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Next generation data analytics at IBM research

Oktie Hassanzadeh, Anastasios Kementsietsidis, Benny Kimelfeld, Rajasekar Krishnamurthy, Fatma Özcan, Ippokratis Pandis
2013 Proceedings of the VLDB Endowment  
At IBM Research we are reinventing classical data management solutions to this high speed and volume demand ( Section 2 ), building complex analytical platforms for end-to-end analysis of data ( Section  ...  At IBM Research, by tapping into 35+ years of research experience in the management of relational and semi-structured data, we have developed a novel storage and query mechanism for graph data that works  ... 
doi:10.14778/2536222.2536246 fatcat:dvt4wqvbpvajvlw3i25kkmmfc4

Data centric computing for internet scale enterprises

Yuqing Gao
2013 Proceedings of the ACM/SPEC international conference on International conference on performance engineering - ICPE '13  
■ Deep analytics on data at rest -Finding of non-trivial relations -Competitive advantage ■ Low-latency analytics on massive and rapidly generating data, i.e., data in motion -Timeliness in decision making  ...  Research © 2012 IBM Corporation 11  DayTrader PDF Document GenerationIBM Cognos Chart Generation Service  Many customers' application programs  … Enterprise workload evaluated IBM  ...  work will be the foundation for next generation cloud application platform: 1. initially targeted for Node.js applications, 2. with extensions for other languages/frameworks  ... 
doi:10.1145/2479871.2479924 dblp:conf/wosp/Gao13 fatcat:74ooahyt5rannjuywj3nv3zwoq

Business Analytics: Research and Teaching Perspectives

Ben Light
2013 Proceedings of the ITI 2013 35th International Conference on INFORMATION TECHNOLOGY INTERFACES  
Then it includes a brief description of some current research projects under way in our team. We also note some research opportunities in Big Data analytics.  ...  Business analytics and big data are being discussed everywhere right now. The objective of this paper is to provide a research and teaching introduction to business analytics.  ...  The next section describes an emerging area of research in analytics.  ... 
doi:10.2498/iti.2013.0589 dblp:conf/iti/ShardaAP13 fatcat:zzlxssm6vrdhtbgghriuetlm4e

META: Middleware for Events, Transactions, and Analytics

M. Arnold, D. Grove, B. Herta, M. Hind, M. Hirzel, A. Iyengar, L. Mandel, V. A. Saraswat, A. Shinnar, J. Simeon, M. Takeuchi, O. Tardieu (+1 others)
2016 IBM Journal of Research and Development  
We built middleware that combines transactional event processing with analytics, using a data store to bridge between the two.  ...  At the surface, our Middleware for Events, Transactions, and Analytics (META) offers a unified rule-based programming model. Internally, META uses the X10 distributed programming language.  ...  IBM T J Watson Research Center Louis Mandel IBM Research Division, Thomas J Watson Research Center, Yorktown Heights, NY 10598 USA (lmandel@us ibm com) Dr Mandel is a Research Staff Member at IBM His  ... 
doi:10.1147/jrd.2016.2527419 fatcat:d6vdxnf74jaabpfqwlslqzfx4m

A platform for eXtreme Analytics

A. Balmin, K. Beyer, V. Ercegovac, J. McPherson, F. Ozcan, H. Pirahesh, E. Shekita, Y. Sismanis, S. Tata, Y. Tian
2013 IBM Journal of Research and Development  
McPherson is an IBM Distinguished Engineer and Manager of Data Intensive Analytics at IBM Research -Almaden.  ...  He is a Research Scientist at IBM Research -Almaden.  ... 
doi:10.1147/jrd.2013.2242693 fatcat:sbdxilynrfhkndjtun4ykdtuui

Using Text Mining Techniques to Analyze Students' Written Responses to a Teacher Leadership Dilemma

Yuejin Xu, Noah Reynolds
2012 Journal of clean energy technologies  
The purpose of this study was to examine the accuracy of the categories generated by IBM SPSS  ...  This article describes the use of IBM SPSS Text Analytics for Surveys to analyze students' written responses to a teacher leadership dilemma.  ...  Specifically, our research question was: How are findings generated by the text mining algorithm for IBM SPSS Text Analytics for Surveys comparable to the findings identified by an independent human rater  ... 
doi:10.7763/ijcte.2012.v4.535 fatcat:opdk54p3t5dhlhnjctenswzl6y

Research and Pedagogy in Business Analytics: Opportunities and Illustrative Examples

Ramesh Sharda, Daniel Adomako Asamoah, Natraj Ponna
2013 Journal of Computing and Information Technology  
Big Data research looks at how to analyze data in different domains with such characteristics and in a way that generates deeper knowledge and adds value to the decision making process in businesses.  ...  This research project illustrates an interesting application of predictive modeling methods in athletic health issues. The next section describes an emerging area of research in analytics.  ... 
doi:10.2498/cit.1002194 fatcat:l7ztq3qesnbizl4gncmdvubkaa


P. Chris Broekema, Ronald Nijboer, John W. Romein, Bert Jan Offrein, Albert-Jan Boonstra, Victoria Caparrós Cabezas, Ton Engbersen, Hanno Holties, Jens Jelitto, Ronald P. Luijten, Peter Maat, Rob V. van Nieuwpoort
2012 Proceedings of the 2012 workshop on High-Performance Computing for Astronomy Date - Astro-HPC '12  
Building on the experience gained with the collaboration between ASTRON and IBM with the Blue Gene based LOFAR correlator, ASTRON and IBM have now embarked on a public-private exascale computing research  ...  project aimed at solving the SKA computing challenges.  ...  CONCLUSIONS In this paper we've introduced a unique public-private collaboration initiative between IBM and ASTRON, aimed at technology development for the SKA.  ... 
doi:10.1145/2286976.2286978 fatcat:jjf46fd4lzh7jhwx27pdj7hapu

Ekalavya Model Of Higher Education – An Innovation Of Ibm'S Big Data University

Dr. P. S. Aithal, Shubhrajyotsna Aithal
2016 Zenodo  
Many organizations and business intelligence experts have foreseen the significant development in the big data field as next big wave in future research arena in many industry sectors and the society.  ...  In this paper, we have discussed the importance of Big data based data analytics. The advantages, benefits, constraints, and disadvantages of big data based analytics are discussed.  ...  & Services: Big Data can be used to develop the next generation of products and services.  ... 
doi:10.5281/zenodo.198704 fatcat:hd5pp6yuyzffpms7sluogo3dnu


Kiran Raj K. M, Krishna Prasad K
2019 Zenodo  
Data Analytics Increasing IBM capacity in data analytics has invested over U.S. $30 billion i.e. One third of their research expenditure relates to data analysis and cognitive computing [14] .  ...  Strengths Opportunities:  Data Analytics: The assessment of Data analytics market is $125 billion.  ... 
doi:10.5281/zenodo.3484685 fatcat:y7gunngwrvajnin3vswoja5n34

Gaining insight from data

David Reed
2015 Journal of Direct Data and Digital Marketing Practice  
For visitors to the website, it wants to create a digital experience that is the next best thing to being there', explained Chris Nott, CTO big data and analytics at IBM UK and Ireland.  ...  A team of 150 people work to capture the 3.2 million data points generated across the tournament.  ... 
doi:10.1057/dddmp.2015.47 fatcat:jnt7evfvqnh2hnrqha26ixwlzu

Information technology for healthcare transformation

J. P. Bigus, M. Campbell, B. Carmeli, M. Cefkin, H. Chang, C.-H. Chen-Ritzo, W. F. Cody, S. Ebadollahi, A. Evfimievski, A. Farkash, S. Glissmann, D. Gotz (+30 others)
2011 IBM Journal of Research and Development  
Maglio is a Research Scientist and Manager in the Service Research Department at IBM Research who has worked on programmable web intermediaries, attentive user interfaces, multimodal human-computer interaction  ...  The current lack of comparative cost analytics hampers systematic efficiency. Redundant and unnecessary interventions add to medical expenditures that add no value.  ...  Preventing the spread of epidemics The team at the IBM Almaden Research Center [105] [106] [107] utilized the evidence ecosystem to allow scientists to reuse data and disease (propagation) models, to  ... 
doi:10.1147/jrd.2011.2160684 fatcat:nsikmwk735ebdp3j5temula6bq

Using cognitive systems in marketing analysis

Peter Cervenka, Ivan Hlavaty, Andrej Miklosik, Julia Lipianska
2016 Economic Annals-ХХI  
We will use IBM Analytics Tools for the example of cognitive computing. We apply these tools to analyse social media as one of the major sources of data on potential customers.  ...  Via IBM Watson we were able to analyse unstructured data found on social media.  ...  The IBM Watson Analytics generates results in the categories shown in the table 2.  ... 
doi:10.21003/ea.v160-11 fatcat:3te7233oonb4noxcnwkx2wrd54

Big Data analytics and cognitive computing – future opportunities for astronomical research

M A Garrett
2014 IOP Conference Series: Materials Science and Engineering  
Catalogues listing detailed properties of billions of objects will in themselves require a new industrial-scale approach to scientific discovery, requiring the latest techniques of advanced data analytics  ...  and an early engagement with the first generation of cognitive computing systems.  ...  Attendance of the author at Radio 2014 was partially supported via an IBM Faculty Award.  ... 
doi:10.1088/1757-899x/67/1/012017 fatcat:omzhwasbrrco5o4kqktoq3mlzq

Analytics-driven solutions for customer targeting and sales-force allocation

R. Lawrence, C. Perlich, S. Rosset, J. Arroyo, M. Callahan, J. M. Collins, A. Ershov, S. Feinzig, I. Khabibrakhmanov, S. Mahatma, M. Niemaszyk, S. M. Weiss
2007 IBM Systems Journal  
Perlich joined the Data Analytics research group as a research staff member in October 2004.  ...  Lawrence is a research staff IBM SYSTEMS JOURNAL, VOL 46, NO 4, 2007 member and manager of Predictive Modeling in the Mathematical Sciences department at IBM Research.  ... 
doi:10.1147/sj.464.0797 fatcat:gqioo2qppvaybeel23jgrskbjm
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