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Scientific Data Management Research

Mehmet Balman

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Mehmet Balman
Previous member, Affiliate (Scientific Networking Division)

Biographical Sketch

Mehmet is a former computer engineer in the Scientific Data Management Group, currently an affiliate with the Scientific Networking Division. His recent work particularly deals with performance problems in high-bandwidth networks, efficient data transfer mechanisms and data streaming, high-performance network protocols, bandwidth reservations, virtual circuits, and data transfer scheduling for large-scale applications.  He received his doctoral degree in computer science from Louisiana State University (LSU) in 2010. He has several years of industrial experience as system administrator and R&D specialist, at various software companies before joining LSU. He also worked as a summer intern in Los Alamos National Laboratory. During his study at LSU, he worked as a teaching assistant in the Department of Computer Science, and as a research assistant in the Center for Computation & Technology (CCT). 

NDM (Network-aware Data Management Workshop @SC)

Education

Ph.D. (2010), M.S. (2008) Louisiana State University, Baton Rouge, LA
M.S. (2006), B.S.(2000) Bogazici University, Istanbul, Turkiye

Selected Publications

  1. M. Balman, Advance Resource Provisioning in Bulk Data Scheduling. In Proceedings of the 27th IEEE International Conference on Advanced Information Networking and Applications (AINA), 2013.
  2. M. Balman, Streaming exa-scale data over 100Gbps networks, IEEE Computing Now Magazine, Oct 2012.
  3. M. Balman, E. Pouyoul, Y. Yao, E. W. Bethel, B. Loring, Prabhat, J. Shalf, A. Sim, B. L. Tierney, Experiences with 100Gbps Network Applications. In Proc. ofthe 5th Int. workshop on Data-Intensive Distributed Computing, in conjunction with HPDC’12, 2012.
  4. M. Balman and S. Byna, Open Problems in network-aware data management in exa-scale computing and terabit networking era. In Proc. of the 1st Int. workshop on Network-aware Data Management, in conjunction with SC’11, 2011.
  5. T. Kosar, M. Balman, E. Yildirim, S. Kulasekaran, B. Ross, Stork Data Scheduler: Mitigating the Data Bottleneck in e-Science, in Philosophical Transactions of the Royal Society A, Vol.369 (2011), pp. 3254-3267. 
  6. T. Kosar, I. Akturk, M. Balman, X. Wang, PetaShare: A Reliable, Efficient, and Transparent Distributed Storage Management System, Scientific Programming Journal, Sci. Program. 19, 1 (2011), 27-43
  7. M. Balman and T. Kosar, Error Detection and Error Classification: Failure Awareness in Data Transfer Scheduling, International Journal of Autonomic Computing 2010 - Vol. 1, No.4 pp. 425 - 446, DOI: 10.1504/IJAC.2010.037516
  8. M. Balman, E. Chaniotakis, A. Shoshani, A. Sim, A Flexible Reservation Algorithm for Advance Network Provisioning. In Proceedings of the ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis (SC’10), 2010.
  9. M. Balman and T. Kosar, Dynamic Adaptation of Parallelism Level in Data Transfer Scheduling. In Proc. of Int. Workshop on Adaptive Systems in Heterogeneous Environments, in conjunction IEEE CISIS'09 and IEEE ARES'09, 2009.
  10. M. Balman, Tetrahedral Mesh Refinement in Distributed Environments, in Proceedings of IEEE International Conference on Parallel Processing Workshops, IEEE Computer Society 2006, pp. 497-504, ISBN:0-7695-2637-3

» Visit Mehmet's personal web page.

Journal Articles

Brian Tierney, Mehmet Balman, Cees de Laat, "Special section on high-performance networking for distributed data-intensive science", Future Generation Computer Systems, The International Journal of eScience, Elsevier, 2015, doi: doi:10.1016/j.future.2015.10.006

Nathan Hanford, Vishal Ahuja, Mehmet Balman, Matthew. Farrens, Dipakmore authors » "Improving Network Performance on Multicore Systems: Impact of Core Affinities on High Throughput Flows", The International Journal of eScience, Elsevier, 2015, doi: doi:10.1016/j.future.2015.09.012

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T. Kosar, M. Balman, E. Yildirim, S. Kulasekaran, B. Ross, "Stork Data Scheduler: Mitigating the Data Bottleneck in e-Science", Philosophical Transactions of the Royal Society A, Vol.369 (2011), pp. 3254-3267, July 18, 2011, doi: 10.1098/rsta.2011.0148

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T. Kosar, I. Akturk, M. Balman, X. Wang, "PetaShare: A Reliable, Efficient, and Transparent Distributed Storage Management System", Journal Scientific Programming archive Volume 19 Issue 1, January 2011 Pages 27-43, 2011,

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Mehmet Balman, Tevfik Kosar, "Error Detection and Error Classification: Failure Awareness in Data Transfer Scheduling,", International Journal of Autonomic Computing 2010 - Vol. 1, No.4 pp. 425 - 446, DOI: 10.1504/IJAC.2010.037516, 2010, doi: http://dx.doi.org/10.1504/IJAC.2010.037516

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Conference Papers

N. Hanford, V. Ahuja, M. Farrens, D. Ghosal, M. Balman, E. Pouyoul, B. Tierney, "Impact of the end-system and affinities on the throughput of high-speed flows", ANCS '14: Proceedings of the tenth ACM/IEEE symposium on Architectures for networking and communications systems, ACM, 2014, doi: 10.1145/2658260.2661772

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N. Hanford, V. Ahuja, M. Farrens, D. Ghosal, M. Balman, E. Pouyoul, B. Tierney, "Analysis of the effect of core affinity on high-throughput flows", NDM'14, ACM, 2014, doi: 10.1109/NDM.2014.10

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Nathan Hanford, Vishal Ahuja, Mehmet Balman, Matthew. Farrens, Dipakmore authors » "Characterizing the Impact of End-System Affinities On the End-to-End Performance of High-Speed Flows", SC13 workshop, ACM, 2013, doi: 10.1145/2534695.2534697

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Mehmet Balman, "Advance Resource Provisioning in Bulk Data Scheduling", 27th IEEE International Conference on Advanced Information Networking and Applications (AINA), 2013, LBNL 6364E, doi: http://dx.doi.org/10.1109/AINA.2013.5

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Mehmet Balman, Eric Pouyoul, Yushu Yao, E. Wes Bethel, Burlen Loring,more authors » "Experiences with 100G Network Applications", In Proceedings of the Fifth international Workshop on Data-intensive Distributed Computing, in conjunction with ACM High Performance Distributing Computing (HPDC) Conference, 2012, Delft, Netherlands, June 2012, LBNL 5603E, doi: 10.1145/2286996.2287004

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Mehmet Balman, Suredra Byna, "Open Problems in network-aware data management in exa-scale computing and terabit networking era", In Proceedings of the First international Workshop on Network-Aware Data Management, in conjunction with ACM/IEEE international Conference For High Performance Computing, Networking, Storage and Analysis, 2011, Seattle, WA, November 11, 2011, LBNL 6176E, doi: http://dx.doi.org/10.1145/2110217.2110229

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Dean N. Williams, Ian T. Foster, Don E. Middleton, Rachana Ananthakrishnan,more authors » "Earth System Grid Center for Enabling Technologies (ESG-CET): A Data Infrastructure for Data-Intensive Climate Research", SciDAC Conference, 2011,

Alex Sim, Mehmet Balman, Dean N. Williams, Arie Shoshani, Vijaya Natarajan, "Adaptive Transfer Adjustment in Efficient Bulk Data Transfer Management for Climate Datasets", The 22nd IASTED International Conference on Parallel and Distributed Computing and System, Marina Del Rey, CA, November 20, 2010, LBNL 3985E,

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Mehmet Balman, Evangelos Chaniotakis, Arie Shoshani, Alex Sim, "A Flexible Reservation Algorithm for Advance Network Provisioning", ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis, New Orleans, LA, November 2010 (SC'10)., New Orleans, LA, IEEE Computer Society Washington, DC, USA ISBN: 978-1-4244-7559-, November 14, 2010, LBNL 4017E, doi: http://dx.doi.org/10.1109/SC.2010.4

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Reports

Mehmet Balman, "Streaming Exascale Data over 100Gbps Networks", IEEE Computing Now, November 8, 2012, LBNL 6173E,

Mehmet Balman, "Analyzing Data Movements and Identifying Techniques for Next-generation High-bandwidth Networks", LBNL Tech Report, 2012, LBNL 6177E,

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M. Balman, A. Sim, "Scaling the Earth System Grid to 100Gbps Networks", 2012, LBNL 5794E,

M. Balman, E. Chaniotakis, A. Shoshani, A. Sim, "A New Approach in Advance Network Reservation and Provisioning for High-Performance Scientific Data Transfers", 2010, LBNL 4091E,

Posters

Mehmet Balman, "MemzNet: Memory-Mapped Zero-copy Network Channel for Moving Large Datasets over 100Gbps Networks", technical poster in ACM/IEEE international Conference For High Performance Computing, Networking, Storage and Analysis (SC'12), LBNL 6175E, November 13, 2012, doi: http://doi.ieeecomputersociety.org/10.1109/SC.Companion.2012.294

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