Advances in machine learning and artificial intelligence have recently led to algorithms which can learn high-performance policies over extremely large state spaces e. Pacman, Go, Poker or learn self-driving policies for autonomous cars, drones, etc.
He held the positions of assistant and associate professor in the Computer Science Department at Yale University. His research interests are in parallel computing, software for scientific computing, and numerical methods for partial differential equations.
He has played a major role in the development of the MPI message-passing standard, is one of the designers of the PETSc parallel numerical library, and has developed efficient and scalable parallel algorithms for the solution of linear and non-linear equations.
William Gropp received his B. The core mission of the new Stony Brook institute is to advance the science of computing and its applications to solving complex problems in the physical sciences, the life sciences, medicine, sociology, industry and finance.
It works closely with the Brookhaven center, which specializes in data-intensive computing. He has a prolific career in high-performance computing with over one hundred publications on the subject, as well as extensive service on national advisory committees.
He received his B. Abbott has been at OSU since and has been dean of the college since His field research included the first deployment of an array of bio-optical moorings in the Southern Ocean as part of the U. Abbott was a member of the National Science Board from to and served as a consultant to the Board until He is the vice chair of the Oregon Global Warming Commission.
Amongst his prolific NRC service, Dr.
His research group focuses on data intensive computing, data science, and bioinformatics. He is the founder and a partner of Open Data Group, which provides analytic services to help companies build predictive models over big data, and is the Director of the not-for-profit Open Cloud Consortium, which provides cloud computing infrastructure to support the research community.
He was elected a fellow of the AAAS in Starting in the fall ofhe also has been a Concurrent Professor of Electrical Engineering. His current research areas include massively parallel processing architectures, advanced VLSI and nano technologies and their relationship to computing systems architectures, non von Neumann models of programming and execution, parallel algorithms and applications, and their impact on computer architecture.
The IOP also represents one of the earliest examples of multi-threaded architectures. Kogge, received his B. Raghavan is the founding Director of the Penn State Institute for CyberScience, the coordinating unit on campus for developing interdisciplinary computation and data-enabled science and engineering.
She has over ninety five peer-reviewed publications in three major areas including: Raghavan received her Ph. Reed was Corporate Vice President at Microsoft from -responsible for global technology policy and extreme computing, and Director of Scalable and Multicore Computing at Microsoft from until CRA represents the research interests of the university, national laboratory and industrial research laboratory communities in computing across North America.
Reed received his B. Taylor was a member of the faculty in the Electrical Engineering and Computer Sciences Department at Northwestern University for 11 years.
She has authored or coauthored more than papers in the area of high performance computing. Taylor is a member of Association for Computing Machinery. Taylor earned her B.Future Directions in Distributed Computing: Research and Position Papers (Lecture Notes in Computer Science) [André Schiper, Alex A.
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Introduction. Over the past decades, cloud computing has been greatly developed and applied owing to its high cost-efficiency and flexibility achieved through consolidation, in which computing, storage, and network management functions work in a centralized manner.
Convergence for the Smart Grid invited paper at New Research Directions for Future Cyber-Physical Energy Systems conference, June, , Baltimore, Maryland: 3rd IEEE International Conference on Distributed Computing in Sensor Systems, June, Santa Fe.
"Design Considerations for Distributed Caching on the Internet," R. Tewari, M. Dahlin, H.
Vin, J. Kay, Proceedings of the 19 th International Conference on Distributed Computing Systems, May pdf ps code bibtex.
Statement of Research Interest, Shah Asaduzzaman Page 1 of 3 Statement of Research Interest Shah Asaduzzaman Research Area and Approach My primary research interest is in the area of networks and distributed computing systems. Papers describing advanced prototypes, systems, tools and techniques and general survey papers indicating future directions are also encouraged.
Papers describing original work are invited in any of the areas listed below.