the proceedings contain 8 papers. the topics discussed include: scalable hyperparameter optimization with lazy Gaussian processes;understanding scalability and fine-grain parallelism of synchronous data parallel train...
ISBN:
(纸本)9781728159850
the proceedings contain 8 papers. the topics discussed include: scalable hyperparameter optimization with lazy Gaussian processes;understanding scalability and fine-grain parallelism of synchronous data parallel training;DisCo: physics-based unsupervised discovery of coherent structures in spatiotemporal systems;GradVis: visualization and second order analysis of optimization surfaces during the training of deep neural networks;metaoptimization on a distributed system for deep reinforcement learning;scheduling optimization of parallel linear algebra algorithms using supervised learning;parallel data-local training for optimizing Word2Vec embeddings for word and graph embeddings;and fine-grained exploitation of mixed precision for faster CNN training.
the proceedings contain 18 papers. the special focus in this conference is on High Performance computing in Computational Science. the topics include: A Scheduling theory Framework for GPU Tasks Efficient Execution;A ...
ISBN:
(纸本)9783030159955
the proceedings contain 18 papers. the special focus in this conference is on High Performance computing in Computational Science. the topics include: A Scheduling theory Framework for GPU Tasks Efficient Execution;A Timer-Augmented Cost Function for Load Balanced DSMC;Accelerating Scientific Applications on Heterogeneous systems with HybridOMP;a New Parallel Benchmark for Performance Evaluation and Energy Consumption;bigger Buffer k-d Trees on Multi-Many-Core systems;a Parallel Generator of Non-Hermitian Matrices Computed from Given Spectra;LRMalloc: A Modern and Competitive Lock-Free Dynamic Memory Allocator;towards a Strategy for Performance Prediction on Heterogeneous Architectures;Dynamic Configuration of CUDA Runtime Variables for CDP-Based Divide-and-Conquer algorithms;Design, Implementation and Performance Analysis of a CFD Task-Based Application for Heterogeneous CPU/GPU Resources;Optimizing Packed String Matching on AVX2 Platform;A GPU-Based Metaheuristic for Workflow Scheduling on Clouds;a Systematic Mapping on High-Performance computing for Protein Structure Prediction;performance Evaluation of Deep Learning Frameworks over Different Architectures;non-uniform Domain Decomposition for Heterogeneous Accelerated Processing Units;performance Evaluation of Two Load Balancing algorithms for Hybrid Clusters.
the proceedings contain 77 papers. the topics discussed include: ELS: an hard real-time scheduler for homogeneous multi-core platforms;MC-RPL: a new routing approach based on multi-criteria RPL for the Internet of thi...
ISBN:
(纸本)9781728150758
the proceedings contain 77 papers. the topics discussed include: ELS: an hard real-time scheduler for homogeneous multi-core platforms;MC-RPL: a new routing approach based on multi-criteria RPL for the Internet of things;Persian sentiment lexicon expansion using unsupervised learning methods;a case study for presenting bank recommender systems based on bon card transaction data;performance evaluation of classification data mining algorithms on coronary artery disease dataset;DMap: a distributed blockchain-based framework for online mapping in smart city;and a novel parallel jobs scheduling algorithm in the cloud computing.
this study examines the impact of digital technologies on the economic growth of Central Asian and European countries. Withthe increasing integration of digital technologies globally, understanding their economic imp...
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ISBN:
(纸本)9798400709036
this study examines the impact of digital technologies on the economic growth of Central Asian and European countries. Withthe increasing integration of digital technologies globally, understanding their economic implications is crucial, particularly in diverse regions like Central Asia and *** research employs the Autoregressive Distributed Lag (ARDL) model, a robust econometric method suitable for analyzing both short-term and long-term relationships in time series data. this approach utilizes 22 years of data from the World Bank, focusing on variables such as internet usage, sanctioned phone subscriptions, and mobile cellular subscriptions, and their impact on GDP per *** ARDL model's findings reveal a positive correlation between the increase in digital technology usage (specifically internet users and phone subscriptions) and GDP per capita in Central Asian and European countries. A notable increase in GDP per capita is observed withthe rise in internet users and sanctioned phone subscriptions, whereas the impact of mobile cellular subscriptions, though positive, is comparatively *** results suggest that enhanced digital connectivity, as evidenced by increased internet usage and phone subscriptions, significantly contributes to economic growth. this underscores the importance of digital inclusion and infrastructure development in driving economic development in diverse geographical *** study highlights the significant role of digital technologies in economic growth, providing empirical evidence that underscores the need for policies and initiatives to promote digital inclusion and infrastructure development in Central Asia and Europe.
Nowadays high data rates optical fiber communication system demanding and consolidating the use of compact and tunable pulse laser sources with narrow temporal Full Width at Half Maximum (FWHM). In this work narrow pu...
ISBN:
(纸本)9798400709036
Nowadays high data rates optical fiber communication system demanding and consolidating the use of compact and tunable pulse laser sources with narrow temporal Full Width at Half Maximum (FWHM). In this work narrow pulsed and compressed laser source that works in c- band region which is suitable window in optical fiber communication system. Compression factor (Fc) is figure of merit of this work which is grantee the performance of compression process. this approach was done after designing inline cascaded Multimode fiber Mazh-Zehnder Interferometers (CMMF-MZIs) pulse compressor. this type of fiber interferometer has cascaded seven MZIs with controlled there Fee Spectral Range (FSR). Tenability of pulsed compressed c- band laser source was done after manipulating the Vernier effect that produced after applying mechanical forces to the cascaded MMF-MZIs that have been investigated after splicing seven multi-mode fibers (50/125) μm with single mode fibers (SMF-28), all these segments of fibers have equally length with 10 cm. In this work 1546.7 nm and 1.32 mW pulsed laser source was propagated with7 cascaded MMF-MZIs with different free spectral range that varied after applying mechanical forces on seven cross sectional areas of multimode fiber and also on the eighth micro cavity splicing regions between the single and multimode fibers. Two minima compression factors were obtained one is 1.15 when 5g weight was applied on the two splicing regions (7, 8) that related to the forth spliced multimode fiber lead 144 pm blue shift laser central wavelength while 1.11 was obtained with 100g applied at the third 10 cm multimode fiber cross sectional area with71 pm red shift the central wavelength. Also the central wavelength of the out coming pulsed laser source was located in the range (1546.032-1547.260) nm when the two mechanical weights 5 and 100 g are applied on the two micro- cavity splicing regions (3,4) and (1,3) respectively.
the proceedings contain 7 papers. the special focus in this conference is on Mining Ubiquitous and Social Environments. the topics include: Analyzing big data streams with apache SAMOA;Multimodal behavioral mobility p...
ISBN:
(纸本)9783030339067
the proceedings contain 7 papers. the special focus in this conference is on Mining Ubiquitous and Social Environments. the topics include: Analyzing big data streams with apache SAMOA;Multimodal behavioral mobility pattern mining and analysis using topic modeling on GPS data;sequential monte carlo inference based on activities for overlapping community models;results of a survey about the perceived task similarities in micro task crowdsourcing systems;Provenance of explicit and implicit interactions on social media with W3C PROV-DM.
the proceedings contain 14 papers. the special focus in this conference is on Applied Verification of Continuous and Hybrid systems. the topics include: ARCH-COMP20 category report: Continuous and hybrid systems with ...
the proceedings contain 14 papers. the special focus in this conference is on Applied Verification of Continuous and Hybrid systems. the topics include: ARCH-COMP20 category report: Continuous and hybrid systems with nonlinear dynamics;arch-comp20 category report: Stochastic models;ARCH-COMP20 category report: Artificial intelligence and neural network control systems (AINNCS) for continuous and hybrid systems plants;ARCH-COMP 2020 category report: Falsification;ARCH-COMP20 category report: Hybrid systemstheorem proving;ARCH-COMP20 repeatability evaluation report;kaa: A python implementation of reachable set computation using bernstein polynomials;guaranteed phase synchronization of hybrid oscillators using symbolic euler’s method (Verification challenge);analysis of real-time control systems using first-order continuization;a robust controlled backward reach tube with (Almost) analytic solution for two dubins cars;evaluating optimization solvers and robust semantics for simulation-based falsification.
the international market environment is undergoing rapid change. To advance the development of multinational corporations, the information systems in multinational corporations are expected to be constructed rapidly a...
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ISBN:
(纸本)9781665420723
the international market environment is undergoing rapid change. To advance the development of multinational corporations, the information systems in multinational corporations are expected to be constructed rapidly and optimized timely in accordance withthe requirements of international business management. Moreover, the cross-border data in multinational corporations is massive, from which valuable insights can be discovered to support international business management. In this paper, we analyze the challenges of constructing information systems in multinational corporations. We propose that the new architecture withthe enterprise middle platform as core should be used in multinational corporations. this architecture could accumulate common system functions, collect business data resources, and provide convenient and reusable services to the front-end information systems. Based on the enterprise middle platform, we could accelerate the construction of the information systems and conduct various data analysis. An information system is developed as an example to show that adopting this new architecture is good for multinational corporations to implement global management. the study in this paper provides meaningful references for multinational corporations to drive digital transformation.
the proceedings contain 678 papers. the special focus in this conference is on Earthquake Geotechnical Engineering. the topics include: Applications of non-ergodic site response in ground motion modeling;foundation–s...
ISBN:
(纸本)9780367143282
the proceedings contain 678 papers. the special focus in this conference is on Earthquake Geotechnical Engineering. the topics include: Applications of non-ergodic site response in ground motion modeling;foundation–structure systems subjected to faulting-induced deformation: Numerical and physical modelling, design methods, mitigation techniques;multiple-liquefaction behavior of sands in shaking table tests and cyclic stacked-ring shear tests;dynamic centrifuge tests for soil-foundation-structure interaction problems: Disconnected piled raft (dpr);calibration of a constitutive model for the cyclic loading responses of fraser river delta silt;next generation reduced order models for soil-structure interaction;uncertainties and variabilities in seismic ground response analyses;the use of numerical analysis in the interpretation of liquefaction case histories;key aspects in the engineering assessment of soil liquefaction;probabilistic assessment of the earthquake-induced displacements of a slope using finite element analysis;modeling of soil-structure interaction for reinforced breakwater foundation subjected to earthquake and tsunami loading;on the seismic design of displacing earth retaining systems;lateral and seismic responses of composite caisson-pile foundations;development of the second generation of eurocode 8 – part 5: A move towards performance-based design;vulnerability assessment of buildings exposed to seismically-induced landslides, liquefaction and tsunamis;lessons on psha and site response analyses learned from recent infrastructure projects worldwide;site characterization of strong motion stations based on borehole and surface geophysical techniques;observations on the response of natural fine-grained soils with respect to particle fabric;assessment of seismic behavior of deep foundations from large-scale liquefaction shake table experiments;modeling the cyclic response of sands for liquefaction analysis.
this proceedings contains 12 papers. the proceedings of the VLDB Endowment (PVLDB) provides a high-quality publication service to the data management research community. this conference issue covers the topics which i...
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