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2015 Preservation Digital Technology & Culture  
IEEE International Conference on Big Data.  ...  Archiving 2016 - Washington, DC, USA The IS&T Archiving Conference welcomes an international community of imaging experts and technicians as well as curators, managers, and researchers from libraries,  ... 
doi:10.1515/pdtc-2015-0023 fatcat:ps52wvpe6bgw5olegbu4iposqm

Big Data Workflows: Locality-Aware Orchestration Using Software Containers

Andrei-Alin Corodescu, Nikolay Nikolov, Akif Quddus Khan, Ahmet Soylu, Mihhail Matskin, Amir H. Payberah, Dumitru Roman
2021 Sensors  
Existing big data processing solutions provide limited support for handling data locality and are inefficient in processing small and frequent events specific to the edge environments.  ...  This article proposes a novel architecture and a proof-of-concept implementation for software container-centric big data workflow orchestration that puts data locality at the forefront.  ...  In Proceedings of the IEEE International Conference on Big Data (Big Data 2016), Washington, DC, USA, 58 December 2016; pp. 3008–3015. [CrossRef] 29.  ... 
doi:10.3390/s21248212 pmid:34960302 pmcid:PMC8706844 fatcat:3nc2j4pvdfdynn573zzq7ympca

A Comprehensive Survey on Sharding in Blockchains

Jinwen Xi, Shihong Zou, Guoai Xu, Yanhui Guo, Yueming Lu, Jiuyun Xu, Xuanwen Zhang, Francesco Gringoli
2021 Mobile Information Systems  
Therefore, based on the three-layer architecture, this study presents a variety of solutions to improve the scalability of the blockchain.  ...  As the scale of the network expands, one of the most practical ways to achieve horizontal scalability is sharding, where the network is divided into multiple subnetworks to avoid repeated communication  ...  gress on Big Data (BigData Congress), pp. 557–564, IEEE, 2021T140074. Honolulu, HI, USA, June 2017.  ... 
doi:10.1155/2021/5483243 fatcat:x67pir24enadjaauwvbh76dpre

The Social Responsibility of Software Development

Diomidis Spinellis
2017 IEEE Software  
IEEE Intelligent Systems' March/ April 2017 special issue on big data examines these challenges.  ...  DATA SCIENTIST #37804: Present to customers & at conferences on topics related to data science & Cloudera, to support marketing & evangelism of data science topics.  ...  IEEE understands your profession like no other!  ... 
doi:10.1109/ms.2017.48 fatcat:rxhnc3vjkjaddewb4jg6zl6sca

A Curated Image Parameter Data Set from the Solar Dynamics Observatory Mission

Azim Ahmadzadeh, Dustin J. Kempton, Rafal A. Angryk
2019 Astrophysical Journal Supplement Series  
This dataset can be used in a range of studies on AIA images, such as content-based image retrieval or tracking of solar events, where dimensionality reduction on the images is necessary for feasibility  ...  Finally, we compute the tuned parameters on the AIA images and provide a public API (http://dmlab.cs.gsu.edu/dmlabapi) to access the dataset.  ...  A. 2016b, in methods (Springer), 45–52 2016 IEEE International Conference on Big Data (Big Smith, S. M., & Brady, J.  ... 
doi:10.3847/1538-4365/ab253a fatcat:eivk5673a5b6ri5fw6n74enocu

Effects of a subadiabatic layer on convection and dynamos in spherical wedge simulations

P. J. Käpylä, M. Viviani, M. J. Käpylä, A. Brandenburg, F. Spada
2019 Geophysical and Astrophysical Fluid Dynamics  
We find that varying the luminosity, which also controls the Mach number, has only a minor effect on the large-scale dynamics.  ...  The centrifugal force has an effect on the solutions, but only if its magnitude with respect to acceleration due to gravity is by two orders of magnitude greater than in the Sun.  ...  International Conference on Big Data, BigData 2016, Washington DC, USA, December 5-8, 2016, 2016, pp. 3214–3223.  ... 
doi:10.1080/03091929.2019.1571584 fatcat:5m3ydfgvx5cf7igiteqnht6swm

HPTMT Parallel Operators for High Performance Data Science and Data Engineering

Vibhatha Abeykoon, Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey Fox
2022
Our analysis show that the proposed system architecture is better suited for high performance computing environments compared to the current big data processing systems.  ...  data science together efficiently.  ...  “Java Thread and Process Performance for Parallel Machine Learning on Multicore Hpc Clusters,” in 2016 IEEE international conference on big data (Big Data), Washington, DC, USA (IEEE), 347–354. doi:10.1109  ... 
doi:10.3389/fdata.2021.756041 pmid:35198971 pmcid:PMC8860100 fatcat:y4n3f4rzvbbnzmwsyd5csf7mqu

2020 Foresight

1993 The Cornell Hotel and Restaurant Administration Quarterly  
Acknowledgements The authors wish to thank a number of people for their suggestions and comments on earlier versions of this document.  ...  Finally, we would like to thank Cecile McGrath and David Kryl (RAND Europe), who peer reviewed this document as part of RAND's quality assurance process and provided useful comments and feedback on its  ...  DC, USA Tecnalia, San Sebastian, Spain World Bank, Washington DC, USA Former Irish Government CIO, Republic of Ireland, Dublin, Ireland SINTEF, Trondheim, Norway Former Deputy CIO of the United Kingdom  ... 
doi:10.1016/0010-8804(93)90019-f fatcat:4uu34r2yyrepvp6w2tobdasbsa

Comparative Analysis of Different Machine Learning Classifiers for the Prediction of Chronic Diseases [chapter]

Rajesh Singh, Anita Gehlot, Dharam Buddhi
2022 Comparative Analysis of Different Machine Learning Classifiers for the Prediction of Chronic Diseases  
Precise diagnosis of these diseases on time is very significant for maintaining a healthy life.  ...  Chronic Diseases are the most dangerous diseases for humans and have significant effects on human life. Chronic Diseases like heart disease & Diabetes are the main causes of death.  ...  The region-based segmentation will segment the data dependent on the taken-out features using GLCM algorithm.  ... 
doi:10.13052/rp-9788770227667 fatcat:da47mjbbyzfwnbpde7rgbrlppe

Workshop Report: Brightest Light Initiative (March 27-29 2019, OSA Headquarters, Washington, D.C.) [article]

Roger Falcone Farhat Beg (UC San Diego) Siegfried Glenzer Jonathan Zuegel
2020 arXiv   pre-print
, DC.  ...  ) Workshop Report captures the important research ideas and recommendations for enabling that work developed by over 100 leading scientists at a community-initiated workshop held March 27-29, 2019 in Washington  ...  Washington, DC, 2017), Paper STh1L.2; M.  ... 
arXiv:2002.09712v2 fatcat:gzcv6ftzkrfbbblzkyc2cwjk3a

Annual Report 2018
国立情報学研究所 平成30年度(2018年度)年報

International Symposium on Biomedical Imaging,ISBI 2018,WashingtonDCUSA,April 4-7, 2018,pp.822-825 (2018.04) abs/1806.07041(2018.06) 講演・口頭発表 1) Taro Sekiyama,Kohei Suenaga: "Automated Proof Synthesis  ...  Big Data Analytics and Machine Learning for Data Communication Networks (Big-DAMA2018) (2018.08) of IEEE 43rd Conference on Local Computer Networks (LCN) (short paper) (2018.10) 22) Celimuge Wu,Zhi Liu  ...  JUSTICE における Open Access に係る活動状況報告 5. 2018 年度 SPARC Japan 活動状況について 3. 国際連携の状況について 4. JUSTICE における Open Access に係る活動状況報告 5. 平成 30 年度 SPARC Japan セミナー企画ワーキンググループの設置について 6.  ... 
doi:10.20736/0000001316 fatcat:ag6okeeknjeoxglo6j6yylm55y

Mapping (Dis-)Information Flow about the MH17 Plane Crash

Mareike Hartmann, Yevgeniy Golovchenko, Isabelle Augenstein
2019 Proceedings of the Second Workshop on Natural Language Processing for Internet Freedom: Censorship, Disinformation, and Propaganda   unpublished
ii Preface Welcome to the second edition of the Workshop on Natural Language Processing for Internet Freedom (NLP4IF 2019). This year, we focused on censorship, disinformation, and propaganda.  ...  We further featured a shared task on the identification of propaganda in news articles. The task included two subtasks with different levels of complexity.  ...  The corpus for the task was annotated by A Data Pro, 7 a company that performs high-quality manual annotations.  ... 
doi:10.18653/v1/d19-5006 fatcat:77l3dndrkvfmlhjt6qvnrassgi

Dagstuhl Reports, Volume 9, Issue 12, December 2019, Complete Issue

2020
Dagstuhl Reports, Volume 9, Issue 12, December 2019, Complete Issue  ...  Oguchi: "Management of Anomalous Driving Behavior". 2019 IEEE Vehicular Networking Conference, Los Angeles, USA, December 4-6, 2019.  ...  of the URL http://dx.doi.org/10.1109/IECON.2018.8591550 License Creative Commons BY 3.0 Unported license © IEEE Industrial Electronics Society, Washington, DC, USA, October 21-23, 2018, pp. 4084-4089  ... 
doi:10.4230/dagrep.9.12 fatcat:hebigxkvinhjdb6qlg3j5hw25u

CARS 2020—Computer Assisted Radiology and Surgery Proceedings of the 34th International Congress and Exhibition, Munich, Germany, June 23–27, 2020

2020 International Journal of Computer Assisted Radiology and Surgery  
With an increasing general demand and pressure on CARS to also go fully digital in the long term, many members of the CARS Congress Organizing Committee, however, are more cautious and convinced that one  ...  Aiming to stimulate complimentary thoughts and actions on what is being presented at CARS, implies a number of enabling variables for optimal analogue scholarly communication, such as (examples given are  ...  The work is supported by a grant-in-aid for scientific research on innovative areas, JSPS KAKENHI 17K17680. We thank Coordination for the Improvement of Higher Education Personnel (CAPES).  ... 
doi:10.1007/s11548-020-02171-6 pmid:32514840 fatcat:lyhdb2zfpjcqbf4mmbunddwroq

Modeling Big Data Applications and Operators in Cloud environments [article]

Ioannis K. Giannakopoulos, National Technological University Of Athens
2020
The Big Data revolution has created new requirements for the design of applications and operators that are able to handle the volume of the data sources.  ...  This thesis attempts to model the behavior of an arbitrary Big Data operator from two different viewpoints.  ...  In Proceedings of the 2014 IEEE International Conference on Big Data (BigData 2014), 27-30 October, Washington DC, USA.  ... 
doi:10.26240/heal.ntua.18604 fatcat:d5jbfqw2ingytjkzbotc34vqqu