Data Analytics Opportunities in a Smarter Planet
نویسنده
چکیده
New applications of computing are being enabled by instrumentation of physical entities, aggregation of data, and the analysis of the data. The resulting integration of information and control permits efficient and effective management of complex man-made systems. Examples include transportation systems, buildings, electrical grids, health care systems, governments, and supply chains. Achieving this vision requires extensive data integration and analysis, over diverse, rapidly changing, and often uncertain data. There are many challenges, requiring both new data management techniques as well as new mathematics, forcing new collaborations as the basis of the new “Data Science”. Needs and opportunities will be discussed in the context of specific pilots and projects. 1. BIOGRAPHICAL SKETCH Brenda Dietrich is an IBM Fellow, Vice President and Chief Technology Officer for Business Analytics in IBM. She provides technical guidance for IBMs Business Analytics software strategy and products, and provides leadership for the analytics software community within IBM. Previously she led IBMs research activities in Business Analytics and Mathematical Sciences, and supports software products and consulting in these areas. She was responsible for both basic research in computational mathematics and related fields, and the development of novel business applications based on the application of mathematical models within industry. She has been the president of INFORMS, the worlds largest professional society for Operations Research and Management Sciences, and is an INFORMS Fellow. She serves on the Board of Trustees of SIAM. She has served on university advisory boards for Northwestern, CMU, MIT, and UC Berkeley, and on advisory boards for NSF sponsored Math Research Institutes. She holds more than a dozen patents, has co-authored numerous publications, and co-edited the book Mathematics of the Internet: E-Auction and Markets. She holds a BS in Mathematics from UNC and an MS and Ph.D. in OR/IE from Cornell. Her personal research includes manufacturing scheduling, services resource management, transportation logistics, integer programming, and combinatorial duality. 1697 Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. To copy otherwise, to republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Articles from this volume were invited to present their results at The 38th International Conference on Very Large Data Bases, August 27th 31st 2012, Istanbul, Turkey. Proceedings of the VLDB Endowment, Vol. 5, No. 12 Copyright 2012 VLDB Endowment 2150-8097/12/08... $ 10.00.
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ورودعنوان ژورنال:
- PVLDB
دوره 5 شماره
صفحات -
تاریخ انتشار 2012