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Extending OpenStack Monasca for Predictive Elasticity Control

Big Data Mining and Analytics 2024年第2期7卷 315-339页

作者： Giacomo Lanciano Filippo Galli Tommaso Cucinotta Davide Bacciu Andrea Passarella scuola normale superiore Pisa 56126Italy the Real-Time Systems Laboratory(RETIS) TelecommunicationsComputer Engineeringand Photonics Institute(TeCIP)Scuola Superiore Sant’AnnaPisa 56127Italy Department of Computer Science University of PisaPisa 56127Italy National Research Council Pisa56127Italy

Traditional auto-scaling approaches are conceived as reactive automations,typically triggered when predefined thresholds are breached by resource consumption *** such rules at scale is cumbersome,especially when resources require non-negligible time to be *** paper introduces an architecture for predictive cloud operations,which enables orchestrators to apply time-series forecasting techniques to estimate the evolution of relevant metrics and take decisions based on the predicted state of the *** this way,they can anticipate load peaks and trigger appropriate scaling actions in advance,such that new resources are available when *** proposed architecture is implemented in OpenStack,extending the monitoring capabilities of Monasca by injecting short-term forecasts of standard *** use our architecture to implement predictive scaling policies leveraging on linear regression,autoregressive integrated moving average,feed-forward,and recurrent neural networks(RNN).Then,we evaluate their performance on a synthetic workload,comparing them to those of a traditional *** assess the ability of the different models to generalize to unseen patterns,we also evaluate them on traces from a real content delivery network(CDN)*** particular,the RNN model exhibites the best overall performance in terms of prediction error,observed client-side response latency,and forecasting *** implementation of our architecture is open-source.

关键词： OpenStack monitoring elasticity control auto-scaling predictive operations Monasca

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Spatiotemporal oxygen dynamics in young leaves reveal cyclic hypoxia in plants

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Molecular Plant 2024年第3期17卷 377-394页

作者： Paolo M.Triozzi Luca Brunello Giacomo Novi Gianmarco Ferri Francesco Cardarelli Elena Loreti Mariano Perales Pierdomenico Perata PlantLab Center of Plant SciencesSant'Anna School of Advanced Studies56010 PisaItaly Centro de Biotecnologia y Genomica de Plantas Universidad Politecnica de Madrid(UPM)-Instituto Nacional de Investigacion y Tecnologia Agraria y Alimentaria(INIA-CSIC)Campus de Montegancedo UPMPozuelo de Alarcon28223 MadridSpain Fondazione pisana per la Scienza 56017 PisaItaly Laboratorio NEST Scuola Normale SuperioreIstituto Nanoscienze-CNRPiazza S.Silvestro1256127 PisaItaly institute of Agricultural Biology and Biotechnology National Research Council56124 PisaItaly Departamento de Biotecnologia-Biologia Vegetal Escuela Tecnica Superior de Ingenieria AgronomicaAlimentaria y de BiosistemasUniversidad Politecnica de Madrid(UPM)28040 Madrid.Spain

Oxygen is essential for plant growth and *** occurs in plants due to limited oxygen avail-abilityfollowing adverse environmental conditions as well inhypoxic niches in otherwisenormoxic ***,the existence and functional integration of spatiotemporal oxygen dynamics with plant development remains *** animal systems dynamic fluctuations in oxygen availability are known as cyclic *** this study,we demonstrate that cyclic fluctuations in internal oxygen levels occur in young emerging leaves of Arabidopsis *** hypoxia in plants is based on a mechanism requiring the ETHYLENE RESPONSE FACTORS type VII(ERFVII)that are central components of the oxygen-sensing machinery in *** ERFVll-dependent mechanism allows precise adjustment of leaf growth in response to carbon status and oxygen availability within plant *** study thus establishes a functional connection between internal spatiotemporal oxygen dynamics and developmental processes of plants.

关键词： Arabidopsis hypoxia cyclic hypoxia leaf development oxygen-sensing mechanism ERFVII

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Ionic Interactions in Molecular and Liquid States ofPolyvalent Metal Halides

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Journal of Materials Science & Technology 1999年第4期15卷 303-306页

作者： M.P.Tosi(Instituto Nazionale di Fisica della Materia and Classe di Scienze, scuola Normate superiore,I-56126 pisa, Italy)E-mail: tosim@bib.sns.it scuola normale super pisa INFM I-56126 Pisa Italy scuola normale super pisa Classe Sci I-56126 Pisa Italy

Progress in the development of phenomenological models for the microscoplc interactions in the halides of polyvalent metals is reviewed, with main attention to neutral and ionized molecular states and to the melts of these materials. The following physical problems are discussed: (1)bond bending in the molecules of the alkaline-earth halides, (2) binding of molecular dimers and halogen transfer reactions relevant to the melts of trivalent metal halides, (3) stability of molecular ions in liquid mixtures of polyvalent metal halides and alkali halides, and (4) stabilityof molecular ions and reduced-valence states in molten cryolite under addition of sodium metal.

关键词： Cl NaF Ionic Interactions in Molecular and Liquid States ofPolyvalent Metal Halides Rev

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Gate-controlled supercurrent effect in dry-etched Dayem bridges of non-centrosymmetric niobium rhenium

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Nano Research 2024年第7期17卷 6575-6581页

作者： Jennifer Koch Carla Cirillo Sebastiano Battisti Leon Ruf Zahra Makhdoumi Kakhaki Alessandro Paghi Armen Gulian Serafim Teknowijoyo Giorgio De Simoni Francesco Giazotto Carmine Attanasio Elke Scheer Angelo Di Bernardo Department of Physics University of KonstanzUniversitätsstraße 1078464 KonstanzGermany CNR-Spin c/o Universitàdegli Studi di Salernovia Giovanni Paolo II 13284084 Fisciano(SA)Italy NEST Istituto Nanoscienze-CNR and Scuola Normale SuperiorePiazza San Silvestro 1256127 PisaItaly Dipartimento di Fisica“E.R.Caianiello” Universitàdegli Studi di SalernoVia Giovanni Paolo II 13284084 Fisciano(SA)Italy Advanced Physics Laboratory Institute for Quantum StudiesChapman UniversityBurtonsvilleMD 20866USA

The application of a gate voltage to control the superconducting current flowing through a nanoscale superconducting constriction,named as gate-controlled supercurrent(GCS),has raised great interest for fundamental and technological *** gain a deeper understanding of this effect and develop superconducting technologies based on it,the material and physical parameters crucial for the GCS effect must be ***-down fabrication protocols should also be optimized to increase device scalability,although studies suggest that top-down fabricated devices are more resilient to show a ***,we investigate gated superconducting nanobridges made with a top-down fabrication process from thin films of the noncentrosymmetric superconductor niobium rhenium with varying ratios of the constituents(NbRe).Unlike other devices previously reported and made with a top-down approach,our NbRe devices systematically exhibit a GCS effect when they were fabricated from NbRe thin films with small grain size and etched in specific *** observations pave the way for the realization of top-down-made GCS devices with high *** results also imply that physical parameters like structural disorder and surface physical properties of the nanobridges,which can be in turn modified by the fabrication process,are crucial for a GCS observation,providing therefore also important insights into the physics underlying the GCS effect.

关键词： superconductivity non-centrosymmetric superconductors superconducting devices gated devices gate-controlled supercurrent top-down fabrication

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Tau physics results from BABAR

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Chinese Physics C 2008年第6期32卷 504-508页

作者： A.Lusiani INFN and scuola normale superiore Pisa 56127Italy

Since 1999, the BABAR collaboration has accumulated and studied large samples of tau lepton pairs. The main physics results are reported.

关键词： tau tau lepton lepton flavour violation tau decays

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Subcellular localization of alpha-synuclein aggregates and their interaction with membranes

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Neural Regeneration Research 2018年第7期13卷 1136-1144页

作者： Fabiana Miraglia Alessio Ricci Lucia Rota Emanuela Colla BioSNS Laboratory Scuola Normale Superiore Department of Pharmacy University of Pisa

For more than a decade numerous evidence has been reported on the mechanisms of toxicity of α-synuclein（αS） oligomers and aggregates in α-*** species were thought to form freely in the cytoplasm but recent reports of αS multimer conformations when bound to synaptic vesicles in physiological conditions,have raised the question about where αS aggregation *** this review we focus on recent literature regarding the impact on membrane binding and subcellular localization of αS toxic species to understand how regular cellular function of αS contributes to *** αS has been reported to mainly associate with specific membranes in neurons such as those of synaptic vesicles,ER/Golgi and the mitochondria,while toxic species of αS have been shown to inhibit,among others,neurotransmission,protein trafficking and mitochondrial *** interfering with αS membrane binding have shown to improve αS-driven toxicity in worms and in ***,a selective membrane binding that would result in a specific subcellular localization could be the key to understand how aggregation and pathology evolves,pointing out to αS functions that are primarily affected before onset of irreversible damage.

关键词： alpha-synuclein oligomers aggregates subcellular localization membranes binding Parkinson's disease neurodegeneration alpha-synucleinopathies

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Nonmetal-Metal Transition in Solutions of Metals in Molten Salts

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Journal of Materials Science & Technology 1998年第1期14卷 1-8页

作者： M. P. Tosi(International Centre for Theoretical Physics, Strada Costiera 11, I-34014 Trieste, Italy) Int Ctr Theoret Phys I-34014 Trieste Italy scuola normale super pisa Ist Nazl Fis Mat & Classe Sci I-56126 Pisa Italy

Solutions of metals in molten salts present a rich phenomenology: localisatlon of electrons in disordered ionic media, activated electron transport increasing with metal concentration towards a nonmetal-metal (NM-M) transition, and liquid-liquid phase separation. A brief review of progress in the study of these systems is given in this article, with main focus on the NM-M transition. After recalling the known NM-M behaviour of the component elements in the case of expanded fluid alkali metals and mercury and of solid halogens under pressure, the article focuses on liquid metal-molten salt solutions and traces the different NM-M behaviours of the alkalis in their halides and of metals added to polyvalent metal halides.

关键词： Rev nm Nonmetal-Metal Transition in Solutions of Metals in Molten Salts Cl NaF

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Variational Analysis of Toda Systems(To Ham with admiration and gratitude)

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Chinese Annals of Mathematics,Series B 2017年第2期38卷 539-562页

作者： andrea malchiodi scuola normale superiore Piazza dei Cavalieri 750126 PisaItaly

The author surveys some recent progress on the Toda system on a twodimensional surface Σ, arising in models from self-dual non-abelian Chern-Simons vortices,as well as in differential geometry. In particular, its var... 详细信息

关键词： Geometric PDEs, Variational methods, Min-max schemes

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Embeddings of Spherical Homogeneous Spaces

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Acta Mathematica Sinica,English Series 2018年第3期34卷 299-340页

作者： Jacopo GANDINI scuola normale superiore

We review in these notes the theory of equivariant embeddings of spherical homogeneous spaces. Given a spherical homogeneous space G/H, the normal equivariant embeddings of G/H are classified by combinatorial objects called colored fans, which generalize the fans appearing in the classification of toric varieties and which encode several geometric properties of the corresponding variety.

关键词： Spherical varieties homogeneous spaces

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Unveiling the detection dynamics of semiconductor nanowire photodetectors by terahertz near-field nanoscopy

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Light(Science & Applications) 2020年第1期9卷 184-195页

作者： Eva A.A.Pogna Mahdi Asgari Valentina Zannier Lucia Sorba Leonardo Viti Miriam S.Vitiello NEST CNR-Istituto Nanoscienze and Scuola Normale SuperiorePiazza San Silvestro 1256127 PisaItaly

Semiconductor nanowire field-effect transistors represent a promising platform for the development of roomtemperature(RT)terahertz(THz)frequency light detectors due to the strong nonlinearity of their transfer characteristics and their remarkable combination of low noise-equivalent powers(100 V/W).Nano-engineering an NW photodetector combining high sensitivity with high speed(subns)in the THz regime at RT is highly desirable for many frontier applications in quantum optics and nanophotonics,but this requires a clear understanding of the origin of the *** electrical and optical measurements,however,cannot unambiguously determine the dominant detection mechanism due to inherent device asymmetry that allows different processes to be simultaneously ***,we innovatively capture snapshots of the photo-response of individual InAs nanowires via high spatial resolution(35 nm)THz photocurrent *** coupling a THz quantum cascade laser to scattering-type scanning near-field optical microscopy(s-SNOM)and monitoring both electrical and optical readouts,we simultaneously measure transport and scattering *** spatially resolved electric response provides unambiguous signatures of photo-thermoelectric and bolometric currents whose interplay is discussed as a function of photon density and material doping,therefore providing a route to engineer photo-responses by design.

关键词： scattering quantum frontier

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