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A New Data Processing Architecture for Multi-scenario Applications in Aviation Manufacturing

Wei Wang, Lei Fan, Pu Huang, Hai Li
2019 IEEE Access  
As a proof of concept, the architecture has been tested in a simulation digital manufacturing workshop.  ...  In such a data-driven environment, the processing, storage, and utilization of the industry data get more and more important.  ...  This study explores how to achieve agile aviation manufacturing and makes three main contributions from the perspective of the implementation of Industry 4.0. 1.  ... 
doi:10.1109/access.2019.2925114 fatcat:xu4aqbvnrzfv3kcedgoujkzpsi

Wide Table Layout Optimization based on Column Ordering and Duplication

Haoqiong Bian, Ying Yan, Wenbo Tao, Liang Jeff Chen, Yueguo Chen, Xiaoyong Du, Thomas Moscibroda
2017 Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD '17  
Column ordering plays a critical role in I/O performance, because in wide tables accessing the columns in a single horizontal partition may involve multiple disk seeks.  ...  Modern data analytical tasks often witness very wide tables, from a few hundred columns to a few thousand.  ...  In this paper, we study a new dimension of organizing data in a row group: column ordering.  ... 
doi:10.1145/3035918.3035930 dblp:conf/sigmod/BianYTCCDM17 fatcat:zu7yxadwkfhsxbppda4iafrbvm

Processing Big Data in streaming for fault prediction: an industrial application

Corallo Angelo, Crespino Annamaria, Di Biccari Carla, Lazoi Mariangela, Lezzi Marianna
2018 Zenodo  
In the current data-driven industrial scenario, Big Data processing plays a leading role in enhancing business performance.  ...  An ever increasing number of working machines are equipped with smart devices (such as sensors and actuators) which are in charge of monitoring machine status in real time and implement corrective actions  ...  The goal of the study was to implement within a complex industrial context, such as aerospace components manufacturing, a Big Data analytics, able to process the streaming data flow from CNC machines with  ... 
doi:10.5281/zenodo.2562081 fatcat:ki2rgbhhljgkxpellu7q7denmq

Selecta: Heterogeneous Cloud Storage Configuration for Data Analytics

Ana Klimovic, Heiner Litz, Christos Kozyrakis
2018 USENIX Annual Technical Conference  
We evaluate Selecta with over one hundred Spark SQL and ML applications, showing that Selecta chooses a near-optimal performance configuration (within 10% of optimal) with 94% probability and a near-optimal  ...  We present Selecta, a tool that recommends nearoptimal configurations of cloud compute and storage resources for data analytics workloads.  ...  Ana Klimovic is supported by a Stanford Graduate Fellowship and Microsoft Research PhD Fellowship.  ... 
dblp:conf/usenix/KlimovicLK18 fatcat:ichxtk6h2bhwxk74oyycgrpwx4

Towards the 5th Industrial Revolution: A literature review and a framework for Process Optimization Based on Big Data Analytics and Semantics

Dimitris Mourtzis
2021 Journal of Machine Engineering  
To that end, a literature review is performed, and a data-based framework is presented. *  ...  Although there are several technologies and techniques under the term Data Analytics for gathering such data, their interpretation to information, and ultimately to knowledge remains in its infancy.  ...  ARTIFICIAL INTELLIGENCE APPROACHES IN BIG DATA ANALYTICS In the following paragraphs, an analysis of AI technologies in Big Data analytics is performed.  ... 
doi:10.36897/jme/141834 fatcat:tsp4zeziebg5hcxwguwx6dgsgi

A Review of the Teaching and Learning on Power Electronics Course

Krismadinata, Kasman Rukun, Yahfizham
2018 2018 International Conference on Applied Information Technology and Innovation (ICAITI)  
The method was used the study of literature on journal articles and proceedings published by reputable international organizations.  ...  In this review, we describe various kinds of problem and solution related teaching and learning on power electronics course all around the world.  ...  the process of writing.  ... 
doi:10.1109/icaiti.2018.8686748 fatcat:b5vxrilaubhmzd4ws6ztggtzza

A Survey on Proactive Customer Care: Enabling Science and Steps to Realize it [article]

Viswanath Ganapathy, Sauptik Dhar, Olimpiya Saha, Pelin Kurt Garberson, Javad Heydari, Mohak Shah
2021 arXiv   pre-print
In recent times, advances in artificial intelligence (AI) and IoT have enabled seamless and viable maintenance of appliances in home and building environments.  ...  In this paper, we have analyzed the various building blocks needed to enable a successful AI-driven predictive maintenance use-case.  ...  Acknowledgement We would like to thank our colleague at LG Electronics Advanced AI team, Samarth Tripathy, for assistance with web deployment of the live demo for the Microsoft Azure dataset.  ... 
arXiv:2110.05015v1 fatcat:wjlrvk4hhbhkzlnkokz4pvwzn4

Industrial Artificial Intelligence in Industry 4.0 -Systematic Review, Challenges and Outlook

Ricardo Silva Peres, Xiaodong Jia, Jay Lee, Keyi Sun, Armando Walter Colombo, Jose Barata
2020 IEEE Access  
This search string was then adapted to each of the three electronic databases included in this study, namely Web of Science, Scopus and ScienceDirect.  ...  A detailed survey of AI in manufacturing has suggested that the majority of research in the field is performed at most in laboratory environments [11] .  ...  He is a member of the IEEE technical committees on Industrial Agents (IES), Self-Organisation and Cybernetics for Informatics (SMC), and Education in Engineering and Industrial Technologies (IES).  ... 
doi:10.1109/access.2020.3042874 fatcat:yluqxcbf25dazorbmivlddsjf4

Green Software [chapter]

Bob Steigerwald, Abhishek Agrawal
2012 Harnessing Green It  
Acknowledgements The experiments and data summarized in this chapter are based on years of experimentation and research conducted by engineers of Intel Corp.  ...  We profusely thank Simon Liu, Editor-in-Chief of the IEEE Computer Society's IT Professional magazine, for writing a foreword to this book.  ...  It was not until some clever thinking and the adoption of a Web services approach -common in the e-commerce domain -that a breakthrough was made in Internet-scale data analytics.  ... 
doi:10.1002/9781118305393.ch3 fatcat:epohredblvhg5ei2chbw2fmhpy

Chasing the AIDS virus

Thomas Lengauer, André Altmann, Alexander Thielen, Rolf Kaiser
2010 Communications of the ACM  
ACM Media Advertising Policy Communications of the ACM and other ACM Media publications accept advertising in both print and electronic formats.  ...  All advertising in ACM Media publications is at the discretion of ACM and is intended to provide financial support for the various activities and services for ACM members.  ...  The authors find that, surprisingly, their filter-based gist is rather good at predicting the number of instances of a given object category that might be present in the scene, as well as their likely  ... 
doi:10.1145/1666420.1666440 fatcat:o2qllqh4tzhh5dzgvnjewl52vq

Harnessing Green IT: Principles and Practices

San Murugesan
2008 IT Professional Magazine  
applications, Web engineering, e-business and IT for emerging markets.  ...  He also edits and contributes to the IT in Emerging Markets Department of IT Professional .H e is a Fellow of the Australian Computer Society, a Fellow of IETE, a Senior Member of IEEE and a distinguished  ...  Acknowledgements The experiments and data summarized in this chapter are based on years of experimentation and research conducted by engineers of Intel Corp.  ... 
doi:10.1109/mitp.2008.10 fatcat:g5np2vq245drvflci2bc7bj4me

Investment Decision Factors Influencing the Share Market Investors in Chennai City

Chandran M, Venkatragavan V
2022 figshare.com  
In this paper the researcher sharply estimated the investment decision factors responsible for buying and selling the shares in the capital market arena.  ...  The researcher used convenient sampling method to collect the responses from the unknown population of market investors.  ...  Acknowledgement: Nil Conflict of Interest : Nil Source of Funding : NA Ethical Clearance: Ethical clearance taken from institutional ethical committee.  ... 
doi:10.6084/m9.figshare.20156960.v1 fatcat:xdayak62svfp3kwqeiox2x2bxu

DESIGN AND CONTROL OF MECHANICAL STRUCTURE OF LEGO ROBOT WITH 3 DOF

Gheorghe GÎLCĂ, BÎZDOACĂ Nicu - George
2015 Fiabilitate şi Durabilitate  
This paper discusses a simplified design of Humanoid Robot with 3 DOF. The main objective is to analyze the theoretical and practical challenges involved in making it.  ...  The paper emphasis bringing down the control complexity by reducing the number of actuators used, three, one for each degree of freedom. .  ...  A real implementation requires distributed analytics solutions both in the network and the data center.  ... 
doaj:d70c6b7e79cc408699e5ac56232070a7 fatcat:wvodnclj7nbmdidejlu5uh6pui

Making Sense of Technology Trends in the Information Technology Landscape: A Design Science Approach

Adomavicius, Bockstedt, Gupta, Kauffman
2008 MIS Quarterly  
We evaluate the utility of our approach by conducting in-depth interviews with IT industry experts and demonstrate the contribution of our approach relative to existing techniques for technology forecasting  ...  our artifacts and a state diagram-based technique to represent evolutionary transitions over time.  ...  We would also like to thank Donna Sarppo from the MIS Research Center, University of Minnesota, for her help in coordinating interviews.  ... 
doi:10.2307/25148872 fatcat:ptye23nfnnhxtmvb7btcbvd3pq

2020 Index IEEE Transactions on Industrial Informatics Vol. 16

2020 IEEE Transactions on Industrial Informatics  
Forests-Based Model for Ultra-Short-Term Prediction of PV Characteristics; TII Jan. 2020 202-214 Imran, A., see Hussain, B., TII Aug. 2020 4986-4996 Imran, M., see Fu, S., TII Sept. 2020 6013-6022  ...  . 2020 5137-5149 Meng, K., see Zhang, Y., TII July 2020 4390-4402 Meng, K., Jia, Y., Yang, H., Niu, F., Wang, Y., and Sun, D., Motion Planning and Robust Control for the Endovascular Navigation of  ...  ., +, TII April 2020 2747-2755 Edge Coordinated Query Configuration for Low-Latency and Accurate Video Analytics.  ... 
doi:10.1109/tii.2021.3053362 fatcat:blfvdtsc3fdstnk6qoaazskd3i
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