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Partitioning Application Using Graph Theory for Mobile Devices in Pervasive Computing Environments

Nevin Vunka Jungum, Nawaz Mohamudally, Nimal Nissanke
2016 Procedia Computer Science  
Graph theory has been used to model an application and a cluster analysis algorithm has been proposed.  ...  In pervasive computing environments, certain memory and cpu intensive applications would prefer to use the computational nodes (anything with at least networking, storage and cpu capabilities) available  ...  Software partitioning 2,3,9,10,11 as well is not a new topic; largely discussed at times when they were very essential for partitioning software to run on desktops and servers connected in wired networks  ... 
doi:10.1016/j.procs.2016.08.018 fatcat:2jnzkepjareondvme26sg2vdme

On-the-Fly Situation Composition within Smart Spaces [chapter]

Prem Prakash Jayaraman, Arkady Zaslavsky, Jerker Delsing
2009 Lecture Notes in Computer Science  
Advances in pervasive computing systems have made smart computing spaces a reality.  ...  These smart spaces are sources of large amount of data required for context aware pervasive applications to function autonomously.  ...  Simulation and Evaluations R-CS has been implemented over CS model for sensor fusion and reasoning by incorporating the proposed algorithms for situation partitioning, re-computation of weights and improved  ... 
doi:10.1007/978-3-642-04190-7_6 fatcat:zqwqebdslzfibg7x2khyex3wem

An effective offloading middleware for pervasive services on mobile devices

Shumao Ou, Kun Yang, Jie Zhang
2007 Pervasive and Mobile Computing  
The Coign [6] project proposed a system to use a min-cut algorithm to statically partition binary  ...  As far as middleware for pervasive computing is concerned, the Spectra project [5, 9] proposes a remote execution system for mobile devices used in pervasive computing.  ...  In this section, we begin with cost modeling of a pervasive service. We then formulate the partitioning problem and propose a (k + 1) partitioning algorithm in two steps.  ... 
doi:10.1016/j.pmcj.2007.04.004 fatcat:jtqr5wl47bg4no4vis345vk3me

Service Management in Pervasive Computing Environments [chapter]

Jiannong Cao, Joanna Siebert, Vaskar Raychoudhury
2011 Pervasive Computing and Networking  
A national prize, a certificate of merit and a national scholarship for being 33 rd in the state (West Bengal) in Higher Secondary Examination (M.O: 89.9%).  ...  A national prize, a certificate of merit and a national scholarship for being 24 th in the state (West Bengal) in Secondary Examination (M.O: 91.625%).  ...  In this project we aimed to develop a generic framework and software environment for simulating different types of PNC applications, protocols and algorithms.  ... 
doi:10.1002/9781119970422.ch5 fatcat:ccmszalgorcubgdapsujsn443i

Dax Toolkit: A proposed framework for data analysis and visualization at Extreme Scale

Kenneth Moreland, Utkarsh Ayachit, Berk Geveci, Kwan-Liu Ma
2011 2011 IEEE Symposium on Large Data Analysis and Visualization  
Software will require a minimum of a 1,000 times more concurrency.  ...  Although this approach lends itself well to the concurrency of current high-performance computing, it does not exhibit the appropriate pervasive parallelism required for exascale computing.  ...  Sandia National Laboratories is a multi-program laboratory operated by Sandia Corporation, a wholly owned subsidiary of  ... 
doi:10.1109/ldav.2011.6092323 dblp:conf/ldav/MorelandAGM11 fatcat:yh7xmidimvd4jckbrjryg256dq

Pervasive parallelism in data mining

Srivatsava Daruru, Nena M. Marin, Matt Walker, Joydeep Ghosh
2009 Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09  
All Netflix Prize algorithms proposed so far are prohibitively costly for large-scale production systems.  ...  Moreover, the implemented co-clustering framework supports a wide variety of other large-scale data mining applications and forms the basis for predictive modeling on large, dyadic datasets [4, 7] .  ...  We would like to thank Larry Schumacher of Pervasive Software for his invaluable contributions to the entire dataflow engineering process.  ... 
doi:10.1145/1557019.1557140 dblp:conf/kdd/DaruruMWG09 fatcat:tnloaxmvozf7ddauyvyy4f7t3i

Parallelizing CAD

Bryan Catanzaro, Kurt Keutzer, Bor-Yiing Su
2008 Proceedings of the 45th annual conference on Design automation - DAC '08  
Instead, we propose that a key area of CAD research is to identify the design patterns underlying CAD applications and then build CAD application frameworks that aid efficient parallel software implementations  ...  We believe that frameworks for these patterns will enable CAD to successfully capitalize on increased processor performance through parallelism.  ...  This method relies heavily on matrix computations. Timing Analysis: Graph Algorithms: Computation for finding the critical path in a circuit is based on computing the longest path in a graph.  ... 
doi:10.1145/1391469.1391475 dblp:conf/dac/CatanzaroKS08 fatcat:gyirvtvsf5bh3l5l7fevugj4mm

Semantics and knowledge grids: building the next-generation grid

M. Cannataro, D. Talia
2004 IEEE Intelligent Systems  
We propose a comprehensive software architecture for the next-generation grid, which integrates currently available services and components in Semantic Web, Semantic Grid, P2P, and ubiquitous systems.  ...  J ust as the Internet is shifting its focus from information and communication to a knowledge delivery infrastructure, we see the Grid moving from computation and data management to a pervasive, worldwide  ...  Figure 2 summarizes a layered general architecture for the next-generation grid we've described.  ... 
doi:10.1109/mis.2004.1265886 fatcat:m27hc2bn4bagrgbjcepiqiv3dm

Augmenting Pervasive Environments with an XMPP-Based Mobile Cloud Middleware [chapter]

Dejan Kovachev, Yiwei Cao, Ralf Klamma
2012 Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering  
Based on a scenariobased requirement analysis and a comprehensive study on existing work for augmenting mobile devices, we propose a XMPP-based mobile cloud computing architecture employing module partitioning  ...  Emerging cloud computing opens an access to unlimited resources for mobile devices.  ...  Besides code partitioning, the augmented execution can be further achieved with a software replication.  ... 
doi:10.1007/978-3-642-29336-8_25 fatcat:2ly42i5omfem7pt6zxg5jbdqei

Self-organizing knowledge networks for pervasive situation-aware services

Matthias Baumgarten, Nicola Bicocchi, Rico Kusber, Maurice Mulvenna, Franco Zambonelli
2007 2007 IEEE International Conference on Systems, Man and Cybernetics  
Adapting to current context of usage is of fundamental importance for pervasive computing services.  ...  In this paper, also with the help of a simple case study, we motivate the need for situation-awareness and for knowledge networks, introduce a reference architecture for knowledge networks, and exemplify  ...  Conclusions Self-organizing KNs promise to become a very useful tool for future generations of pervasive services.  ... 
doi:10.1109/icsmc.2007.4414234 dblp:conf/smc/BaumgartenBKMZ07 fatcat:wuvl4vdqbbhvdlegtdt7gg5eje

Framework for Application Mapping over Packet-Switched Network of FPGAs: Case Studies [article]

Vinay B. Y. Kumar, Pinalkumar Engineer, Mandar Datar, Yatish Turakhia, Saurabh Agarwal, Sanket Diwale, Sachin B. Patkar
2015 arXiv   pre-print
However, HLS tools are not readily equipped for when an application/algorithm needs to scale.  ...  We present a (work-in-progress) semi-automated framework to map applications over a packet-switched network of modules (single FPGA) and then to seamlessly partition such a network over multiple FPGAs  ...  A 1,1 A 1,2 A 2,1 A n/k,1 A 1,n/k A n/k,n/k A = A i, The computing phase uses this pre-processed information to compute Av, for some vector v.  ... 
arXiv:1508.06823v1 fatcat:yz7p4w73jbafbbywgz4ggdel4q

A Dynamic Load Balancing Algorithm for Distributing Mobile Codes in Multi-Applications and Multi-Hosts Environment

Nevin Vunka Jungum, Nawaz Mohamudally, Nimal Nissanke
2020 Zenodo  
Code offloading refers to partitioning software and migrating the mobile codes to other computational entities for processing.  ...  To resolve such situation, we proposed a proposed a load balancing algorithm to ensure fairness in the distribution of the mobile codes.  ...  software.  ... 
doi:10.5281/zenodo.3991567 fatcat:o33ehj56ufehzevub6q4oagkdm

A Dynamic Load Balancing Algorithm for Distributing Mobile Codes in Multi-Applications and Multi-Hosts Environment

Nevin Vunka Jungum, Nawaz Mohamudally, Nimal Nissanke
2020 Zenodo  
Code offloading refers to partitioning software and migrating the mobile codes to other computational entities for processing.  ...  To resolve such situation, we proposed a proposed a load balancing algorithm to ensure fairness in the distribution of the mobile codes.  ...  software.  ... 
doi:10.5281/zenodo.3991566 fatcat:5a4jb4g5znfa7dddbod7jt5asm

Pervasive computing goes to work: interfacing to the enterprise

V. Stanford
2002 IEEE pervasive computing  
system using thousands of pervasive computing devices to replace the previous-generation paper invoice system.  ...  Algorithms for partitioned networks either enforce locking of replicas or else fail to guarantee consistency and offer little support for resolving conflicts. Bayou access to enterprise systems.  ... 
doi:10.1109/mprv.2002.1037716 fatcat:kipmbzlss5bgvnwpigroxg5kem

Adaptive Electrocardiogram Feature Extraction on Distributed Embedded Systems

R. Jafari, H. Noshadi, S. Ghiasi, M. Sarrafzadeh
2006 IEEE Transactions on Parallel and Distributed Systems  
Tiny embedded systems have not been an ideal outfit for high performance computing due to their constrained resources.  ...  In this paper, we address the issue of partitioning such a complex algorithm while the energy consumption due to wireless transmission is minimized.  ...  We proposed a technique for software partitioning in tiny embedded systems. Our target application was an ECG analysis algorithm which is generally classified as a complex medical application.  ... 
doi:10.1109/tpds.2006.96 fatcat:367mn2er3vchzpjudtxvkfm7q4
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