Mean field analysis for inhomogeneous bike sharing systems [PDF]
Discrete Mathematics & Theoretical Computer Science, 2012 In the paper, bike sharing systems with stations having a finite capacity are studied as stochastic networks. The inhomogeneity is modeled by clusters.
Christine Fricker +2 more
doaj +1 more source
Queues on interacting networks [PDF]
, 2022 Interacting networks are different in nature to single networks. The study of queuing processes on interacting networks is underdeveloped. It presents new mathematical challenges and is of importance to applications.
Vlasiou, Maria
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Astrophysical Supercomputing with GPUs: Critical Decisions for Early Adopters [PDF]
, 2010 General purpose computing on graphics processing units (GPGPU) is dramatically changing the landscape of high performance computing in astronomy. In this paper, we identify and investigate several key decision areas, with a goal of simplyfing the early ...
Amr H. Hassan +10 more
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Mesmerizer: A Effective Tool for a Complete Peer-to-Peer Software Development Life-cycle [PDF]
, 2011 In this paper we present what are, in our experience, the best practices in Peer-To-Peer(P2P) application development and how we combined them in a middleware platform called Mesmerizer. We explain how simulation is an integral part of the development
El-Ansary, Sameh +3 more
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Algebraic Multigrid for Disordered Systems and Lattice Gauge Theories [PDF]
, 2000 The construction of multigrid operators for disordered linear lattice operators, in particular the fermion matrix in lattice gauge theories, by means of algebraic multigrid and block LU decomposition is discussed.
Best, Christoph
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On-device training of machine learning models on microcontrollers with a look at federated learning [PDF]
, 2021 Recent progress in machine learning frameworks makes it now possible to run an inference with sophisticated machine learning models on tiny microcontrollers. Model training, however, is typically done separately on powerful computers. There, the training
Freitag, Fèlix +2 more
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A Logic Programming Approach to Predict Effective Compiler Settings for Embedded Software [PDF]
, 2015 This paper introduces a new logic-based method for optimising the selection of compiler flags on embedded architectures. In particular, we use Inductive Logic Programming (ILP) to learn logical rules that relate effective compiler flags to specific ...
Blackmore, Craig B +2 more
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Versatile, Scalable, and Accurate Simulation of Distributed Applications and Platforms [PDF]
, 2014 International audienceThe study of parallel and distributed applications and platforms, whether in the cluster, grid, peer-to-peer, volunteer, or cloud computing domain, often mandates empirical evaluation of proposed algorithmic and system solutions via
Casanova, Henri +4 more
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Collaborative Uploading in Heterogeneous Networks: Optimal and Adaptive Strategies
, 2017 Collaborative uploading describes a type of crowdsourcing scenario in networked environments where a device utilizes multiple paths over neighboring devices to upload content to a centralized processing entity such as a cloud service.
Alt, Bastian +4 more
core +1 more source
The origin of bursts and heavy tails in human dynamics
, 2005 The dynamics of many social, technological and economic phenomena are driven by individual human actions, turning the quantitative understanding of human behavior into a central question of modern science. Current models of human dynamics, used from risk
Barabási, Albert-László
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