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Savant: Automatic parallelization of a scheduling heuristic with machine learning

Frederic Pinel, Pascal Bouvry, Bernabe Dorronsoro, Samee U. Khan
2013 2013 World Congress on Nature and Biologically Inspired Computing  
This paper investigates the automatic parallelization of a heuristic for an NP-complete problem, with machine learning.  ...  Our approach, called Savant, is inspired from the Savant syndrome. Its concurrency model is based on mapreduce. The approach is evaluated with the well-known Min-Min heuristic.  ...  We thank the anonymous reviewers for their comments and suggestions for improvement.  ... 
doi:10.1109/nabic.2013.6617837 dblp:conf/nabic/PinelBDK13 fatcat:uy2fv4wreney5p6b37pc25eboe

Editorial: Special Issue on «Advanced Computing: from Theory to Practice»
Предисловие к специальному выпуску «Продвинутые компьютерные методы: от теории к практике»

A.N. Tchernykh, A. Hadjali
2019 Proceedings of the Institute for System Programming of RAS  
of a novel soft computing method Virtual Savant that uses machine learning techniques to compute solutions to a given optimization problem.  ...  The second paper entitled «Virtual Savant for the Knapsack Problem: learning for automatic resource allocation» by Massobrio R., Dorronsoro Díaz B., and Nesmachnow Cánovas S.E. presents the application  ... 
doi:10.15514/ispras-2019-31(2)-0 fatcat:7inmpcpc5rb2taiomnrcgwzkwi

A Survey of Evolutionary Computation for Resource Management of Processing in Cloud Computing [Review Article]

Mateusz Guzek, Pascal Bouvry, El-Ghazali Talbi
2015 IEEE Computational Intelligence Magazine  
Indeed, the new cloud-related techniques for resource virtualization and sharing and the corresponding service level agreements call for new optimization models and solutions.  ...  It is important for computational intelligence researchers to understand the novelties introduced by cloud computing.  ...  Johnatan Pecero, and Dominic Dunlop for their valuable comments.  ... 
doi:10.1109/mci.2015.2405351 fatcat:nuxavfk5ezdzdlebbcrdawpyli

Cloud Trust-Driven Hierarchical Sharing Method of Internet of Things Information Resources

Jianpeng Zhang, Wei Wang
2021 Complexity  
Short information sharing time is one of the problems to be solved in the traditional Internet.  ...  for hierarchical information resource sharing services in the cloud environment of the Internet of Things.  ...  Cloud computing is the representative computing model for the development of the Internet (the current Internet of ings supporting environment).  ... 
doi:10.1155/2021/5573103 fatcat:xr6paeyyejea5pifewt3da6ki4

Task Scheduling for Multiunit Parallel Test Using Mixed-Integer Linear Programming

Zhao Yang, Han-Shan Xiao, Rui Guan, Yang Yang, Hong-Liang Ji, Akemi Gálvez
2021 Mathematical Problems in Engineering  
To meet the challenges of implementing multiunit parallel test in practical projects, this paper presented a mixed-integer linear programming (MILP) model for solving the task scheduling problem.  ...  Furthermore, it is proved that the essence of the parallel test is trading space for time.  ...  Dorronsoro and Pinel [16] proposed a new accurate and fast memetic parallel optimization algorithm for the independent tasks scheduling problem, which combined the virtual savant optimization framework  ... 
doi:10.1155/2021/3785452 fatcat:n44lw4ttybamtpvg6iviwxn4ei

Present State of CFD Softwares Application for Launch Vehicle Analysis
발사체 해석을 위한 CFD 소프트웨어 적용 현황

Hwanghui Jeong, Jae Yeol Kim, Jae-Ryul Shin
2020 Journal of the Korean Society of Propulsion Engineers  
Please visit the following URL for additional information: http://opensource .gsfc .nasa .gov/projects/xml2he/index .  ...  This software program takes an XML representation of the contents of a Hierarchical Data Format-Earth Observing System (HDF-EOS) file and recreates the file from that description .  ...  computational mechanics problems by leveraging several open-source high-performance computing libraries for numerical linear algebra routines and parallel input/output .  ... 
doi:10.6108/kspe.2020.24.3.071 fatcat:trxkhiuqrjakll32bcjxskgwju

RFID Middleware Design and Architecture [chapter]

Mehdia Ajana El Khaddar, Mohammed Boulmalf, Hamid Harroud, Mohammed Elkoutbi
2011 Designing and Deploying RFID Applications  
Unlike the other systems, line of sight is required for the communication between RFID reader and tags.  ...  UHF tags are considered as being the most practical for item-level tracking as they offer a good balance between range (typically less than a few meters), a high reading speed, and the ability to read  ...  information by Edge Savants.  ... 
doi:10.5772/16917 fatcat:nwb72pussvbibm5nql4sydeozu

The Global Network Organization of the Future: Information Management Opportunities and Challenges

Sirkka L. Jarvenpaa, Blake Ives
1994 Journal of Management Information Systems  
An employee who spots (or develops) a problem with a job can go the the computer and put a ‘shop hold’ on it” [17, p. 57].  ...  Here’s a virtual model for America’s industrial giants. August 23, 1993, 40. . New York Times. The age of the hierarchy is over. September 24, 1989. . New York Times. Computers give trucker an edge.  ... 
doi:10.1080/07421222.1994.11518019 fatcat:gg4bcenonnexva7ahlamj64vsm

Interactive Digital Environments for Cultural Heritage and Museums. Building a digital ecosystem to display hidden collections

Massimiliano Lo Turco, Paolo Piumatti, Michele Calvano, Elisabetta Caterina Giovannini, Noemi Mafrici, Andrea Tomalini, Bruno Fanini
2019 Disegnare con  
used for the dissemination of cultural heritage in museum context.  ...  The main aim of the project has been to make available a small series of artefacts that are part of the museum collection through their virtual reproduction.The research investigates procedures that are  ...  In his Prospectus [4] , he stated about a schedule of sixty issues for the plates, foreseeing a two-years overall time frame for their printing.  ... 
doaj:69ad51086ac049d5b818c1082c11716d fatcat:zigrpfkmsvbpdizr236hxcjluq

Genetic Programming III - Darwinian Invention and Problem Solving

Peter Nordin
1999 Evolutionary Computation  
Finally, we thank our families for their patience for yet another project that took Dad away for significant periods of time.  ...  Special thanks goes to our reviewers, who stuck with us through a major reorganization of the book and provided insightful and useful comments.  ...  Yet for the past half-century or more there has been a parallel discussion in the computer-science community.  ... 
doi:10.1162/evco.1999.7.4.451 fatcat:27732t6mfvgt7mzpbvkrv6wcqm

Quantum Mind 2003, Consciousness, Quantum Physics and the Brain. March 15-19, 2003, The University of Arizona, Tucson, Arizona

Editorial NQ
2007 NeuroQuantology  
However quantum computation would surely be advantageous from an evolutionary perspective, and biology has had 4 billion years to solve the decoherence problem and evolve quantum mechanisms.  ...  Critics deride this comparison as a mere "minimization of mysteries" and quickly point out that the brain is too warm for quantum computation which in the technological realm requires extreme cold to avoid  ...  For example, we have developed a quantum computing algorithm for optimization that uses information about the problem (density of states) to speed up the process of finding the optimal solution.  ... 
doi:10.14704/nq.2003.1.3.23 fatcat:e76cv2ivqjdbxolv2hbls67gqu

Natural-Born Cyborgs: Minds, Technologies, and the Future of Human Intelligence (review)

Mark Erickson
2004 Canadian journal of sociology  
Ubiquitous Computing only compounds the problem.  ...  blurring the boundaries between the virtual and the physical ("tangible computing," more on which below).  ... 
doi:10.1353/cjs.2004.0038 fatcat:w4y2rzpakbcgbivjhpsbizvmzu

Mapping Intermediality in Performance

Maria Chatzichristodoulou
2011 Contemporary Theatre Review  
We also thank Emmy Kattenbelt for her work on constructing the index and Miguel Escobar for designing the diagrams of the nodes.  ...  For more information about the series, please visit: www.aup.nl thank Jeroen Sondervan, the series editor, for commissioning this volume and Chantal Nicolaes and the production team at AUP for realising  ...  Acknowledgements The editors wish to acknowledge financial and other support from: the Digital Humanities Initiative at Buffalo and the University at Buffalo (SUNY); Central School of Speech & Drama, University  ... 
doi:10.1080/10486801.2011.562056 fatcat:kthirs3lrvhotfbmmm5sqbpjte

Issue 29 Introduction: Computing the City

Armin Beverungen, Florian Sprenger
2017 Fibreculture Journal  
Likewise, the cybernetic visions of computational control mask the limits of computation and the ways in which 'wicked problems' might require political rather than computational solutions (Goodspeed,  ...  In his essay in this issue, Apprich recounts an historical moment where the phantasmagoria of virtual space met the crisis of the city: suddenly the city became a fruitful, usable metaphor for the emerging  ...  We would also like to sincerely thank our reviewers for their help during the peer review process, and Su Ballard and Mat Wall-Smith for the very enjoyable collaboration.  ... 
doi:10.15307/fcj.29.212.2017 fatcat:zoqi2hu5frhyxfmdsmqktyrxiq

Papers read at the 26th Annual Meeting of the Psychonomic Society

1985 Bulletin of the Psychonomic Society  
In 1982, the Governing Board and Membership authorized a token $5 registration fee for all attendees .  ...  Hotel Reservations A room reservation card for the hotel is enclosed with this program. Please make your room reservations promptly by returning the completed card to the hotel.  ...  Of special interest were the mixed prime conditions (e.g., AC prime for AA target). In the mixed prime condition, a mismatching prime virtually eliminated the benefits of a matching prime .  ... 
doi:10.3758/bf03329844 fatcat:pxwbe5wuizcybb3k5konrlfn6a
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