Publications and
Conference Proceedings
2015 2014
2013
2012
2011
2010 2009
2008 2007
2006
2005
Patents
Technical
Reports
Invited Talks
For more information regarding publications, visit my Google Scholar page.
Publications and Conference
Proceedings
2015
A. Randles, E.W. Draeger, T. Oppelstrup, L. Krauss, and J.A. Gunnels. "Massively Parallel Models of the Human Circulatory System". Proceedings of the 2015 ACM/IEEE International Conference for High
Performance Computing, Networking, Storage, and Analysis (SC15), Denver, CO. Gordon Bell Finalist. (accepted)
A. Randles, E.W. Draeger, and P.E. Bailey. "Massively Parallel Simulations of Hemodynamics in the Human Vasculature". Journal of Computational Science 9 (2015): 70-75. Best Paper Award at IEEE International Conference on Computational Science (ICCS 2015).
2014
A. Randles and L. Zeger. "Capture Diversity to Speed RFID". (submitted).
H.D. Whitley, Ch.R. Scullard, L.X. Benedict, J.I. Castor,
A. Randles,
J.N. Glosli, D.F. Richards, M.P. Desjarlais, and F.R. Graziani.
“Lenard-Balescu Calculations and Classical Molecular Dynamics
Simulations of Electrical and Thermal Conductivities of Hydrogen
Plasmas.” Contributions to Plasma Physics. (accepted).
Y. You, H. Fu, S. Song,
A. Randles,
D. Kerbyson, A. Marquez, G. Yang, and A. Hoisie, "Scaling Support Vector Machines on modern HPC platforms".
Journal of Parallel and Distributed Computing. (accepted).
A. Randles, E. Draeger, and F. Michor, "Investigation of
Spatio-Temporal Coupling Applied to Computational Models of Virtual
Surgery". Biomedical Engineering Society (BMES) Annual Meeting, 2014.
V. Kale, A. Randles, and W. Gropp.
"Locality Optimizations for Load Balancing on SMPs". Proceedings of the
21st European MPI Users' Group Meeting. ACM, 2014. Poster paper.
A. Randles, M. Driscoll, E. Draeger, and F. Michor, "A Feasibility Study using Image-based Parallel Modeling for Treatment Planning". Computing in Cardiology Conference (CinC), 2014. Young Investigator Award Honorable Mention.
A. Randles, and
E. Kaxiras, "A Parallel-in-time Method Applied to Lattice Boltzmann
Simulations of Cardiovascular Flow". 23rd International
Conference on Discrete Simulation of Fluid Dynamics (DSFD 2014), Paris,
France, July 28 - August 1, 2014.
A. Randles, and E. Kaxiras, "A Spatio-Temporal Coupling Method
to Reduce the Time-to-Solution of Cardiovascular Simulations". Proceedings of the 28th IEEE
International Parallel and Distributed Processing Symposium, IPDPS14,
2014. PDF.
Y. You, S.L. Song, H. Fu, A. Marquez, G. Yang, K. Barker, K.W.
Cameron, M. Mehri Dehnavi,
and
A. Peters Randles,
"MIC-SVM: Designing A Highly Efficient Support Vector Machine For
Advanced Modern Multi-Core and Many-Core Architectures".
Proceedings of the 28th IEEE International Parallel and Distributed
Processing Symposium, IPDPS14, 2014. PDF.
A. Randles,
M. Driscoll, E. Draeger, and F. Michor. “Massively Parallel Model of
Cardiovascular Hemodynamics", Lawrence Livermore National Laboratory
Computation Poster Symposium, April 2014. Best Poster.
A. Randles, and
E.
Kaxiras, "Parallel in Time Approximation of the Lattice Boltzmann
Method for Laminar Flows". Journal of Computational Physics, Volume 270 (2014): 577-586. PDF.
A. Randles, E. Draeger,
and F. Michor,
”Scaling the Lattice Boltzmann Method on Massively Parallel Systems.”
SIAM
Conference on Parallel Processing for Scientific Computing (SIAM PP14),
Portland, Oregon, February 18-February 24, 2014.
V. Almendro, Y.K. Chen,
A. Randles,
M. Gonen, S. Itzkovitz, A. Marusyk, E. Ametller, X. Gonzalez-Farre, M.
Munoz, H. Russnes, A. Helland, I. Rye, A.L. Borressen-Dale, R. Maruyam,
A. van Oudenaarden, M. Dowsett, R. Jones, J. Reis-Fiho, P. Gascon, F.
Michor, and K. Polyak. "Inference of Tumor Evolution during
Chemotherapy by Computational Modeling and In Situ Analysis of Genetic
and Phenotypic Cellular Diversity". Cell
Reports (2014).
PDF.
2013
A. Randles, E. Draeger, E. Kaxiras, and F. Michor. "Massively Parallel Model of Cardiovascular Hemodynamics", Computational Aspects of Biological Information 2013 (CABI 2013), Cambridge, MA, December 16, 2013. Poster: PDF.
A. Randles, "Modeling cardiovascular hemodynamics using the
lattice Boltzmann method on massively parallel supercomputers", PhD Dissertation, Harvard
University, Cambridge MA. PDF.
A. Peters Randles, V. Kale, J.R. Hammond, W. Gropp, and E.
Kaxiras, "Performance analysis of the Lattice Boltzmann model beyond
Navier-Stokes", Proceedings of the 27th IEEE International Parallel and Distributed Processing Symposium, IPDPS 13, 2013. PDF.
A. Peters Randles, D. Rand, C.
Lee, G. Morrisett, M. Nowak, and H. Pfister, "Massively Parallel Model
of Extended Memory Use In Evolutionary Game Dynamics", Proceedings of
the 27th IEEE International Parallel and Distributed Processing
Symposium, IPDPS 13, 2013. PDF.
D.E. Keyes, L. Curfman McInnes, C. Woodward, W. Gropp, E.
Myra, M. Pernice, J. Bell, J. Brown, A. Clo, J.
Connors, E. Constantinescu, D. Estep, K. Evans, C. Farhat,
A. Hakim, G. Hammond, G. Hansen, J. Hill, T. Isaac,
X. Jiao, K. Jordan, D. Kaushik, E. Kaxiras, A.
Koniges, K. Lee, A. Lott, Q. Lu, J. Magerlein, R. Maxwell, M. McCourt, M. Mehl, R. Pawlowski,
A. Peters Randles,
D. Reynolds, B. Rivière, U. Rüde, T. Scheibe, J.
Shadid, B. Sheehan, M. Shephard, A. Siegel, B. Smith,
X. Tang, C. Wilson, and B. Wohlmuth, "Multiphysics
simulations: Challenges and opportunities", International Journal of
High Performance Computing Applications, vol. 27, pp. 4-83, 2013. PDF.
2012
A. Peters Randles,
"Massively
Parallel Model of Evolutionary Game Dynamics", ACM/IEEE International
Conference for High Performance Computing, Networking, Storage, and
Analysis (SC), Salt Lake City, Utah, November 10-16, 2012. ACM Student
Research Competition. Poster: PDF.
A. Peters Randles, M. Baecher,
H. Pfister, and E. Kaxiras. "A Lattice Boltzmann Simulation of
Hemodynamics in a Patient-Specific Aortic Coarctation Model". STACOM
2012 Workshop, Held in Conjunction with MICCAI 2012, LNCS vol. 7746,
Springer, 2012.
A. Peters Randles, V. Kale, W.
Gropp, and E. Kaxiras, "Taking Fluid Models Beyond Navier-Stokes". DOE
CSGF Annual Conference, July 2012. Poster: PDF.
2011
M. Borkin, K. Gajos, A. Peters,
D. Mitsouras, S. Melchionna, F. Rybicki, C. Feldman, and H. Pfister.
”Evaluation of artery visualizations for heart disease diagnosis.” IEEE
Transactions on Visualization and Computer Graphics (Proceedings of
Information Visualization 2011), 17(12), December 2011. PDF.
B. Robson, J. Li, R. Dettinger, A. Peters, and S. K. Boyer, ”Drug discovery using very large
numbers of patents: general strategy with extensive use of match and
edit operations.” Journal of Computer-Aided Molecular Design, vol. 25,
no. 5, pp. 427-441, 2011. PDF.
A. Peters, S. Melchionna, J.
Latt, S. Succi, and E. Kaxiras, "Multiscale simulation of blood flow in
the coronary arteries". DOE CSGF Annual Conference, July 2011. Poster: PDF.
A. Peters, L. Zeger, ”Efficient
Resource Allocation for Broadcasting Multi-Slot Messages With Random
Access with Capture”, Proceedings of IEEE Military Communications
Conference (MILCOM), October 2011. PDF.
A. Peters, S. Melchionna, E.
Kaxiras, J. Latt, J. Sircar, M. Bernaschi, M. Bisson, and S. Succi,
”Multiscale Simulation of Blood Flow in the Coronary Arteries.” SIAM
CS&E Conference, Reno, Nevada, February 28-March 4, 2011.
2010
A. Peters,
S.
Melchionna, J.
Latt, S. Succi, and E. Kaxiras, “Leveraging theory from cosmodynamics
to study the the effect of the pulsating heart on coronary arteries in
a large-scale Lattice Boltzmann simulation", Proceedings of the 63rd
annual meeting of the APS Division of Fluid Dynamics, Long Beach, CA,
November 21-23, 2010.
M. Borkin, A. Peters, D.
Mitsouras, H. Pfister, and E. Kaxiras, "Simulated Blood Flow through a
Patient's Coronary Arteries", Gallery of Fluid Motion, Proceedings of
the 63rd annual meeting of the APS Division of Fluid Dynamics, November
21-23, 2010 in Long Beach, CA, USA. Poster: PDF.
A. Peters, S. Melchionna, E.
Kaxiras, J. Latt, J. Sircar, M. Bernaschi, M. Bisson, and S. Succi,
”Multiscale simulation of cardiovascular flows on the IBM Bluegene/P:
full heart-circulation system at red-blood cell resolution.”
Proceedings of the 2010 ACM/IEEE International Conference for High
Performance Computing, Networking, Storage, and Analysis (SC), New
Orleans, LA. Gordon Bell Finalist. PDF.
A. Peters, D. Rand, J. Sircar,
G. Morrisett, M. Nowak, and H. Pfister, "Leveraging GPUs for
Evolutionary Game Theory". GPU Technology Conference, San Jose, CA,
September 20-23, 2010.
S. Melchionna, J. Latt, E. Kaxiras, A. Peters, M. Bernaschi, and S. Succi, ”Endothelial Shear Stress
From Large-Scale Blood Flow Simulations”, in Fifth European Conference
on Computational Fluid Dynamics, 2010. PDF.
A. Peters, S. Melchionna, S.
Succi, and E. Kaxiras, ”Leveraging Theory From Cosmodynamics for
Multi-Scale Cardiovascular Simulation”, in Fifth European Conference on
Computational Fluid Dynamics ECCOMAS CFD, 2010.
2009
A. Peters,
G.
Lakatos,
M. Fyta, and E Kaxiras. "Massively Parallel Simulations of Large DNA
Molecules Using the IBM Blue Gene Supercomputer". ACM/IEEE Conference
on Supercomputing, Portland, Oregon, 14-20, 2009. SC '09. ACM, New
York, NY. Poster: PDF.
M.Borkin, A. Peters, and S.
Mandre. "A Numerical Model for Time-Dependent Gravity-Driven Flow in a
Collapsible Tube", Poster, Proceedings of the 62nd Annual Meeting of
the APS Division of Fluid Dynamics, Minneapolis MN, November 22-24,
2009. Poster: PDF.
A. Peters. "Model of
Evolutionary Game Dynamics Accelerated by GPU Hardware". Poster. GPU
Technology Conference, San Jose, CA, September 30-October 2, 2009.
Poster.
2008
A. Peters,
R.
Dettinger, and M.
Megerian. "Acceleration the Drug Discovery Process through Massively
Parallel Computation and Data Integration". Poster. Grace Hopper
Celebration. October 1-4, 2008, Keystone, CO. Poster.
Y.P. Pang, T. Mullins, B. Swartz, J. McAllister, B. Smith, C.J. Archer,
R. Musselman, A. Peters, B.
Wallenfelt, and K. Pinnow. ”EUDOC on the IBM Blue Gene/L system:
Accelerating the transfer of drug discoveries from laboratory to
patient”, IBM Journal of Research and Development, vol. 52, no. 1, Feb.
2008. PDF.
K. Jiang, O. Thorsen, A. Peters,
B. Smith, and C. P. Sosa, "An Efficient Parallel Implementation of the
Hidden Markov Methods for Genomic Sequence-Search on a Massively
Parallel System". IEEE Transactions in Parallel Distributed Systems,
Vol 19, no. 1, 2008. PDF.
A. Peters, A. King, T. Budnik,
P. J. McCarthy, and P. Michaud, “Asynchronous task dispatch for high
throughput computing for the eServer IBM Blue Gene® Supercomputer,” in
the Proceedings of the IEEE
International Symposium on Parallel and Distributed Computing, 2008.
PDF.
2007
A. Peters,
et al.
"High
Throughput Computing Validation for Drug Discovery using the DOCK
Program on a Massively Parallel System". 1st Annual MSCBB, Northwestern
University, Evanston, IL, September 2007. Poster.
O. Thorsen, K. Jiang, A. Peters,
M. Lundberg, and C. Sosa. "Next Generation of Selected Bioinformatics
Applications Using Massively Parallel Supercomputers". 1st Annual
MSCBB, Northwestern University, Evanston, IL, September 2007. Poster.
A. Peters. "Drug Discovery on
Blue Gene/L: The Integration of Massively Parallel Computation and
Textual Annotation for Virtual Screening". IBM Early Career Conference,
Armonk, NY, September 2007. Poster.
O. Thorsen, K. Jiang, A. Peters,
B. Smith, H. Lin, W. Feng, C. P. Sosa, "Parallel Genomic
Sequence-Search on a Massively Parallel System", ACM International
Conference on Computing Frontiers, May 2007. PDF.
A. Peters. "High Throughput
Computing on Blue Gene", Paradyn / Condor Week, University of
Wisconsin, Madison, Wisconsin April 30-May 3, 2007. Slides: PDF.
2006
Y.P. Pang, B. Swartz, B. Smith, T.
Mullins, A. Peters, and R.
Musselman.
"Optimizing EUDOC for the IBM eServer Blue Gene Supercomputer".
ACM/IEEE International
Conference for High Performance Computing, Networking, Storage, and
Analysis (SC), Tampa, FL, 2006. Poster.
K. Pinnow, R. Musselman, A. Peters,
and B. Swartz. "Blue Gene Application Performance Optimization".
ScicomP12-SP-XXL, 2006. Poster.
2005
A.E. Peters,
M. E. Gehm, B. D.
Guenther, and D. J. Brady, ” Multiplex Design for High-Performance
Microspectrometers,” in Adaptive Optics: Analysis and
Methods/Computational Optical Sensing and Imag- ing/Information
Photonics/Signal Recovery and Synthesis Topical Meetings (COSI), 2005.
Poster.
Selected
U.S. Patents
I currently have 100 issued U.S. Patents and 133 patent
applications
filed with the U.S. Patent Office. These are all primarily in the
field of parallel computing. A selection is listed below.
See CV for full
listing.
1. Management of persistent memory in a multi-node computer system, E. Barsness, D.L. Darrington, A. Peters, and J.M. Santosuosso. U.S. Patent No. 8,812,818, August 19, 2014.
2. Parsing an application to nd serial and
parallel data segments to minimize mitigation overhead between serial
and parallel compute nodes, E. Barsness, D.L. Darrington, A. Peters, and J.M. Santosuosso. U.S. Patent No. 8,595,736, November 26, 2013.
3. Sharing compiler optimizations in a multi-node system, E. Barsness,
D. Darrington, A. Peters, and
J. Santosuosso. U.S. Patent No. 8,122,441, February 21, 2012.
4. Process migration based on service availability in a multi-node
environment , E. Barsness, D. Darrington, A. Peters, and J. Santosuosso. U.S.
Patent No. 8,112,526, February 7, 2012.
5. Managing database resources used for optimizing query execution on a
parallel computer system, E. Barsness, D. Darrington, A. Peters, and J. Santosuosso. U.S.
Patent No. 8,095,512, January 10, 2012.
6. Index maintenance in a multi-node database, E. L. Barsness, D. L.
Darrington, A. Peters, and J.
M. Santosuosso, U.S. Patent 8,090,710, January 3, 2012.
7. Distribution of join operations on a multi-node computer system, E.
L. Barsness, A. Peters, and J.
M. Santosuosso. U.S. Patent 8,055,651, November 8, 2011.
8. Distribution of join operations on a multi-node computer system, E.
L. Barsness, A. Peters, and J.
M. Santosuosso. United States Patent: 8,055,651, Novemer 8, 2011.
9. Tracking network contention, C. J. Archer, A. Peters, B. E. Smith, and B. A.
Swartz. U.S. Patent No. 8,055,879, November 8, 2011.
10. Managing database resources used for optimizing query execution on a
parallel computer system , C. J. Archer, M. A. Blocksome, A. Peters, J. D. Ratterman, and
B. E. Smith. U.S. Patent No. 8,041,969, October, 18, 2011.
11. Query governor with network monitoring in a parallel computer
system, E. L. Barsness, D. L. Darrington, A. Peters, and J. M. Santosuosso.
U.S. Patent 8,037,184, October 11, 2011.
12. Method and apparatus for routing data in an inter-nodal
communications lattice of a massively parallel computer system by
dynamic global mapping of contended links, C. J. Archer, R. G.
Musselman, A. Peters, K. W.
Pinnow, B. A. Swartz, and B. P. Wallenfelt. U.S. Patent 8031614,
October 4, 2011.
13. Nodal data normalization, E. L. Barsness, A. Peters, and J. M. Santosuosso.
U.S. Patent 8,027,972, Septem- ber 27, 2011.
14. Commitment control for less than an entire record in an in-memory
database in a parallel computer system, E. L. Barsness, A. Peters, and J. M. Santosuosso.
U.S. Patent 8,027,996, September 27, 2011.
15. Re-executing launcher program upon termination of launched programs
in MIMD mode booted SIMD par- titions , T. A. Inglett, P. J. McCarthy, A. Peters, T. A. Budnik, M. B.
Mundy, and G. G. Stewart. U.S. Patent 7,979,674, July 12, 2011.
Technical Reports and Other
A. Peters, S.
Melchionna, E.
Kaxiras et al. (2010) Jülich Blue Gene/P Extreme Scaling Workshop 2010:
Full Scale Simulation of Coronary Arteries in Presence of Red Blood
Cells, 23-26. PDF.
A. Peters, D. Rand, M. Nowak et
al. (2009) Jülich Blue Gene/P Extreme Scaling Workshop 2009: PEBS:
Parallel Evolutionary Biology Suite, 14-16. PDF.
A. Peters, et al".High
Throughput Computing Validation for Drug Discovery Using the DOCK
Program on a Massively Parallel System", Redpaper 4410, Poughkeepsie,
NY, April, 16 2008. PDF
.
Invited Talks
Quantitative Biology: From Molecules to Man, New York, NY, June 2015.
University of Texas at Austin, Department of Aerospace and Engineering Mechanics, Austin, TX, March 2015.
Northeastern University, Department of Bioengineering, Boston, MA, March 2015.
Workshop on Spatiotemporal Dynamics of Single Cell Trafficking,
University of Southern California, Los Angeles, CA, February 2015.
TTI Vanguard, Biotech and Beyond, San Diego, CA, February 2015.
University of Southern California, Department of Aerospace and Mechanical Engineering, Los Angeles, CA, February 2015.
University of California San Diego, Department of Computer Science and Engineering, San Diego, CA, January 2015.
Duke University, Department of Biomedical Engineering, Durham, NC, January 2015.
University of California San Diego, Department of Mechanical and Aerospace, Engineering, San Diego, CA, January 2015.
November 2014, Massachusetts Institute of Technology, Cambridge, MA
Computing Research In Boston and Beyond, Massachusetts Institute of Technology, Cambridge, MA, November 2014.
Big Ideas for Busy People, Cambridge Science Festival, Cambridge, MA, April 2014.
Georgia Institute of Technology, School of
Computational Science,
Atlanta, GA, March 2013.
GE Global Research Center, Niskayuna, NY, February 2013.
Lawrence Livermore National Laboratory, February 2013.
Lawrence Berkeley National Laboratory, Computational Research Division,
January 2013.
MIT, Harvard-MIT Biomedical Engineering Center, December 2012.
Intel Corporation, Santa Clara, CA, December 2012.
Dana-Farber Cancer Institute, Cambridge, MA, December 2012.
George Michael Fellowship Talk, ACM/IEEE International Conference for
High
Performance Computing, Networking, Storage and Analysis, Seattle, WA,
November 2011.
Brown University, Division of Applied Mathematics, May 2011.