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Extending Science Gateway Frameworks to Support Big Data Applications in the Cloud

Shashank Gugnani, Carlos Blanco, Tamas Kiss, Gabor Terstyanszky
2016 Journal of Grid Computing  
The provided analysis demonstrates that the methods described to integrate Big Data processing with workflows and science gateways work well in different cloud infrastructures and application scenarios  ...  This paper investigates how workflow systems and science gateways can be extended with Big Data processing capabilities.  ...  , and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.  ... 
doi:10.1007/s10723-016-9369-8 fatcat:yomgeqvb5rc2jfqyskahopoi5u

Science Gateway Workshops 2015 Special Issue Conference Publications

Sandra Gesing, Nancy Wilkins-Diehr, Michelle Barker, Gabriele Pierantoni
2016 Journal of Grid Computing  
These events serve to foster the world-wide community of those involved in developing science gateways -advanced web portals used by the scientists and scholars to conduct their work.  ...  Four main areas have been addressed in the submissions: domain gateways, gateways adapted for diverse research infrastructures, data management in gateways and gateway workflows. S. Gesing ( )  ...  Acknowledgments The editors are once again pleased with the quality and variety of submissions to the science gateway workshops and theinterest in and effort taken to submit extended papers for this special  ... 
doi:10.1007/s10723-016-9389-4 fatcat:cz4togshtngkrlmibwxchvc2y4

SCAIGATE: Science Gateway for Scientific Computing with Artificial Intelligence and Reconfigurable Architectures

David Ojika, Herman Lam, Ann Gordon-Ross, Bhavesh Patel
2018 Figshare  
The goal is to democratize access to FPGAs and AI in scientific computing and related applications.  ...  SCAIGATE was an incubation project at the Science Gateway Community Institute (SGCI) boot camp held in Austin, Texas in 2018.  ...  FPGA middleware and a novel workflow management framework to support integration with scientific workflows; and (3) a gateway, to simplify ease-of-use, expose AI services, and extend access to the community  ... 
doi:10.6084/m9.figshare.7087382 fatcat:mcoie5gmivam3g7qc7tptd32le

Authoring a Science Gateway Cookbook

Suresh Marru, Rion Dooley, Nancy Wilkins-Diehr, Marlon Pierce, Mark Miller, Sudhakar Pamidighantam, Julie Wernert
2013 2013 IEEE International Conference on Cluster Computing (CLUSTER)  
Through the XSEDE Science Gateway Program, we propose to solicit information on the knowledge, experience, and software from widely used science gateways.  ...  We will compile the information into a "Science Gateway Cookbook" which will democratize the experiences in developing, operating, and sustaining science gateways.  ...  ACKNOWLEDGMENT The authors would like to thank the science gateway community for contributing recipes and participating in extended discussion about the design of the cookbook format.  ... 
doi:10.1109/cluster.2013.6702702 dblp:conf/cluster/MarruDWPMPW13 fatcat:xja4ma6o5fbxdpr5u6ehtr4lf4

Two-level Dynamic Workflow Orchestration in the INDIGO DataCloud for Large-scale, Climate Change Data Analytics Experiments

Marcin Płóciennik, Sandro Fiore, Giacinto Donvito, Michał Owsiak, Marco Fargetta, Roberto Barbera, Riccardo Bruno, Emidio Giorgio, Dean N. Williams, Giovanni Aloisio
2016 Procedia Computer Science  
and big data analytics frameworks.  ...  The project is addressing many challenging gaps in current cloud solutions, responding to specific requirements coming from scientific communities including Life Sciences, Physical Sciences and Astronomy  ...  Acknowledgment This work has been co-funded by the Horizon 2020 Framework Programme through the INDIGO-DataCloud Project, RIA-653549.  ... 
doi:10.1016/j.procs.2016.05.359 fatcat:5pd4w5up5bhcvgt4bxns3h5jnu

Towards Porting Astrophysics Visual Analytics Services in the European Open Science Cloud [chapter]

Eva Sciacca, Fabio Vitello, Ugo Becciani, Cristobal Bordiu, Filomena Bufano, Antonio Calanducci, Alessandro Costa, Mario Raciti, Simone Riggi
2020 Advances in Intelligent Systems and Computing  
The European Open Science Cloud (EOSC) aims to create a federated environment for hosting and processing research data to support science in all disciplines without geographical boundaries, such that data  ...  These services rely on visualisation to manage the data life cycle process under FAIR principles, integrating data processing for imaging and multidimensional map creation and mosaicing, and applying machine  ...  Acknowledgements The research leading to these results has received funding from the European Commissions Horizon 2020 research and innovation programme under the grant agreement No. 863448 (NEANIAS).  ... 
doi:10.1007/978-3-030-52243-8_43 fatcat:z6hbhviitfeurgqi4e45zymogy

CyberGIS Gateway for enabling data-rich geospatial research and education

Yan Liu, Anand Padmanabhan, Shaowen Wang
2014 Concurrency and Computation  
This paper describes CyberGIS Gateway, an online problem-solving environment, for multiple science communities to conduct data-rich geospatial research and education.  ...  This work used the Extreme Science and Engineering Discovery Environment (XSEDE), which is supported by National Science Foundation grant number OCI-1053575.  ...  Any opinions, fmdings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the National Science Foundation  ... 
doi:10.1002/cpe.3256 fatcat:ghsct7spbjg3tk7adnvtowmz7q

CyberGIS Gateway for enabling data-rich geospatial research and education

Yan Liu, Anand Padmanabhan, Shaowen Wang
2013 2013 IEEE International Conference on Cluster Computing (CLUSTER)  
This paper describes CyberGIS Gateway, an online problem-solving environment, for multiple science communities to conduct data-rich geospatial research and education.  ...  This work used the Extreme Science and Engineering Discovery Environment (XSEDE), which is supported by National Science Foundation grant number OCI-1053575.  ...  Any opinions, fmdings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the National Science Foundation  ... 
doi:10.1109/cluster.2013.6702694 dblp:conf/cluster/0009PW13 fatcat:sv7kwzrom5a6bo3vckm4ydkghy

An Innovative Science Gateway for the Cherenkov Telescope Array

Alessandro Costa, Pietro Massimino, Marilena Bandieramonte, Ugo Becciani, Mel Krokos, Costantino Pistagna, Simone Riggi, Eva Sciacca, Fabio Vitello
2015 Journal of Grid Computing  
This paper presents a graphical user interface built inside a science gateway aiming at providing CTA-users with a common working framework.  ...  CTA is expected to collect very large datasets (in the order of petabytes) which will have to be stored, managed and processed.  ...  Acknowledgement The authors would like to thank the SCIentific gateway Based User Support (SCI-BUS) project for its support.  ... 
doi:10.1007/s10723-015-9330-2 fatcat:n66kqyltoncerdymbeqfdj7mwq

Big data driven edge-cloud collaboration architecture for cloud manufacturing: a software defined perspective

Chen Yang, Shulin Lan, Lihui Wang, Weiming Shen, George Q. Huang
2020 IEEE Access  
Big data processed both at the gateways and in the cloud will be used to guide continuous improvement and evolution of edge-cloud systems for better performance.  ...  In the practice of cloud manufacturing, there still exist some major challenges, including: 1) cloud based big data analytics and decision-making cannot meet the requirements of many latencysensitive applications  ...  Proper strategies are needed to balance the on-device/at-gateway/in-network data processing and the cloud-based big data processing [8] .  ... 
doi:10.1109/access.2020.2977846 fatcat:zsrf52qhyvd7zi6zghstoiht7a

Managing, Analysing, and Integrating Big Data in Medical Bioinformatics: Open Problems and Future Perspectives

Ivan Merelli, Horacio Pérez-Sánchez, Sandra Gesing, Daniele D'Agostino
2014 BioMed Research International  
In particular, the research in omics sciences is moving from a hypothesis-driven to a data-driven approach.  ...  The explosion of the data both in the biomedical research and in the healthcare systems demands urgent solutions.  ...  Acknowledgments The work has been supported by the Italian Ministry of Education and Research through the Flagship (PB05) "Inter-Omics, " "HIRMA" (RBAP11YS7 K) projects, and the European "MIMOmics" (305280  ... 
doi:10.1155/2014/134023 pmid:25254202 pmcid:PMC4165507 fatcat:55hlmuaqufefvbmgbdv3a6utv4

Visualization the Natural Disasters Simulations Results Based on Grid and Cloud Computing [chapter]

E. Pajorova, Ladislav Hluch
2012 Emerging Informatics - Innovative Concepts and Applications  
Scientific gateways are able to provide a community-centric view, workflow/dataflow services and a strong support in accessing to the cyber infrastructure including grid and cloud based resources.  ...  For the future we want to extend the use of the VT for other scientific disciplines in addition to astronomy, but also for Earth Sciences with all visualization aspects.  ...  How to reference In order to correctly reference this scholarly work, feel free to copy and paste the following: E. Pajorova and Ladislav Hluchý (2012) .  ... 
doi:10.5772/30226 fatcat:pnw44k6jn5dzjpq7oqt3er677u

Fog Computing: An Overview of Big IoT Data Analytics

Muhammad Rizwan Anawar, Shangguang Wang, Muhammad Azam Zia, Ahmer Khan Jadoon, Umair Akram, Salman Raza
2018 Wireless Communications and Mobile Computing  
This survey summarizes the fog challenges and opportunities in the context of big IoT data analytics on fog networking.  ...  Most significant fog applications (e.g., health care monitoring, smart cities, connected vehicles, and smart grid) will be discussed here to create a well-organized green computing paradigm to support  ...  Acknowledgments This work is supported by the National Natural Science Foundation of China (no. 61472047).  ... 
doi:10.1155/2018/7157192 fatcat:olxlegdu6rht7nmsv2m7gkrhim

A Survey Of Internet Of Things And Big Data Integrated Solutions For Industrie 4.0

Khaled Al-Gumaei, Kornelia Schuba, Andrej Friesen, Heymann Sascha, Carsten Pieper, Florian Pethig, Sebastian Schriegel
2018 Zenodo  
Results show that existing general cloud platforms should adopt more IIoT applications and platforms, while existing industrial cloud platforms should add big data frameworks to their portfolio.  ...  As a result, there is an urgent need for adopting big data technologies to enable data analytics in industrial automation.  ...  The work reported in this paper is a part of the project IMPROVE (Innovative Modeling Approaches for Production Systems to Raise Validatable Efficiency).  ... 
doi:10.5281/zenodo.1446426 fatcat:tagbjtvdbbdvxawarrwzf2ael4

Open Geospatial Analytics with PySAL

Sergio Rey, Luc Anselin, Xun Li, Robert Pahle, Jason Laura, Wenwen Li, Julia Koschinsky
2015 ISPRS International Journal of Geo-Information  
The code base of the PySAL library provides the common computing framework underlying all delivery mechanisms.  ...  geospatial analytics for decision support.  ...  designed the PySAL REST API; W.L. developed the provenance model for scientific workflow; X.L. developed the PySAL based desktop application CAST, the ArcGIS Toolbox of PySAL, and the prototype of PySAL-Cloud  ... 
doi:10.3390/ijgi4020815 fatcat:vaq6u7iks5bwpipyyktaplmzli
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