Proceedings of the 2006 ACM/IEEE conference on Supercomputing - SC '06  
and pencil-based implementations -Slab best on XT3 • GASNet Put/Get operations implemented over Portals Put/Get • Remote access region covered by Portals Memory Descriptor • Portals Events used for  ...  . hardware broadcast) • Collective interface specifically designed for PGAS Languages • Data movement: Broadcast, Scatter, Gather, Gather-All, Transpose • Computational: Reduce, Prefix-Reduce • Superset  ... 
doi:10.1145/1188455.1188604 dblp:conf/sc/BonacheaHNWY06 fatcat:s7pvxh7sgve5rmis3dg6353r2u
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