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ETP4HPC's Strategic Research Agenda for High-Performance Computing in Europe 4 [article]

Michael Malms, Marcin Ostasz, Maike Gilliot, Pascale Bernier-Bruna, Laurent Cargemel, Estela Suarez, Herbert Cornelius, Marc Duranton, Benny Koren, Pascale Rosse-Laurent, María S. Pérez-Hernández, Manolis Marazakis (+11 others)
2020 Zenodo  
This Strategic Research Agenda (SRA) is the fourth High Performance Computing (HPC) technology roadmap developed and maintained by ETP4HPC, with the support of the EXDCI-2 project.  ...  The main objective of this SRA is to identify the European technology research priorities in the area of HPC and High-Performance Data Analytics (HPDA), which should be used by EuroHPC to build its 2021  ...  Examples include: Cloud in terms of system management criteria and practices, while still keeping high performance and scalability as major System software integration packages objectives.  ... 
doi:10.5281/zenodo.4605343 fatcat:lcsgbea5dzgdfmj5dkw6pr7vni

Databases on Future Hardware (Dagstuhl Seminar 17101)

Gustavo Alonso, Michaela Blott, Jens Teubner, Marc Herbstritt
2017 Dagstuhl Reports  
Under this motivation, representatives from various hard-and software communities have met at the Dagstuhl seminar "Databases on Future Hardware" to discuss the implications in the context of database  ...  A number of physical limitations mandate radical changes in the way how we build computing hard-and software, and there is broad consensus that a stronger interaction between hard-and software communities  ...  Adaptive FPGA-based Database Accelerators -Achievements, Possibilities, and Challenges  ... 
doi:10.4230/dagrep.7.3.1 dblp:journals/dagstuhl-reports/AlonsoBT17 fatcat:nf7gedce45bfzlddmu6wm3gtpa

Trends in big data analytics

Karthik Kambatla, Giorgos Kollias, Vipin Kumar, Ananth Grama
2014 Journal of Parallel and Distributed Computing  
parallel and distributed systems is in big-data analytics.  ...  Grama). transparent domain-crossing administration and resource management capability. The concept of 'data as a resource' was popularized by peerto-peer systems [65] .  ...  Pig [67] offers a high-level SQL like language for easier analysis of large-scale data, while HadoopDB [2] builds a distributed database by using Hadoop for (storage and analysis) distribution over  ... 
doi:10.1016/j.jpdc.2014.01.003 fatcat:2v52tvp4tff7xh3cma5gdnlxgq

References [chapter]

2021 Rioting for Representation  
Website The dataset, and methodological documentation, are accessible via the World Bank's Microdata Library:  ...  The project is funded by the Korea Trust Fund for Economic and Peacebuilding Transitions, with co-support from Canada's International Development Research Centre (IDRC). The  ...  The CRVME aims to foster knowledge exchange among violence monitoring systems in Asia, and disseminate lessons learned in the region and beyond.  ... 
doi:10.1017/9781009004190.016 fatcat:4exf6ipipzgfxbsnkd3s6co4am

Towards scalable real-time analytics

Anil K. Goel, Wolfgang Lehner, Jeffrey Pound, Nathan Auch, Peter Bumbulis, Scott MacLean, Franz Färber, Francis Gropengiesser, Christian Mathis, Thomas Bodner
2015 Proceedings of the VLDB Endowment  
We provide a view into the design and development of a large scale data management platform for real-time analytics, driven by the needs of modern enterprise customers.  ...  We present an overview of our work on the SAP HANA Scale-out Extension, a novel distributed database architecture designed to support large scale analytics over realtime data.  ...  Acknowledgements We would like to thank the HANA Research and Development team for their incredible ongoing efforts.  ... 
doi:10.14778/2824032.2824069 fatcat:l5e333puhveknacqp2bc2r75t4

Challenges and Opportunities of User-Level File Systems for HPC (Dagstuhl Seminar 17202)

André Brinkmann, Kathryn Mohror, Weikuan Yu, Marc Herbstritt
2017 Dagstuhl Reports  
Thus, a main goal of this meeting was to bring together experts in I/O performance, file systems, and storage, and collectively explore the space of current and future problems and solutions for I/O on  ...  How should we manage data movement through a storage hierarchy for best performance and resilience of data? How do the particular I/O use cases mandate the way we manage data?  ...  In this session we dove into questions surrounding the practical implementation and implications of stage-in and stage-out operations.  ... 
doi:10.4230/dagrep.7.5.97 dblp:journals/dagstuhl-reports/BrinkmannMY17 fatcat:2bquax3oz5c5xlsoxdkiomotiy

Evaluating technological emergence using text analytics: two case technologies and three approaches

Samira Ranaei, Arho Suominen, Alan Porter, Stephen Carley
2019 Scientometrics  
LDA traces emergence at the thematic level and provides insights on the linkages between emerging research topics.  ...  EScore is a complex bibliometric indicator that provides a holistic view of emergence by considering several parameters, namely term frequency, size, and origin of the research community.  ...  The Academy of Finland research supported this work with the Grant (288609) "Modeling Science and Technology Systems Through Massive Data Collections".  ... 
doi:10.1007/s11192-019-03275-w fatcat:6yvsj5csx5dsdhdasn3ftbih2u

Detection and Classification of Acoustic Scenes and Events

Dan Stowell, Dimitrios Giannoulis, Emmanouil Benetos, Mathieu Lagrange, Mark D. Plumbley
2015 IEEE transactions on multimedia  
For intelligent systems to make best use of the audio modality, it is important that they can recognise not just speech and music, which have been researched as specific tasks, but also general sounds  ...  To stimulate research in this field we conducted a public research challenge:  ...  His research areas of interest are machine learning and signal processing with applications on financial data.  ... 
doi:10.1109/tmm.2015.2428998 fatcat:t6ensq3iirgaxepldwjxvrp6pm

An Economic Analysis of Policies for the Protection and Reuse of Noncopyrightable Database Contents

Hongwei Zhu, Stuart E. Madnick, Michael D. Siegel
2008 Journal of Management Information Systems  
The results show that, depending on the cost level of database creation, the degree of differentiation of the reuser database, and the efficiency of policy administration, there are different socially  ...  With the appropriate policy in place, both the creators and the reusers should focus on innovation that can increase the variety of databases and create value from database contents.  ...  We also thank Jacqueline Lipton for her inputs on legal issues, Lorin Hitt for several useful suggestions, including the one about non-separating equilibrium of temporal versioning, and several colleagues  ... 
doi:10.2753/mis0742-1222250108 fatcat:sezax52zzvhm7pgmrqu63ju42u

Concurrent Computing in the Many-core Era (Dagstuhl Seminar 15021)

Michael Philippsen, Pascal Felber, Michael L. Scott, J. Eliot B. Moss, Marc Herbstritt
2015 Dagstuhl Reports  
and potential uses of emerging hardware support for synchronization extensions, and (3) considering the increasing complexity resulting from the explosion in heterogeneity.  ...  This report documents the program and the outcomes of Dagstuhl Seminar 15021 "Concurrent computing in the many-core era".  ...  When to do this and how to order writes back to NVM are an open research question.  ... 
doi:10.4230/dagrep.5.1.1 dblp:journals/dagstuhl-reports/PhilippsenFSM15 fatcat:owcmta65hzb5vmglwq3dwzbehy

Key-Value Stores on Flash Storage Devices: A Survey [article]

Krijn Doekemeijer, Animesh Trivedi
2022 arXiv   pre-print
Key-value stores (KV) have become one of the main components of the modern storage and data processing system stack.  ...  With the increasing need for timely data analysis, performance becomes more and more critical. In the past, these stores were frequently optimised to run on HDD and DRAM devices.  ...  This has performance implications and must be noted down to make research reproducible.  ... 
arXiv:2205.07975v1 fatcat:5sv2j2m3l5hrlnpjohlcxsh574

Big data and extreme-scale computing

M Asch, T Moore, R Badia, M Beck, P Beckman, T Bidot, F Bodin, F Cappello, A Choudhary, B de Supinski, E Deelman, J Dongarra (+27 others)
2018 The international journal of high performance computing applications  
We suggest that the prospects for the future integration of technological infrastructures and research ecosystems need to be considered at three different levels.  ...  Based on those meetings, we argue that the rapid proliferation of digital data generators, the unprecedented growth in the volume and diversity of the data they generate, and the intense evolution of the  ...  Acknowledgments The authors would like to acknowledge David Rogers for his work on the illustrations, Sam Crawford for editing support and the creation of the Appendix, and Piotr Luszczek for technical  ... 
doi:10.1177/1094342018778123 fatcat:vwrrxmad4rhtppq6ioaz4h5q7a

Classification Study of Sound and Image Events Using Event Detection Systems

DR. G.Murugaboopathy Murugaboopathy, R. Rajan
2016 International Journal Of Engineering And Computer Science  
For intelligent systems to make best use of the audio modality, it is important that they can recognize not just speech and music, which have been researched as specific tasks, but also general sounds  ...  We created new audio datasets and baseline systems for the challenge; these, as well as some submitted systems, are publicly available under open licenses, to serve as benchmarks for further research in  ...  and lessons learnt for the benefit of people running research challenges in future.  ... 
doi:10.18535/ijecs/v5i2.8 fatcat:56xkk4xk5vezbayvx5v2u6cbca

Program Book

2020 2020 5th International Conference on Universal Village (UV)  
Based on the Bitcoin system, this paper first analyzes the basic issues of implementing distributed storage, consensus negotiation and cryptographic security in the blockchain.  ...  The authors then discuss the future implications and prospects of health code for intelligent health management and its potential to lead to other areas of smart city building. , which is one of the target  ...  Additional Instructions on using Microsoft Teams for First-time Users  ... 
doi:10.1109/uv50937.2020.9426196 fatcat:bikzcbilgbfp5jzssihjmswpua

Reviews: Geography and Regional Administration, French Revolution 1968, The Beginning of the End: France, May 1968, The Student Revolt: The Activists Speak, Obsolete Communism: The Left-Wing Alternative, Resistance: The Political Autobiography of Georges Bidault, The New French Revolution: A Social and Economic Survey of France, 1945–1967, The Government of France, French Politics and Political Institutions, The Army of the Republic: The Role of the Military in the Political and Constitutional Evolution of ...

B. Keith-Lucas, N. P. Keatinge, Robert S. Short, L. P. O'Sullivan, Margherita Rendel, R. J. Harrison, D. L. Coombes, William Plowden, M. J. Walles, S. J. R. Noel, Dennis Dalton, Krishan Kumar (+7 others)
1969 Political Studies  
, the destruction of natural environments, and drains on the capability of the state.  ...  Environmental disputes occur frequently, particularly in contexts of poor natural resource management and vague law, but while some of these disputes end quickly without fatalities, some escalate to violence  ...  This data is recoded largely from a subset of the National Violence Monitoring System Indonesia (NVMS) conflict event database, with augmentation from other sources for control variables. 151 The NVMS  ... 
doi:10.1111/j.1467-9248.1969.tb00642.x fatcat:qtt6k5nzoncpbe2d33gpcvdnbq
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