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Revenue-Sharing based Computation-Resource Allocation for Mobile Blockchain

Revenue-Sharing based Computation-Resource Allocation for Mo...

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39th IEEE international conference on Computer Communications (IEEE INFOCOM)

作者： Wu, Yuan Xu, Xu Qian, Liping Ji, Bo Shi, Zhiguo Jia, Weijia Univ Macau State Key Lab Internet Things Smart City Taipa Macau Peoples R China Zhejiang Univ Technol Coll Informat Engn Hangzhou Peoples R China Temple Univ Dept Comp & Informat Sci Philadelphia PA 19122 USA Zhejiang Univ Coll Informat Sci & Elect Engn Hangzhou Peoples R China

ISBN: (数字)9781728186955

ISBN: (纸本)9781728186955

In this paper, we investigate the revenue-sharing based computation-resource allocation for mobile Blockchain, in which conventional mobile devices (i.e., the edge-computing users, EUs) can acquire computation-resources from the edge-server (ES) for increasing their chances of winning the mining game in Blockchain. Meanwhile, as a compensation to the ES, the EUs adopt the revenue-sharing mechanism by sharing parts of their respective rewards to the ES. We formulate a joint optimization of the ES's computation-resource allocation to the EUs and the EUs' revenue-sharing to the ES, with the objective of maximizing the system-reward of all EUs and the ES. Despite the non-convexity of the joint optimization problem, we propose an algorithm based on the cyclic block coordinate descent (CBCD) to solve the problem. Our algorithm decouples the original problem into two subproblems and alternatively optimizes the EUs' revenue-sharing and ES's computation-resource allocation until reaching convergence. For each subproblem, we also propose an efficient algorithm for solving it. Numerical results are provided to validate the effectiveness and efficiency of our proposed algorithms, as well as the performance advantage of our proposed revenue-sharing based computation-resource allocation for mobile Blockchain.

关键词： Resource management Optimization Games Edge computing Computational modeling Linear programming

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Application of fuzzy logic and expert elicitation for quantitative offshore well integrity data collection 39

Application of fuzzy logic and expert elicitation for quanti...

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ASME 2020 39th international conference on Ocean, Offshore and Arctic Engineering, OMAE 2020

作者： de Abreu, Danilo Taverna Martins Pereira dos Santos, Joaquim Rocha Morais, Carlos Henrique Bittencourt Martins, Marcelo Ramos Colombo, Danilo University of São Paulo São Paulo SP Brazil CENPES Petrobras Rio de Janeiro RJ Brazil

ISBN: (纸本)9780791884324

the risk of uncontrolled hydrocarbon releases in oil & gas wells is mitigated through well barrier elements (such as casings, Xmas trees and packers), which are physical components capable of holding the undesired flow of reservoir fluids. Along with operational and management measures, the well barrier elements ensure the well integrity. Typically, these elements compose well barrier sets and, at least, two tested well barrier sets should be in place during the entire life cycle. Currently, limited quantitative failure data regarding well barrier elements exists, and this fact limits a migration from the qualitative approach currently in place to a quantitative one. there are several possible sources of quantitative failure data, such as analysis of historical data, manufacturer's data, use of commercial databases, and expert elicitation. this latter approach is based on the operational experience of experts and is adequate when there are few existing data from the other sources and limited resources (including time) to collect the data empirically. this paper presents the application of an expert elicitation methodology for collection of well integrity failure data. this methodology is based on the application of fuzzy set theory and allows aggregating the opinions of different experts within a group in an attempt to reach consensus. the results include a sample of the obtained data and comparison with the results from commercial databases. the collected data serves as input for reliability analysis models, which allow predicting the probability of failure/availability of well barriers along the life cycle. © 2020 ASME

关键词： Fuzzy logic

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Simulation of the controlled movement based on the complexity principle for an automatic underwater vehicle 39

Simulation of the controlled movement based on the complexit...

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39th international conference on Vibroengineering

作者： Siek, Yuri Sakovich, Sergey State Marine Technical University Saint-Petersburg Russia

the paper deals with the mathematical modeling of the controlled motion of an automatic underwater vehicle under conditions of inaccuracy and uncertainty of information support. Methodological and theoretical approach... 详细信息

关键词： Fuzzy logic

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threshold-Based Widespread Event Detection 39

Threshold-Based Widespread Event Detection

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39th IEEE international conference on Distributed Computing Systems (ICDCS)

作者： Zhou, You Zhou, Yian Chen, Shigang Univ Florida Dept Comp & Informat Sci & Engn Gainesville FL 32611 USA Google Inc 1600 Amphitheatre Pkwy Mountain View CA 94043 USA

ISBN: (纸本)9781728125190

Widespread event detection is a fundamental network function that has many important applications in cybersecurity, traffic engineering, and distributed data mining. this paper introduces a new probabilistic threshold-based event detection problem, which is to find all events that appear in any w-out-of-a monitors with probabilistic guarantee on false positives, where a is the total number of monitors and the threshold w(<= a) is a positive integer parameter that can be arbitrarily set, according to specific application requirements. We develop an efficient threshold filter solution and its improved versions, which combine Bloom filters, counting Bloom filter, threshold filter and compressed filters in a series of encoding and filtering steps, providing tradeoff between detection accuracy and communication overhead. We theoretically optimize the system parameters in the proposed solutions to minimize the communication overhead under the constraint of probabilistic detection guarantee. Extensive simulations demonstrate the practical viability of the proposed solutions in their ability of finding widespread events in a large network with few false positives and low communication overhead.

关键词： Monitoring Event detection Probabilistic logic Servers Internet Data models Encoding

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Optimization of Decision Rules Relative to Length - Comparative Study 39th

Optimization of Decision Rules Relative to Length - Comparat...

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39th international conference on Information Systems Architecture and Technology (ISAT)

作者： Zielosko, Beata Zabinski, Krzysztof Univ Silesia Katowice Inst Comp Sci 39 Bedzinska St PL-41200 Sosnowiec Poland

ISBN: (纸本)9783319999968;9783319999951

the paper presents a modification of a dynamic programming approach employed for decision rules optimization with respect to their length. there are two aspects taken into account: (i) consideration on the length of approximate decision rules and (ii) consideration on the size of a directed acyclic graph constructed by the modified algorithm.

关键词： Decision rules Length Optimization Dynamic programming approach

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ON-LINE programming OF ROBOT SKILLS

ON-LINE PROGRAMMING OF ROBOT SKILLS

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American-Society-of-Mechanical-Engineers(ASME) international Design Engineering Technical conferences / 39th American-Society-of-Mechanical-Engineers(ASME) Computers and Information in Engineering conference (IDETC-CIE)

作者： Heikkila, Tapio Saukkoriipi, Janne Ahola, Jari M. Seppala, Tuomas VTT Tech Res Ctr Finland Ltd Oulu Finland

ISBN: (纸本)9780791859292

Robot skills provide a way to model and reuse sensor and robot technologies in effective ways. Skills can integrate and synchronize robot actions and sensor data in a consistent way and provide a framework for configurable robot systems, enabling quick setups of applications. Skills and skill modeling can be used not only for representing the composition of sensor based robot tasks, but also for programming on-line such tasks. In this paper we will introduce a skill based approach for representing on-line programming of skill based tasks. We will also give a practical example for modelling and implementing on-line programming ofa handling skill relying on use ofobject localization sensors.

关键词： robot skill programming

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logic Circuits Based on Neuron-Like Antiferromagnetic Spin Hall Oscillators 39

Logic Circuits Based on Neuron-Like Antiferromagnetic Spin H...

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39th IEEE international conference on Electronics and Nanotechnology (ELNANO)

作者： Sulymenko, O. R. Prokopenko, O. V. Taras Shevchenko Natl Univ Kyiv Fac Radio Phys Elect & Comp Syst Kiev Ukraine

ISBN: (纸本)9781728120652

Neuromorphic computing is field of electronics which use the similar principals as human brain does. Neurons in nervous system can be presented as non-linear oscillators with different regimes of operating. In contradiction to traditional computers neuromorphic systems demonstrate better results in tasks of imaging recognition, tasks of synthesis and predictions. In this paper we show that antiferromagnetic spin Hall oscillator in certain regime can demonstrate behavior similar to the one of a biological neuron. Form of generation pulses, existence of the threshold of driving signal, which divides different operation regimes, and other common features of a spin Hall oscillator and biological neuron gives an opportunity to propose the use of such a generator as a neuron in neuromorphic circuits. Also such artificial "neuron" based on an antiferromagnetic spin Hall oscillator can perform different logical operations. We demonstrate that AND, OR, Majority and Q gates, and full adder operations can be realized on that such "neurons". As single peak duration is several picoseconds, the operation frequency of such neuromorphic systems can be tens of GHz.

关键词： spin Hall oscillator antiferromagnet artificial neuron neuromorphic computing

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FORMALIZATION OF FRACTIONAL FLOW COMPONENT IN HIGHER -ORDER logic thEOREM PROVING

FORMALIZATION OF FRACTIONAL FLOW COMPONENT IN HIGHER -ORDER ...

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作者： Zhao, Chunna Jiang, Murong Huang, Yaqun Yunnan Univ Sch Informat Sci & Engn Kunming Yunnan Peoples R China

ISBN: (纸本)9780791859292

Fractional calculus is a powerful tool for dealing with complex systems, and fractional flow component can effectively reflect the nonlinear gradual change of rheology in vibration state. Besides, higher-order logic theorem proving is a formal method for specification and verification. this paper, accordingly, presents a higher-order logic formalization of fractional flow component based on fractional calculus Caputo definition. the relationship between fractional order differential and integer order differential is verified according to fractional calculus Caputo definition in higher-order logic theorem proving, where fluid mechanics fractional flow component is then formally analyzed.

关键词： Flow (Dynamics) theorems (Mathematics) Fluid mechanics Rheology Vibration Formal methods Complex systems

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EMBEDDED RIOTS - MODEL PREDICTIVE CONTROL TOWARDS EDGE

EMBEDDED RIOTS - MODEL PREDICTIVE CONTROL TOWARDS EDGE

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作者： Viola, Jairo Dehghan, Sina Chen, YangQuan Univ Calif Sch Engn MESA Lab Merced CA 95343 USA

ISBN: (纸本)9780791859292

RIOTS is a general purpose optimal problem solver written as a MATLAB toolbox with mixed-language programming (C, Fortran, Matlab, Simulink). this first paper introduces how to make RIOTS run under an embedded platform RP3B (Raspberry Pi 3 B) with Windows 10. We presented the system architecture and a complete demo on running RIOTS as the inner kernel for MPC, using a house made thermal control system based on Peltier modules.

关键词： Control systems FORTRAN Matlab Predictive control System architecture Computer programming

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Generative Policies for Coalition Systems A Symbolic Learning Framework 39

Generative Policies for Coalition Systems A Symbolic Learnin...

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39th IEEE international conference on Distributed Computing Systems (ICDCS)

作者： Bertino, Elisa Russo, Alessandra Law, Mark Calo, Seraphin Manotas, Irene Verma, Dinesh Abu Jabal, Amani Cunnington, Daniel de Mel, Geeth White, Graham Lobo, Jorge Ingham, John Cirincione, Gregory H. Purdue Univ Dept Comp Sci W Lafayette IN 47907 USA Imperial Coll London England IBM TJ Watson Res Ctr Yorktown Hts NY USA IBM Res Hursley England Univ Pompeu Fabra ICREA Barcelona Spain Dstl Salisbury Wilts England US Army Res Lab Adelphi MD USA

ISBN: (纸本)9781728125190

Policy systems are critical for managing missions and collaborative activities carried out by coalitions involving different organizations. Conventional policy-based management approaches are not suitable for next-generation coalitions that will involve not only humans, but also autonomous computing devices and systems. It is critical that those parties be able to generate and customize policies based on contexts and activities. this paper introduces a novel approach for the autonomic generation of policies by autonomous parties. the framework combines context free grammars, answer set programs, and induction-based learning. It allows a party to generate its own policies, based on a grammar and some semantic constraints, by learning from examples. the paper also outlines initial experiments in the use of such a symbolic approach and outlines relevant research challenges, ranging from explainability to quality assessment of policies.

关键词： Intelligent Systems Context Awareness logic System Management Coalitions

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