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检索条件"任意字段=Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems"

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A machine learning prediction of automatic text based assessment for open and distance learning: A review 10th

A machine learning prediction of automatic text based assess...

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10th international conference on Innovations in Bio-Inspired Computing and Applications, IBICA 2019 and 9th World Congress on Information and Communication Technologies, WICT 2019

作者： Blessing, Guembe Azeta, Ambrose Misra, Sanjay Chigozie, Felix Ahuja, Ravin Covenant University Ota Nigeria Shri Vikaramshila University Gurgaon India

ISBN: (纸本)9783030493387

In this systematic literature review, automatic text-based and easy type assessment grading system using Machine Learning and Natural Language Processing (NLP) techniques was investigated. the major focus is on text-based and essay type assessment in ODL courses. Text-based and essay type questions is an important tool for performing quality examination and assessment to help the students gain mastery over the task and widen their horizon of knowledge and increase the learner’s development and learning than, for instance subjective question type, single choice question (SCQ), multiple choice question (MCQ) and true/false question type. Automatic text-based and essay type assessment grading system can be used as an important tool in ODL institutions, where assessment and examination can be quickly and easily evaluated for the purpose of efficient feedback. We carried out this study using quality, exclusion and inclusion criteria by selecting only studies that focuses on NLP and Machine Learning techniques for automatic text-based and essay type assessment grading task. Searches in acm Digital Library, Semantic Scholar, Scopus, IEEE Xplore, Google Scholar, Microsoft Academic, Learn Tech Library and Springer is performed in order to retrieve important and relevant literature in this research domain. conference papers, journals and articles between the year 2011 and 2019 were considered in this study. this study found 34 published articles describing automatic text-based and essay type assessment and examination grading task out of a total of 1260 articles that met our search criteria. © the Editor(s) (if applicable) and the Author(s), under exclusive license to Springer Nature Switzerland AG 2021.

关键词： Digital libraries

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UM²Q: Multi-cloud Selection Model based on Multi-criteria to Deploy a distributed Microservice-based Application 10

UM<SUP>2</SUP>Q: Multi-cloud Selection Model based on Multi-...

引用

10th international conference on Cloud Computing and Services Science (CLOSER)

作者： Carvalho, Juliana Vieira, Dario Trinta, Fernando Fed Univ Piaui UFPI Picos Brazil EFREI Paris Paris France Fed Univ Ceara UFC Fortaleza Ceara Brazil

ISBN: (纸本)9789897584244

Choosing the best configuration to deploy a distributed application in a multi-cloud environment is a complex task since many cloud providers offer several services with different capabilities. In this paper, we present a multi-cloud selection process to deploy a distributed microservice-based application, which has low communication cost among microservices. the proposed selection process is part of PacificClouds, an approach that intends to manage the deployment and execution of distributed applications across multiple providers from the software architect perspective. the proposed approach selects various providers, where each provider must host an entire microservice with multiple tasks consuming several cloud services. the UM(2)Q approach selects the provider that better meets the software architect requirements, for each microservice of a multi-cloud application. Hence, the proposed process of selecting multiple providers uses multi-criteria decision-making methods to rank the cloud services and selects cloud providers and services by individually observing each microservice requirement, such as cloud availability, response time, and cost. Further, we propose a formal description of UM(2)Q and a brief one of the strategy implementation. We also introduce a set of experiments to evaluate UM(2)Q performance, and the outcomes showed its feasibility for a variable number of requirements, microservices and providers, even for extreme values.

关键词： Multi-cloud Selection Microservices Multi-criteria Decision-making Method

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proceedings - 2020 IEEE international Symposium on Parallel and distributed Processing with Applications, 2020 IEEE international conference on Big Data and Cloud Computing, 2020 IEEE international Symposium on Social Computing and Networking and 2020 IEEE international conference on Sustainable Computing and Communications, ISPA-BDCloud-SocialCom-SustainCom 2020

Proceedings - 2020 IEEE International Symposium on Parallel ...

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18th IEEE international Symposium on Parallel and distributed Processing with Applications, 10th IEEE international conference on Big Data and Cloud Computing, 13th IEEE international Symposium on Social Computing and Networking and 10th IEEE international conference on Sustainable Computing and Communications, ISPA-BDCloud-SocialCom-SustainCom 2020

ISBN: (纸本)9781665414852

the proceedings contain 202 papers. the topics discussed include: multi-relational graph convolutional networks for skeleton-based action recognition;identifying the right person in social networks with double metaphone codes;a novel strong cache consistency mechanism in ICN based on role division and lease model;demystifying the largest live game streaming platform via black-box measurement;framework-agnostic optimization of repeated skewed joins at massive scale;remote procedure call optimization of big data systems based on data awareness;MCSEC: secure coded matrix multiplication scheme for edge computing with minimum communication cost;low-rate DoS attack detection based on WPD-EE algorithm;user identity linkage across location-based social networks with spatio-temporal check-in patterns;optimizing 3-D placement of multiple UAVs based on Taguchiâ€™s method;and feature envy detection based on Bi-LSTM with self-attention mechanism.

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IRENE: Interference and High Availability Aware Microservice-based Applications Placement for Edge Computing 10

IRENE: Interference and High Availability Aware Microservice...

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10th international conference on Cloud Computing and Services Science (CLOSER)

作者： Souza, Paulo Nascimento, Joao Boeira, Conrado Vieira, Angelo Rubin, Felipe Reis, Romulo Rossi, Fabio Ferreto, Tiago Pontificia Univ Catolica Rio Grande do Sul Porto Alegre RS Brazil Fed Inst Educ Sci & Technol Farroupilha Alegrete Brazil

ISBN: (纸本)9789897584244

the adoption of microservice-based applications in Edge Computing is increasing, as a result of the improved maintainability and scalability delivered by these highly-distributed and decoupled applications. On the other hand, Edge Computing operators must be aware of availability and resource contention issues when placing microservices on the edge infrastructure to avoid applications' performance degradation. In this paper, we present IRENE, a genetic algorithm designed to improve the performance of microservice-based applications in Edge Computing by preventing performance degradation caused by resource contention and increasing the application's availability as a means for avoiding SLA violations. Experiments were carried, and the results showed IRENE effectiveness over different existing strategies in different scenarios. In future investigations, we intend to extend IRENE's interference awareness to the network level.

关键词： Edge Computing Microservices Genetic Algorithm Applications Placement

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SIMULTECH 2020 - proceedings of the 10th international conference on Simulation and Modeling Methodologies, Technologies and Applications

SIMULTECH 2020 - Proceedings of the 10th International Confe...

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10th international conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2020

ISBN: (纸本)9789897584442

the proceedings contain 31 papers. the topics discussed include: toolchain development for automated scene reconstruction using artificial neural network object detection and photogrammetry for the application in driving simulators;a malaria control model using mobility data: an early explanation of Kedougou case in Senegal;architectures for combining discrete-event simulation and machine learning;UniSim-design simulation and analysis of a sulfuric acid manufacturing plant with double absorption process;investigation of the dynamic loads on tower cranes during slewing operations;blending simulation and machine learning models to advance energy management in large ships;adopting technological devices in hospital at home: a modeling and simulation perspective;characteristics-based Simulink implementation of first-order quasilinear partial differential equations;and numerical study of the axial and radial forces, the stresses and the strains in a high pressure multistage centrifugal pump.

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Modelling distributed Fault-Tolerant High Availability Storage Cluster based on Block-Chain Concepts for Tracking Scientific-Research Progress 10

Modelling Distributed Fault-Tolerant High Availability Stora...

引用

10th IEEE international conference on Intelligent systems, IS 2020

作者： Valkanov, Vladimir Petrov, Mihail Rusev, Daniel Radeva, Irina University of Plovdiv "paisii Hilendarski" Faculty of Mathematics and Informatics Plovdiv Bulgaria Bulgarian Academy of Sciences Institute of Information and Communication Technologies Sofia Bulgaria

ISBN: (纸本)9781728154565

the aim of the paper is to outline the prerequisites for the introduction of a model for integrating an intended interface platform for storing information regarding results and background information from scientific research, over a blockchain network. the state of the art will describe the actual concept of the technology and the main article will introduce the in-depth architecture of a software prototype GenBankChain, a distributed blockchain network for storing results of experiments and research data. the project is based over a research and the development of a concept for utilizing the existing infrastructure of the Institute for Plant Genetic Resources "K. Malkov", Sadovo, but the described model is based over existing concepts from the Block-chain research community and the resulting architecture can be used for building a class of applications based over this concept. the main purpose of the article is to address a practical approach for implementing a theoretical concept and to propose an implementation solution for a real-world problem. © 2020 IEEE.

关键词： Blockchain

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Rethinking how distributed applications are built 22

Rethinking how distributed applications are built

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proceedings of the 16th acm international conference on distributed and event-based systems

作者： Till Rohrmann Apache Software Foundation

ISBN: (纸本)9781450393089

In our more and more connected world where people are used to managing their lives via digital services, it has become mandatory for a successful company to build applications that can scale with the popularity of the company's services. Scalability is not the only requirement but similarly important is that modern applications are highly available and fast because users are not willing to wait in our ever faster moving world. Due to this, we have seen a shift from the classic monolith towards micro service architectures which promise to be more easily scalable. the emergence of serverless functions further strengthened this trend more recently. By implementing a micro service architecture, application developers are all of a sudden exposed to the realm of distributed applications with its seemingly limitless scalability but also its pitfalls nobody tells you about upfront. So instead of solving business domain problems, developers find themselves fighting with race conditions, distributed failures, inconsistencies and in general a drastically increased complexity. In order to solve some of these problems, people introduce endless retries, timeouts, sagas and distributed transactions. these band aids can quickly result in a not so scalable system that is brittle and hard to maintain. the underlying problem is that developers are responsible for ensuring reliable communication and consistent state changes. Having a system that takes care of these aspects could drastically reduce the complexity of developing scalable distributed applications. By inverting the traditional control-flow from application-to-database to database-to-application, we can put the database in charge of ensuring reliable communication and consistent state changes and, thus, freeing the developer to think about it. In this keynote, I want to explore the idea of putting the database in charge of driving the application logic using the example of Stateful Functions, a library built on top of Apache

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proceedings of ScalA 2020: 11th Workshop on Latest Advances in Scalable Algorithms for Large-Scale systems, Held in conjunction with SC 2020: the international conference for High Performance Computing, Networking, Storage and Analysis

Proceedings of ScalA 2020: 11th Workshop on Latest Advances ...

引用

11th IEEE/acm Workshop on Latest Advances in Scalable Algorithms for Large-Scale systems, ScalA 2020

ISBN: (纸本)9781665422703

the proceedings contain 10 papers. the topics discussed include: replacing pivoting in distributed Gaussian elimination with randomized techniques;implementation and numerical techniques for one EFlop/s HPL-AI benchmark on Fugaku;performance analysis of a quantum Monte Carlo application on multiple hardware architectures using the HPX runtime;an integer arithmetic-based sparse linear solver using a GMRES method and iterative refinement;two-stage asynchronous iterative solvers for multi-GPU clusters;basic linear algebra operations on TensorCore GPU;a survey of singular value decomposition methods for distributed tall/skinny data;and a fast scalable iterative implicit solver with green’s function-based neural networks.

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Modeling Flexibility in Uncertain distributed Energy Resources 19

Modeling Flexibility in Uncertain Distributed Energy Resourc...

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10th acm international conference on Future Energy systems (e-Energy)

作者： Chakraborty, I Kundu, S. Kalsi, K. Pacific Northwest Natl Lab Richland WA 99352 USA

ISBN: (纸本)9781450366717

Integration of distributed energy resources (DERs) in grid planning and control requires estimating and aggregating the active and reactive power flexibility offered by an ensemble of DERs. the flexibility of DERs to provide grid services is, however, often uncertain due to insufficient end-use measurements (e.g. power consumption) and inaccurate forecast (e.g. solar irradiance). In this short note, we propose a numerical simulation based framework for modeling the flexibility in uncertain individual continuous DERs.

关键词： Energy resources

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international Joint conference: 12th international conference on Computational Intelligence in Security for Information systems, CISIS 2019 and 10th international conference on European Transnational Education, ICEUTE 2019

International Joint Conference: 12th International Conferenc...

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international Joint conference: 12th international conference on Computational Intelligence in Security for Information systems, CISIS 2019 and 10th international conference on European Transnational Education, ICEUTE 2019

ISBN: (纸本)9783030200046

the proceedings contain 35 papers. the special focus in this conference is on Computational Intelligence in Security for Information systems. the topics include: Deep Wavelet Extreme Learning Machine for Data Classification;palm Vein Age and Gender Estimation Using Center Symmetric-Local Binary Pattern;neuro-Evolutionary Feature Selection to Detect Android Malware;improving Blockchain Security Validation and Transaction Processing through Heterogeneous Computing;anomaly Detection on Patients Undergoing General Anesthesia;an Internet Voting Proposal Towards Improving Usability and Coercion Resistance;linearization of Cryptographic Sequences;On-the-Fly Testing an Implementation of Arrow Lightweight PRNG Using a LabVIEW Framework;a Novel Construction for Streaming Networks with Delays;comparison of System Call Representations for Intrusion Detection;hyot: Leveraging Hyperledger for Constructing an event-based Traceability System in IoT;data Mining for Statistical Evaluation of Summative and Competency-based Assessments in Mathematics;looking for the Antidote for Contaminated Water: Learning through an Escape Game;enhancing Collaborative Learning through Pedagogical Alignment;rules_Math: Establishing Assessment Standards;evaluate Mathematical Competencies in Engineering Using Video-Lessons;statistical Methods – What Is the Problem Here?;enhancing the Learning of Cryptography through Concept Maps;analysis of Student Achievement Scores: A Machine Learning Approach;analysis of Teacher Training in Mathematics in Paraguay’s Elementary Education System Using Machine Learning Techniques;Efficient Verification of Security Protocols Time Properties Using SMT Solvers;cooperative Evaluation Using Moodle;automatic Categorization of Introductory Programming Students;using Scratch to Improve Undergraduate Students’ Skills on Artificial Intelligence;project-based Methodology to Lecture on Web Frameworks Applied to the Management of Health-Related Data;mirkwood: An Online Parallel Craw

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