49 research outputs found

    Steady-State Analysis of Load Balancing with Coxian-22 Distributed Service Times

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    This paper studies load balancing for many-server (NN servers) systems. Each server has a buffer of size b1,b-1, and can have at most one job in service and b1b-1 jobs in the buffer. The service time of a job follows the Coxian-2 distribution. We focus on steady-state performance of load balancing policies in the heavy traffic regime such that the normalized load of system is λ=1Nα\lambda = 1 - N^{-\alpha} for 0<α<0.5.0<\alpha<0.5. We identify a set of policies that achieve asymptotic zero waiting. The set of policies include several classical policies such as join-the-shortest-queue (JSQ), join-the-idle-queue (JIQ), idle-one-first (I1F) and power-of-dd-choices (Podd) with d=O(NαlogN)d=O(N^\alpha\log N). The proof of the main result is based on Stein's method and state space collapse. A key technical contribution of this paper is the iterative state space collapse approach that leads to a simple generator approximation when applying Stein's method

    Statistically-secure ORAM with O~(log2n)\tilde{O}(\log^2 n) Overhead

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    We demonstrate a simple, statistically secure, ORAM with computational overhead O~(log2n)\tilde{O}(\log^2 n); previous ORAM protocols achieve only computational security (under computational assumptions) or require Ω~(log3n)\tilde{\Omega}(\log^3 n) overheard. An additional benefit of our ORAM is its conceptual simplicity, which makes it easy to implement in both software and (commercially available) hardware. Our construction is based on recent ORAM constructions due to Shi, Chan, Stefanov, and Li (Asiacrypt 2011) and Stefanov and Shi (ArXiv 2012), but with some crucial modifications in the algorithm that simplifies the ORAM and enable our analysis. A central component in our analysis is reducing the analysis of our algorithm to a "supermarket" problem; of independent interest (and of importance to our analysis,) we provide an upper bound on the rate of "upset" customers in the "supermarket" problem

    Отображение различий в восприятии времени и временной перспективы носителей украинской, американской и французской культур

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    У статті досліджено показники монохронності та поліхронності у сприйнятті часу представників української, американської та французької культур.In this article the indexes are probed in perception of time of representatives of the Ukrainian, American and French cultures.В статье исследованы показатели монохронности и полихронности в восприятии времени представителей украинской, американской и французской культур

    Kinetic modelling of quantitative proteome data predicts metabolic reprogramming of liver cancer

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    BACKGROUND: Metabolic alterations can serve as targets for diagnosis and cancer therapy. Due to the highly complex regulation of cellular metabolism, definite identification of metabolic pathway alterations remains challenging and requires sophisticated experimentation. METHODS: We applied a comprehensive kinetic model of the central carbon metabolism (CCM) to characterise metabolic reprogramming in murine liver cancer. RESULTS: We show that relative differences of protein abundances of metabolic enzymes obtained by mass spectrometry can be used to assess their maximal velocity values. Model simulations predicted tumour-specific alterations of various components of the CCM, a selected number of which were subsequently verified by in vitro and in vivo experiments. Furthermore, we demonstrate the ability of the kinetic model to identify metabolic pathways whose inhibition results in selective tumour cell killing. CONCLUSIONS: Our systems biology approach establishes that combining cellular experimentation with computer simulations of physiology-based metabolic models enables a comprehensive understanding of deregulated energetics in cancer. We propose that modelling proteomics data from human HCC with our approach will enable an individualised metabolic profiling of tumours and predictions of the efficacy of drug therapies targeting specific metabolic pathways

    Black Lives Matter - Black Minds Matter

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    Analytical challenges in human plasma lipidomics: A winding path towards the truth

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    Human plasma lipidome has been extensively studied in many pathophysiological contexts with the hope of identifying biomarkers for early diagnostics and monitoring the progression and treatment of a broad spectrum of diseases. However, despite remarkable progress in lipidomics technologies, the concordance of lipidomics measurements between independent laboratories remains limited and not fulfilling the criteria of common laboratory diagnostics. Here we highlighted a few critical aspects of epidemiological studies of the plasma lipidome, including the selection of study cohorts, collection of plasma samples as well as extraction, identification and quantification of lipids. We argue that reporting the abundances of plasma lipids as molar concentrations is a key turning point during the transition of research lipidomics into a common tool of clinical diagnostics
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