Published or Accepted Refereed Conferences (Most CS conferences have acceptance rate below 25%) Best Paper Awards S. Chakrabarti, J.
Judge, A. Rangarajan and S. Ranka, Disaggregation of Remotely Sensed Soil
Moisture in Heterogeneous Landscapes using Holistic Structure based Models.
Proceedings of IEEE International
Geoscience and Remote Sensing Symposium (IGARSS), July 2631,
2015, pp. 2580 – 2583. (Best Student Runner Up Award)
 J.
Li, S. Ranka and S. Sahni, Optimal Alignment of Three Sequences on A GPU.
Proceedings of 6th International Conference on Bioinformatics and Computational
Biology (BICoB), March 2426, 2014, pp. 177182. (Best Paper Award).
 B.
Song, S. Ranka and T. Kahveci, Enzymatic target identification with dynamic states. Proceedings of International Conference on
Bioinformatics and Computational Biology (ACMBCB), August 24, 2010, pp.
180187 (Best Student Paper Award).
 M.
Wu, C. Jermaine and S. Ranka, A LRT Framework for Fast Spatial Anomaly
Detection. ACM Knowledge Discovery and Data Mining, June 28 – July 1, 2009, pp.
887896 (Best Research Paper Runner up Award).
 S.
Sahni, N. Rao, S. Ranka, Y. Li, ES. Jung and N. Kamath, Bandwidth Scheduling
and Path Computation Algorithms for ConnectionOriented Networks. Proceedings
of International Conference on Networking (ICN), April 2228, 2007 pp. 4757
(Best Paper Award).
Published or Accepted
 C. Yang, C. Delcher, E. Shenkman and S. Ranka,
Identifying High Health Care Utilizers Using PostRegression Residual Analysis
of Health Expenditures from a State Medicaid Program, Proceedings of AMIA 2017
Annual Symposium, to appear.
 P.
Emami, L. Elefteriadou, and S. Ranka, Tracking Vehicles Equipped with
Dedicated ShortRange Communication at Traffic Intersections, Seventh ACM
International Symposium on Design and Analysis of Intelligent Vehicular
Networks and Applications (DIVANet’17),2017, to appear.
 M.Pourmehrab, L. Elefteriadou, and S. Ranka,
Smart Intersection Control Algorithms for Automated Vehicles, Tenth
International Conference on Contemporary Computing (IC3 2017 ), 2017, to appear.
 M. Kheirkhahan, Z. Chen, D. B. Corbett, A. A.
Wanigatunga, T. M. Manini and S. Ranka, Adaptive walk detection algorithm using
activity counts. Proceedings of International Conference on Biomedical and
Health Informatics (BHI), February 1619, 2017, pp. 161164.
 M. Kheirkhahan, H. Das, M. Battula, A. Davoudi,
P. Rashidi, T. M. Manini and S. Ranka, Powerefficient realtime approach to
nonwear time detection for smartwatches. Proceedings of International
Conference on Biomedical and Health Informatics (BHI), February 1619, 2017, pp. 217220
 M. Tang, M. Gadou and S. Ranka, A Multithreaded
Algorithm for Sparse Cholesky Factorization on Hybrid Multicore Architectures.
Proceedings of International Conference on Computational Sciences (ICCS), June
1214, 2017, pp. 616625
 C. Yang, C. Delcher, E. Shenkman and S. Ranka, Machine
Learning Approaches for Predicting High Utilizers in Health Care. Proceedings
of International WorkConference on Bioinformatics and Biomedical Engineering
(IWBBIO), April 2628, 2017, pp. 382395.
 A. Wijayasiri,
T. Banerjee, S. Ranka, S. Sahni, M. Schmalz, Dynamic Data Driven Image
Reconstruction Using Multiple GPUs, Proceedings of International Symposium on
Signal Processing and Information Technology (ISSPIT), December 1216, 2016, pp.
241 – 246.
 C. Yang, M. Sethi, A. Rangarajan and S. Ranka,
Supervoxelbased Segmentation of 3D Volumetric Images, Proceedings of Asian
Conference on Computer Vision (ACCV), Nov. 2123, 2016, pp. 3753.
 H. Guan, J. Corring, M. Sethi, S. Ranka and A.
Rangarajan, Image Stack Surface Area Minimization for Groupwise and Multimodal
Affine Registration, Proceedings of International Conference on Pattern
Recognition (ICPR), December 48, 2016, pp. 4196 – 4201.
 T. Banerjee, J. Hackl, M. Sringarpure, T.
Islam, S. Balachandar, T. Jackson and S.
Ranka, CMTbone: A Proxy Application for Compressible Multiphase Turbulent
Flows, Proceedings of IEEE International Conference on High Performance
Computing (HiPC), December 1922, 2016, pp. 173182.
 M. Gadou, T. Banerjee, and S. Ranka,
Multiobjective Optimization of CMTbone on Hybrid Processors, Proceedings of
IEEE International Green and Sustainable Computing (IGSC), November 79, 2016,
pp.18
 C. Yang, C. Delcher, E. Shenkman, and S. Ranka,
Predicting 30day allcause readmissions from hospital inpatient discharge
data,” in Proceedings of 18th IEEE International Conference on Ehealth
Networking, Application & Services (HealthCom), September 1417, 2016,
pp.16.
 S. Nair, M. Kheirkhahan, A. Davoudi, P.
Rashidi, A. Wanigatunga, D. Corbett, T. Manini and S. Ranka, ROAMM: A Software
Infrastructure for Realtime Monitoring of Personal Health, in Proceedings of 18^{th}
IEEE International Conference on Ehealth Networking, Application & Services
(HealthCom), September 1417, 2016, pp. 16.
 T. Banerjee and S. Ranka, Genetic Algorithm
based Autotuning Approach for Performance and Energy Optimization. Proceedings
of IEEE International Green and Sustainable Computing (IGSC), December 1416,
2015, pp.18.
 Z. Wang, S. Ranka and P. Mishra, Efficient Task
Partitioning and Scheduling for Thermal Management in Multicore Processors.
Proceedings of IEEE International Symposium on Quality Electronic Design
(ISQED), March 24, 2015. pp. 16.
 N. Kumar, M. Sringarpure, T. Banerjee, J.
Hackl, S. Balachandar, H. Lam, A. D. George and S. Ranka, CMTbone: A MiniApp
for Compressible Multiphase Turbulence Simulation Software. Proceedings of IEEE
International Conference on Cluster Computing (CLUSTER),
September 811, 2015, pp. 785792.
 M. Sethi, Y. Yan, A. Rangarajan, R. R. Vatsavai
and S. Ranka, Scalable Machine Learning Approaches for Neighborhood
Classification Using Very High Resolution Remote Sensing Imagery. Proceedings
of Knowledge Discovery and Data Mining (KDD) August 1013, 2015, pp. 20692078.
 M. Sethi, Y. Yan, A. Rangarajan, R. R. Vatsavai
and S. Ranka:
 An Efficient Computational Framework for
Labeling Large Scale Spatiotemporal Remote Sensing Datasets. Proceedings of International Conference on
Contemporary Computing (IC3), August 1012, 2014, pp. 635640.
 H. Tan and S. Ranka, Thermalaware Scheduling
for Data Parallel Workloads on MultiCore Processors. Proceedings of IEEE International
Symposium of Computer Communications (ISCC) June 2326, 2014, pp. 17
 Y. Wang and S. Ranka, Task Scheduling for
Energy Optimization and Temperature Improvements. Proceedings of IEEE International
Symposium of Computer Communications (ISCC), June 2326, 2014, pp. 17.
 W. Chapman, S. Ranka, S. Sahni, M. Schmalz, L.
Moore, B. Elton, A Framework for Rendering High Resolution Synthetic Aperture
Radar Images on Heterogeneous Architectures. Proceedings of IEEE International
Symposium of Computer Communications (ISCC) June 2326, 2014, pp. 16.
 G. Seetharaman, E. T. Hayden, M. S. Schmalz, W.
Chapman, S. Ranka, S. K. Sahni. Dynamic Multistatic Synthetic Aperture Radar
(DMSAR) with Image Reconstruction Algorithms and Analysis. Proceedings of Applied Imagery Pattern
Recognition Workshop: Sensing for Control and Augmentation (AIPR),
Oct 2325, 2013, pp. 19.
 J. Li, S. Ranka and S. Sahni, Multicore and GPU
algorithms for Nussinov RNA folding. Proceedings of International Conference on Computational Advances in Bio and Medical
Sciences (ICCABS) June 1214, 2013, pp. 19.
 E. T. Hayden, M. S. Schmalz, W. Chapman, S.
Ranka, S. Sahni and G. Seetharaman, Techniques for Mapping Synthetic Aperture
Radar Processing Algorithms to MultiGPU Clusters. Proceedings of International
Symposium on Signal Processing and Information Technology (ISSPIT), December
1215, 2012, pp. 1318.
 J. Li, S. Ranka, S. Sahni, Parallel Syntenic Alignment
on GPUs. Proceedings of ACM Conference on Bioinformatics, Computational Biology
and Biomedicine (ACMBCB), October 710, 2012, pp. 266273.
 Z. Wang, H. Tan and S. Ranka, Energy and
Performance Tradeoffs for Matrix Multiplication on Multicore Machines.
Proceedings of International Green Computing Conference (IGCC), October 2325,
2012, pp. 16.
 A. Almutairi, S. Ranka, M. Somaiya: A Fast
Algorithm for Learning Weighted Ensemble of Roles. Proceedings of International
Conference on Contemporary Computing (IC3), August 68, 2012, pp. 7385.
 J. Li, S. Ranka, S. Sahni, Pairwise Sequence
Alignment for Very Long Sequences on GPUs. Proceedings of IEEE International Conference on Computational
Advances in Bio and medical Sciences (ICCABS), February 2325, 2012, pp.
16.
 A. Munir, A. GordonRoss, S. Ranka,
Parallelized Benchmarkdriven Performance Evaluation of SMPs and Tiled
Multicore Architectures for Embedded Systems. Proceedings of International
Performance Computing and Communications Conference (IPCCC), December 13,
2012, pp. 416423.
 N. Bandyopadhyay, M. Somaiya, S. Ranka, T.
Kahveci, SSLPred: Predicting Synthetic Sickness Lethality, Proceedings of Pacific
Symposium on Biocomputing (PSB), January 37, 2012, pp. 712.
 Z. Wang, P. Mishra and S. Ranka
Temperatureaware Task Partitioning for RealTime Scheduling in Embedded
Systems, Proceedings of IEEE Conference
on VLSI Design (VLSID), January 711, 2012, pp. 161166.
 N. Bandyopadhyay, M. Somaiya, S. Ranka and T. Kahveci: Identifying
differentially regulated genes. Proceedings of IEEE International Conference on Computational Advances in Bio and
medical Sciences (ICCABS), February 35, 2011, pp.1925.
 ES. Jung, S. Ranka and S. Sahni: Workflow Scheduling
in EScience Networks. Proceedings of IEEE International Symposium of
Computer Communications (ISCC), June 28 – July 1, 2011, pp. 432437.
 Y. Li, S. Ranka and S. Sahni: Wavelength Scheduling
in Timedomain Wavelength Interleaved Networks. Proceedings of IEEE International
Symposium of Computer Communications (ISCC), June 28 – July 1, 2011, pp.
519524.
 R. G. Joseph, G. Ravunnikutty, S. Ranka, E. D'Azevedo, S. Klasky, Efficient GPU
Implementation for Particle in Cell Algorithm. Proceedings of IEEE International
Parallel & Distributed Processing Symposium, (IPDPS), May 1620, 2011, pp. 395406
 A. Munir, A. GordonRoss and S. Ranka: A
Queueing Theoretic Approach for Performance Evaluation of lowpower multicore
embedded systems. Proceedings of International Conference on Computer
Design (ICCD), October 912, 2011, pp. 198205.
 W. Wang,
P. Mishra and S. Ranka, Dynamic Cache Reconfiguration and Partitioning for
Energy Optimization in RealTime MultiCore Systems. Proceedings of ACM/IEEE
Design Automation Conference (DAC), June 510, 2011, pp. 948953.
 W. Wang, S. Ranka and P. Mishra, A General
Algorithm for EnergyAware Dynamic Reconfiguration in Multitasking Systems.
Proceedings of International Conference on VLSI Design (VLSID), 2011, pp.
334339.
 N. Bandyopadhyay, M. Somaiya, S. Ranka and T.
Kahveci,
Identifying Differentially Regulated Genes. Proceedings of IEEE International
Conference on Computational Advances in Biological and Medical Sciences
(ICCABS), 2011, pp. 1925.  N. Bandyopadhyay, M. Somaiya, S. Ranka and T.
Kahveci,
Modeling Perturbations using Gene Networks. Proceedings of International
Conference on Computational Systems Biology (CSB), 2010, pp. 2637.  W. Chapman, S. Ranka, S. Sahni, M. Schmalz, U.
K. Majumder: Parallel processing techniques for the processing of synthetic
aperture radar data on FPGAs. Proceedings of International Symposium on Signal
Processing and Information Technology (ISSPIT), 2010, pp. 1722.
 E.S. Jung, S. Ranka, and S. Sahni, Topology
Aggregation for eScience Networks, Proceeding of the 10th IEEE/ACM
International Symposium on Cluster, Cloud and Grid Computing (CCGrid), 2010,
pp. 530533.
 E.S. Jung, S. Ranka, and S. Sahni, Bandwidth
Allocation for Iterative Datadependent eScience Applications, Proceedings of
the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing
(CCGrid), 2010, pp. 233242.
 Z. Wang and S. Ranka, A Simple Thermal Model
for Multicore Processors and Its Application to Slack Allocation, Proceedings
of International Parallel and Distributed Processing Symposium (IPDPS), 2010,
pp. 111.
 Y. Li, S. Ranka, and S. Sahni: FirstSlot
scheduling with wavelength conversion for distributed file transfers.
Proceedings of International Symposium on Signal Processing and Information
Technology (ISSPIT), 2010, pp. 4247.
 M. Somaiya, C. Jermaine, and S. Ranka, Mixture
models for learning lowdimensional roles in highdimensional data. Proceedings
of Knowledge Discovery and Data Mining (KDD), 2010, pp. 909918.
 Z. Wang,
S. Ranka, and Y. Xi, Slotted Wavelength Scheduling for Bulk Transfers in
Research Networks. Proceedings of International Conference on Parallel
Processing, (ICPP), 2009, pp. 317324.
 J. Kang and S. Ranka, EnergyEfficient Dynamic
Scheduling on Parallel Machines. HiPC –International Conference on High
Performance Computing (HiPC), 2008, pp. 208219
 X. Song, C. Jermaine, S. Ranka, and J. Gums, A Bayesian
Mixture Model with Linear Regression Mixing
Proportions, Proceedings
of Knowledge Discovery and Data Mining (KDD), 2008, pp. 659667.
 Y. Li,
S. Ranka and S. Sahni,
Inadvance path reservation for file transfers In eScience applications. IEEE
Symposium on Computers and Communications (ISCC), 2009, pp. 176181
 E.S. Jung, Y. Li, S. Ranka, and S. Sahni,
Performance Evaluation of Routing and Wavelength Assignment Algorithms For Optical
Networks, IEEE Symposium on Computers and Communications (ISCC), 2008, pp.
6267.
 E.S. Jung, Y. Li, S. Ranka, and S. Sahni, An
Evaluation of InAdvance Bandwidth Scheduling Algorithms for
ConnectionOriented Networks. The International Symposium on Parallel Architectures,
Algorithms, and Networks (ISPAN), 2008, pp. 133138.
 J. Liu, S. Ranka, and T. Kahveci,
Classification and Feature selection algorithms for CGH data, Proceedings of
Intelligent Systems for Molecular Biology (ISMB), 2008, pp. 8695.
 P. K.
Manna, S. Ranka, and S. Chen, Analysis of Maximum Executable Length for
Detecting Textbased Malware, Proceedings of International Conference on Distributed
Computing Systems (ICDCS), 2008, pp. 176183.
 P. K.
Manna, S. Chen, and S. Ranka, Exact Modeling of Propagation for
PermutationScanning Worms, Proceedings of IEEE Conference on Computer Communications (INFOCOM), 2008, pp.
16961704.
 P. K.
Manna, S. Ranka, and S. Chen, DAWN: A Novel Strategy for Detecting ASCII Worms
in Networks, Proceedings of IEEE Conference
on Computer Communications (INFOCOM), 2008, pp. 23152323.
 J. Kang and S. Ranka, DVS based Energy Minimization Algorithm
for Parallel Machines, Proceedings of IEEE International Parallel and
Distributed Processing Symposium (IPDPS), 2008, pp. 112.
 I.
Ahmad, S. Ranka, and S. U. Khan, Using game theory for scheduling tasks on
multicore processors for simultaneous optimization of performance and energy. Proceedings
of IEEE International Parallel and Distributed Processing Symposium (IPDPS),
2008, pp. 16.
 A.
Martinez, J. Hammer, and S. Ranka, BioDQ:
Data Quality Estimation and Management for Biological Databases, Proceedings of 4th International Symposium
on Bioinformatics Research and Applications, 2008, pp. 469480.
 J. Kang and S. Ranka, Dynamic Algorithms for
Energy Minimization on Parallel Machines., Proceeding of Euromicro
International Conference on Parallel, Distributed and NetworkBased Processing
(PDP), 2008, pp. 399406.
 P. Sridhar, B. Song, T. Kahveci, and S. Ranka,
Mining metabolic networks for optimal drug targets, Proceedings of Pacific Symposium on Biocomputing (PSB), 2008, pp. 291302.
 J.
Liu, S. Ranka, and T. Kahveci,
A web server for mining Comparative Genomic Hybridization (CGH) data, AIP
Conference Proceedings Volume 953, October 2007, pp. 144161.
 X. Song, M. Wu, C. Jermaine, and S. Ranka,
Statistical Change Detection for MultiDimensional Data, Proceedings of Knowledge
Discovery and Data Mining (KDD), 2007, pp. 667676.
 K. Rajah, S. Ranka and Y. Xia, Scheduling Bulk File Transfer with Start and
End Times, Proceedings of IEEE International Symposium on Network Computing and
Applications (NCA), 2007, pp. 295298.
 L.
Chitnis, A. Dobra, and S. Ranka, Analyzing the multiple aggregation trees
technique for fault tolerance in sensor networks. Proc. of International Conference on Information Systems, Technology
and Management (ICISTM), March 2007, pp. 269279.
 P.
Sridhar, T. Kahveci, and S. Ranka, An iterative algorithm for metabolic network
based drug target identification, Proceedings of Pacific Symposium on
Biocomputing (PSB), 2007, pp. 8899.
 J. In, P. Avery, R. Cavanaugh, L.
Chitnis, M. Kulkarni and S. Ranka, SPHINX: A FaultTolerant System for
Scheduling in Dynamic Grid Environments, in Proceedings of International Parallel
& Distributed Processing Symposium (IPDPS), April, 2005, pp. 12b
12b.
 S.
Sahni, S. Ranka, S. Kamath, J. Palta, and J. Li, IMRT Leaf Sequencing and
FieldSplitting System, The First
Annual Florida Tech Transfer Conference, St. Petersburg, FL, May 17 
18, 2004.
 S.
Kamath, S. Sahni, S. Ranka, J. Li and J. Palta, IMRT Leaf Sequencing Algorithms,
Book of Invited Talks, Silver Jubilee
AMPI Conference, International Conference of Medical Physics (ICMP),
October 28  31, 2004, pp. 5053, invited
paper.
 S.
Kamath, S. Sahni, J. Li, J. Palta and Sanjay Ranka, A Generalized Field Splitting Algorithm
for Optimal IMRT Delivery Efficiency, 47th Annual Meeting of the American Association of Physicists in
Medicine (AAPM), Seattle, WA, July 24  28, 2005.
 J.
In, P. Avery, R. Cavanaugh, L. Chitnis, M. Kulkarni, P. Padala, and S. Ranka, A
Distributed Service Architecture for Data Intensive Analysis, Poster Session of
the 11th International Conference on High Performance Computing (HiPC), 2004.
 J.
In, P. Avery, R. Cavanaugh, L. Chitnis, M. Kulkarni, P. Padala, and S. Ranka,
SPHINX: A Scheduling Middleware for Data Intensive Applications on a Grid.
Proceedings of Computing in High Energy Physics (CHEP) 2004, pp. 891894.
 S. Kamath, S. Sahni, J.
Palta, S. Ranka, and J. Li, Optimal Leaf Sequencing with Elimination of
Tongueandgroove under Dosage, Annual
Meeting of the American Association of Physicists in Medicine (AAPM),
July 25  29, 2004.
 S. Kamath, J. Li, S.
Sahni, S. Ranka, and J. Palta, Optimal field splitting for large
intensitymodulated fields, 46th
Annual Meeting of the American Association of Physicists in Medicine,
Pittsburgh, PA, July 25  29, 2004.
 J.U. In, P. Avery, R. Cavanaugh, S. Ranka,
Policy Based Scheduling for Simple Quality of Service in Grid Computing,
Proceedings of International Conference on Parallel and Distributed Systems
(IPDPS), 2004, pp. 2332.
 A. Grama, V. Kumar, S. Ranka and V. Singh,
Architecture Independent Analysis of Parallel Programs, International Conference
on Computational Science (ICCS), 2001, pp.599608.
 K. Alsabti, S. Ranka and V. Singh. An Efficient
SpacePartitioning Based Algorithm for the KMeans Clustering. Proceedings of
The PacificAsia Conference on Knowledge Discovery and Data Mining (PAKDD), 1999, pp. 355359.
 K. Alsabti, S. Ranka and V. Singh, An Efficient
Parallel Algorithm for High Dimensional Similarity Join. In Proceedings of the First Merged International Parallel Processing
Symposium and Symposium on Parallel and Distributed Processing (IPPS/SPDP), March 30 – April 3, 1998,
pp. 556560.
 K. Alsabti
and S. Ranka, SkewInsensitive Parallel Algorithms for Relational Join. Proceedings of the 5^{th} International
Conference on High Performance Computing (HiPC), 1998, pp. 367  374
 I.
AlFuraih and S. Ranka, Practical Algorithms for Internal and External Sorting.
Proceedings of The Second International Conference on Parallel and Distributed
Computing and Networks (PDCN), December 1998.
 H. Yoon, M.
K. Sreenivas, S. Ranka, and P. Avery, ASWAN: Advanced Data Server for Fast and
Efficient Access to High Energy Physics Data. Proceedings of The Second
International Conference on Parallel and Distributed Computing and Networks
(PDCN), December 1998.
 X. Fang, Z.
Li, J. Palta, S. Ranka, and S. Sahni, Fast Hierarchical Algorithms for
Brachytherapy Calculation Using Monte Carlo Simulation, 40th Annual Meeting of
the American Association of Physics in
Medicine (AAPM), August 913, 1998.
 H. Yoon, M. K. Sreenivas, S. Ranka, and P.
Avery, Data Access Models for Fast and Efficient Access to HEP Data. International Conference on Computing in High
Energy and Nuclear Physics, Chicago, September 1998.
 K. Alsabti,
S. Ranka and V. Singh, CLOUDS: A Decision Tree Classifier for Large Datasets.
In Proceedings of the 4^{th} Knowledge Discovery and Data Mining
Conference (KDD), August 1998, pp. 28.
 S. Thomas,
S. Bodagala, K. Alsabti and S. Ranka. An Efficient Algorithm for the
Incremental Updation of Association Rules in Large Databases, In Proceedings of
the 3^{rd} Knowledge Discovery and Data Mining Conference (KDD), August
1997, pp. 263266.
 K. Alsabti,
S. Ranka and V. Singh, A OnePass Algorithm for Accurately Estimating Quantiles
for DiskResident Data. In Proceedings of the Very Large Databases Conference
(VLDB), August 1997, pp. 346355.
 K. Alsabti
and S. Ranka, Integer Sorting Algorithms for CoarseGrained Parallel Machines.
In Proceedings of the 4^{th} International Conference on High
Performance Computing (HiPC), 1997, pp. 159164.
 I.
AlFuraih and S. Ranka, Memory Hierarchy Management for Iterative Graph
Structures. In Proceedings of the First Merged International Parallel Processing
Symposium and Symposium on Parallel and Distributed Processing (IPPS/SPDP), 1998, pp. 298302.
 J. S. Lee,
S. Ko, S. Ranka and B. Min, High Performance External Computations using User
Controllable I/O. In Proceedings of the First Merged International Parallel Processing
Symposium and Symposium on Parallel and Distributed Processing (IPPS/SPDP), 1998, pp. 303307.
 S. Bae, D.
Kim and S. Ranka. Vector Prefix and Reduction Computation on Coarse G rained
Distributed Memory Parallel Machines. In Proceedings of
the First Merged International Parallel Processing Symposium and Symposium on
Parallel and Distributed Processing (IPPS/SPDP), 1998, pp.
321325.
 I.
AlFuraih, T. Johnson and S. Ranka. Calculating Robust Depth Measures for Large
Data Sets. In Proceedings of DIMACS Workshop on External Memory Algorithms,
1998, pp. 7186.
 A. Grahma,
V. Kumar, S. Ranka, and V. Singh. A^3: A Simple and Asymptotically Accurate
Model for Parallel Computation. In Proceedings of the 6^{th} Symposium
on Frontiers of Massively Parallel Computing, October 1996, pp. 6069.
 S. Goil, S.
Aluru and S. Ranka, Concatenated Parallelism: A Technique for Efficient
Parallel Divide and Conquer. In Proceedings of the 8^{th} IEEE
Symposium on Parallel and Distributed Processing, October 1996, pp. 488495.
 A. Menon,
K. Mehrotra, C.K. Mohan and S. Ranka. A Probabilistic Database Approach to the
Analysis of Genetic Algorithms. In Proceedings of the 4^{th} Conference
on Parallel Problem Solving from Nature (PPSN), Berlin (Germany), September
1996, pp. 164173.
 A. Menon,
K. Mehrotra, C.K. Mohan and S. Ranka, Replicators, Majorization and Genetic
Algorithms: New Models and Analytical Tools. In Proceedings of Foundations of
Genetic Algorithms Workshop (FOGA), August 1996, pp. 155180.
 A. Menon,
K. Mehrotra, C.K. Mohan and S. Ranka, Selection, Majorization and Replicators.
In Proceedings of IEEE International Conference on Evolutionary Computation,
May 1996, pp. 606610.
 I.
AlFuraih, S. Aluru, S. Goil and S. Ranka, Parallel Construction of
Multidimensional Binary Search Trees. In Proceedings of the 10^{th}
International Conference on Supercomputing, May 1996, pp. 205212.
 S. Bae and
S. Ranka, Pack/Unpack on Coarse Grained Distributed Memory Parallel Machines.
In Proceedings of the 10^{th} International Parallel Processing
Symposium (IPPS), April 1996, pp. 320324.
 I.
AlFuraih, S. Aluru, S. Goil and S. Ranka, Practical Algorithms for Selection
on Coarse Grained Machines. In Proceedings of the 10^{th} International
Parallel Processing Symposium (IPPS), April 1996, pp. 309313.
 W. K. Liao,
C. W. Ou and S. Ranka, Dynamic Alignment and Distribution of Irregularly
coupled data arrays for scalable parallelization of ParticleinCell problems.
In Proceedings of the 10^{th} International Parallel Processing
Symposium (IPPS), April 1996, pp. 5761.
 A. Menon, K.
Mehrotra, C. Mohan and S. Ranka, Optimization using Replicators, In Proceedings
of the 6^{th} International Conference on Genetic Algorithms, 1995, pp.
209216.
 C. W. Ou,
M. Gunwani and S. Ranka, ArchitectureIndependent LocalityImproving
Transformations of Computational Graphs Embedded in kDimensions, In
Proceedings of the 9^{th} International Conference on Supercomputing,
June 1995, pp. 295298.
 R. V.
Shankar and S. Ranka, Highly Irregular Data Accesses with Hotspots on a Coarse
Grained Parallel Machine, In Proceedings of the 9^{th} International
Parallel and Distributed Processing Symposium (IPDPS), October 1995, pp.
406413.
 S. Bae and
S. Ranka, Parallelization of Two BreadthFirst SearchBased Applications Using
Different MessagePassing Paradigms: An Experimental Evaluation. In Proceedings
of the 5^{th} Symposium on the Frontiers of Massively Parallel
Computation, February 1995, pp. 1219.
 S. Ranka,
R. Shankar and K. Alsabti, ManytoMany Communication with Bounded Traffic, In
Proceedings of the 5^{th} Symposium on the Frontiers of Massively
Parallel Computation, February 1995, pp. 2027.
 C. W. Ou
and Sanjay Ranka, Parallel Remapping Algorithms for Adaptive Problems, The 5^{th}
Symposium on the Frontiers of Massively Parallel Computation, February 1995,
pp. 367374.
 R. V.
Shankar and S. Ranka. Performing Dynamic Permutations on a CoarseGrained
Parallel Machine, Proceedings of First International Workshop on Parallel
Processing, Bangalore, India, December 1994, pp. 5560.
 H. S.
Maini, K. G. Mehrotra, C. K. Mohan, and S. Ranka, Genetic Algorithms for Graph
Partitioning and Incremental Graph Partitioning. In Proceedings of the ACM/IEEE
Conference on Supercomputing, November 1994, pp. 449457.
 C. W. Ou
and S. Ranka, Parallel Incremental Graph Partitioning Using Linear Programming.
In Proceedings of the ACM/IEEE Conference Supercomputing, November 1994, pp.
458467.
 J. C. Wang
and S. Ranka, Scheduling of Unstructured Communication on the Intel iPSC/860.
In Proceedings of the ACM/IEEE Conference on Supercomputing, November 1994, pp.
360369.
 D. P.
Koester, S. Ranka and G. Fox, A Parallel GaussSeidel Algorithm for Sparse
Power System Matrices. In Proceedings of the ACM/IEEE Conference on
Supercomputing, November 1994, pp. 184193.
 H. Lee, K.
Mehrotra, C. K. Mohan, and S. Ranka, An Incremental Network Construction
Algorithm for Approximating Discontinuous Functions. In Proceedings of the IEEE
International Conference on Neural Networks, vol. IV, June 1994, pp. 21912196.
 C. T. Chiu,
K. Mehrotra, C. K. Mohan, and S. Ranka. Training techniques to obtain fault
tolerant neural networks. In Proceedings of the 24^{th} International
Symposium on FaultTolerant Computing, (FTCS24) June 1994, pp. 360369.
 H. S.
Maini, K.G. Mehrotra, C. K. Mohan, and S. Ranka, Knowledgebased nonuniform
crossover. In Proceedings of the 1^{st} IEEE International Conference
on Evolutionary Computation, June 27 29, 1994, pp. 2227.
 H. S.
Maini, K. G. Mehrotra, C. K. Mohan, and S. Ranka, Soft Decision Decoding of
Linear Block Codes Using Genetic Algorithms. In Proceedings of the IEEE
International Symposium on Information Theory, June 27  July 1, 1994, p.
397.
 Y. C. Chung
and S. Ranka. An Optimization Approach for Static Scheduling of DirectedAcyclic
Graphs on Distributed Memory Multiprocessors, Proceedings of International Conference
on Parallel Processing, 1992.
 C. W. Ou,
S. Ranka, and G. Fox. Fast Mapping and
Remapping Algorithms for Irregular and Adaptive Problems, Proceedings of International
Conference on Parallel and Distributed Systems (ICPADS), December 1993, pp. 279283.
 M.
Kaddoura, S. Ranka, and A. Wang. Array Decompositions for Nonuniform
Computational Environments, Proceedings of International Conference on Parallel
and Distributed Systems, December 1993, pp. 269273.
 J. C. Wang,
T. H. Lin, and S. Ranka. Distributed
Scheduling of Unstructured Collective Communication on the CM5, Proceedings of
the TwentySeventh Hawaii International Conference on System Sciences (HICSS27),
January 47, 1994, pp.
483492.
 C. T. Chiu,
K. Mehrotra, C. K. Mohan, and S. Ranka.
Fault Tolerance of Feedforward Neural Networks with Hardware
Limitations, Proceedings of International Symposium on Artificial Neural Networks,
December 1993, pp. E31E40.
 Z. Bozkus,
S. Ranka, G. Fox and A. Choudhary. Performance Comparison of the CM5 and Intel
Touchstone Delta for Data Parallel Operations, Proceedings of 1993 5^{th}
IEEE Symposium on Parallel and Distributed Processing, December 14, 1993, pp.
307310.
 Z. Bozkus,
A. Choudhary, G. Fox, T. Haupt, and S. Ranka. Compiling Distribution Directives
in a Fortran 90D Compiler, Proceedings of 1993 5^{th} IEEE Symposium on
Parallel and Distributed Processing, December 14, 1993, pp. 617620.
 S. Ranka,
M. Kaddoura, A. Wang, and G. Fox.
Heterogeneous Computing on Heterogeneous Systems: Software and
Application Issues, Proceedings of the 1993 ACM/IEEE conference on
Supercomputing (Supercomputing ’93), Nov 19, 1993, pp. 763764.
 Z. Bozkus,
A. Choudhary, G. Fox, T. Haupt, and S. Ranka. Fortran 90D/HPF Compiler for
Distributed Memory MIMD Computers: Design, Implementation and Performance
Results, Proceedings of the 1993 ACM/IEEE conference on Supercomputing
(Supercomputing ’93), Nov 19, 1993, pp. 351360.
 S. Ranka,
J. C. Wang, and M. Kumar. Personalized
Communication Avoiding Node Contention on Distributed Memory Systems,
Proceedings of 1993 International Conference on Parallel Processing (ICPP),
August 1620, 1993, vol. 1, pp. 241244.
 N. Copty,
S. Ranka, G. Fox, and R. Shankar. Solving the Region Growing Problem
on the Connection Machine, Proceedings of 1993 International Conference
on Parallel Processing (ICPP), August 1620, 1993, vol. 3, pp. 102105.
 T. Chen, J.
Feeney, G. Fox, G. Frieder, S. Ranka, B. Wilhelm and F. Yu. A LowLatency Programming Interface
and a Prototype Switch for Scalable
HighPerformance Distributed Computing, Proceedings of the 2nd
International Symposium on HighPerformance Distributed
Computing (HPDC), July 2023, 1993, pp. 160168.
 H. Lee, K.
Mehrotra, C. Mohan and S. Ranka.
Selection Procedures for Redundant Inputs in Neural Networks,
Proceedings of the World Congress on Neural Networks, July 1993, vol. 1, pp.
300303.
 K.
Mehrotra, S. Ranka and J. C. Wang. A
Probabilistic Analysis of a Locality Maintaining Load Balancing Algorithm, Proceedings
of Seventh International Parallel Processing Symposium, April 1993, pp. 369373.
 C. T. Chiu,
K. Mehrotra, C. K. Mohan, and S. Ranka. Robustness of Feedforward Neural
Networks, Proceedings of IEEE International Conference on Neural Networks, March
1993, vol. 2, pp. 783788.
 J. C. Wang,
S. Ranka, and G. C. Fox. Static and
Runtime Scheduling of AlltoMany Personalized Communication on Permutation
Networks, Proceedings of 1992 International Conference on Parallel and
Distributed Systems, pp. 211218.
 Y. C. Chung
and S. Ranka. Applications and
Performance Analysis of a Compile Time Optimization Approach for List
Scheduling Algorithms on Distributed Memory Multiprocessors, Proceedings of the
1992 ACM/IEEE conference on Supercomputing (Supercomputing ’92), November
1620, 1992, pp. 512521.
 T. Heywood
and S. Ranka. Architectural Independent
Analysis of Sorting and List Ranking on the Heirarchical PRAM Model, Proceedings
of the Fourth Symposium on the Frontiers of Massively Parallel
Computation (Frontiers '92), October 1921, 1992, pp.
531534.
 A.
Choudhary, G. Fox, S. Ranka, S. Hiranandani, K. Kennedy, C. Koelbel, C.W. Tseng. Compiling Fortran 77D and 90D for MIMD Distributed
Memory Machines, Proceedings of the Fourth
Symposium on the Frontiers of Massively Parallel Computation (Frontiers '92), October 1921, 1992, pp. 411.
 Z. Bozkus, S. Ranka, and G. Fox. Benchmarking the CM5 Multicomputer,
Proceedings of the Fourth Symposium on the Frontiers of Massively Parallel
Computation (Frontiers '92), October 1921, 1992, pp.
100107.
 M. C. Yang,
K. Mehrotra, C. K. Mohan, and S. Ranka.
A New Algorithm for Partial Shape Matching, Proceedings of the 1992
Artificial Neural Networks in Engineering (ANNIE'92), vol. 2, pp. 523528.
 K.
Chakraborty, K. Mehrotra, C. K. Mohan and S. Ranka. An Optimization Network for
Solving a Set of Simultaneous Linear Equations, Proceedings of International
Joint Conference on Neural Networks (IJCNN), June 711, 1992, vol. 2, pp. 516521.
 Y. C. Chung
and S. Ranka. A Parallel Programming Tool for Single Program Multiple Data
Model on DistributedMemory Multiprocessors, Proceedings of TwentySixth Hawaii
International Conference on System Sciences (HICCS26), January 8, 1993, vol.
2, pp. 433434.
 I. Ahmad,
R. Bordawekar, Z. Bozkus, A. Choudhary, G. Fox, K. Parasuram, R. Ponnusamy, S.
Ranka, R. Thakur. Fortran 90D Intrinsic Functions on DistributedMemory
Machines: Implementation and Scalability, Proceedings of TwentySixth Hawaii
International Conference on System Sciences (HICCS26), January 8, 1993, vol.
2, pp. 3536.
 F. G. Zeng,
M. Zhang, K. G. Mehrotra, C. K. Mohan and S. Ranka. A Neural Network Approach
to Prediction of Psychological Performance in Frequency Discrimination,
Proceedings of International Joint Conference on Neural Networks (IJCNN), June
1721, 1990, vol. 2, pp. 361366.
 T. Heywood
and S. Ranka. A Practical Hierarchical Model of Parallel Computation,
Proceedings of the Third IEEE Symposium on Parallel and Distributed
Processing, December 25, 1991, pp. 1825.
 H. Lee, Y.
Park, K. Mehrotra, C. Mohan, and S. Ranka. Nonlinear System Identification and Control
Using Neural Networks, Proceedings of International Joint Conference on Neural
Networks (IJCNN), Singapore, November 1991, vol. 3, pp. 24102415.
 R. Anand, C.
K. Mohan, K. Mehrotra, and S. Ranka.
Analyzing Images Containing Multiple Sparse Patterns with Neural
Networks, Proceedings of International Joint Conference on Artificial
Intelligence, Sydney, Australia, August 1991, vol. 2, pp. 838843.
 A.
Choudhary and S. Ranka. Mesh and Pyramid
Algorithms for Iconic Indexing, Proceedings of the 5th International Conference
on Supercomputing (ICS ’91), Cologne, West Germany, June 1721, 1991, pp.
295303.
 R. V.
Shankar and S. Ranka. Hypercube Algorithms for Operations on Quadtrees,
Proceedings of Distributed Memory Computing Conference (DMCC), April 1991, pp.
161168.
 N. Asokan,
S. Ranka, and O. Frieder. A Parallel
FreeText Search System with Indexing, Proceedings of PARBASE90:
International Conference on Databases, Parallel Architectures, and Their
Applications, March 79, 1990, pp. 519521.
 S. Ranka
and S. Sahni. Clustering on a Hypercube Multicomputer, Proceedings of 10^{th}
International Conference on Pattern Recognition, June 1621, 1990, vol. 2, pp.
532536.
 S. Ranka,
J. Wang, and N. Yeh. Embedding Meshes
on the Star Graph, Proceedings of the Supercomputing Conference (SUPERCOMPUTING
'90), November 1216, 1990, pp. 476485.
 J. Koh, G.
S. Moon, K. G. Mehrotra, C. K. Mohan and S. Ranka. Korean Character Recognition
Using Neural Networks, Proceedings of 3^{rd} Symposium on the Frontiers
of Massively Parallel Computation, October 810, 1990, pp. 162165.
 Y. C. Chung
and S. Ranka. Mapping Finite Element
Graphs on Hypercubes, Proceedings of 3^{rd} Symposium on the Frontiers
of Massively Parallel Computation, October 810, 1990, pp. 135144.
 A. Choudhary,
S. Hariri, W. Song, P. Banerjee and S. Ranka.
Optical Switching and Routing Architectures for FiberOptic Computer
Communication Networks, Proceedings of 15^{th} Conference on Local Computer
Networks (LCN), 1990, pp. 6574.
 S. Ranka
and S. Sahni. Hypercube Algorithms for
Image Transformations, Proceedings of International Conference on Parallel
Processing, 1989, vol. 3, pp. 2431.
 S. Ranka and S. Sahni. Efficient Serial and Parallel Algorithms for
Median Filtering, Proceedings of International Conference on Parallel
Processing, 1989, vol. 3, pp. 5662.
 S. Ranka
and S. Sahni. Image Template Matching
on SIMD Hypercube Multicomputers, Proceedings of International Conference on
Parallel Processing, 1988, vol. 3, Algorithms & Applications, pp. 8491.
 S. Ranka and
S. Sahni. Convolution on an SIMD MeshConnected
Computer, Proceedings of International Conference on Parallel Processing, vol.
3, 1988, Algorithms & Applications, pp. 212217.
 S. Ranka
and S. Sahni. Image Template Matching on
MIMD Hypercube Multicomputers, Proceedings of International Conference on
Parallel Processing, 1988, vol. 3, Algorithms & Applications, pp. 9296.
Workshops/Nonrefereed Conferences 
 T. A. Davis, S. Ranka, S. Yeralan, Highperformance GPU kernels for Multifrontal
sparse factorization, SIAM Parallel Processing (PP14), 2014, Portland, Oregon.
 T. A. Davis, S. Ranka, S. Yeralan, H. Zandi, S. Chetlur, Multifrontal
Sparse QR Factorization on a GPU, SIAM Annual meeting, July 2013, San Diego,
California.
 Jaeyeon Kang and Sanjay Ranka, Assignment Algorithm for Energy
Minimization on Parallel Machines, Proceedings of the Third International Workshop on Advanced
Distributed and Parallel Network Applications, pp. 484491, 2009.
 K. Alsabti, S. Ranka and V. Singh.
An Efficient KMeans Clustering Algorithm, 1998 IPPS/SPDP Workshop on
High Performance Data Mining.
 N. Nagaratnam, K. Mehrotra,
C. K. Mohan, and S. Ranka. Configuration Acceptance Criteria in
Simulated Annealing Algorithms, Proc. IASTED Conference, July 1994,
pp. 170173.
 E. A. Bogucz, G. C. Fox, T. Haupt, K. A. Hawick, and S. Ranka.
Preliminary Evaluation of HighPerformance Fortran as a Language for Computational Fluid Dynamics,
25th AIAA Fluid Dynamics Conference, June 1994, AIAA 942262.
 C. T. Chiu, K. Mehrotra, C. K. Mohan, and S. Ranka. Modifying
Training Algorithms for Improved Fault Tolerance, Proceedings of International
Conference on Neural Networks, Vol.I,
June 1994, pp. 333 338. Invited paper.
 G. C. Fox, S. Ranka,
Michael Scott, Allen D. Malony, Jim Browne, Marina C. Chen, Alok C.
Choudhary, Thomas Cheatham, Jan Cuny, Rudolf
Eigenmann, Amr Fahmy, Ian Foster,
Dennis Gannon, Tom Haupt, Mike Karr, Carl Kesselman, Chuck Koelbel, Wei
Li, Monica Lam, Thomas LeBlanc, Jim Openshaw, David Padua, Constantine Polychronopoulos, Joel
Saltz, Alan Sussman, Gil Weigand, and Kathy Yelick. Runtime Support for HighPerformance Parallel
Languages, Proceedings of Supercomputing
'93, pp. 752757.
 Z. Bozkus, A. N. Choudhary, G. C. Fox, T. Haupt, S. Ranka, R.
Thakur, and JC. Wang. Scalable Libraries for HighPerformance Fortran,
Scalable Libraries Conference, October
1993. Invited Paper.
 R. Bhargava, G. Fox, CW. Ou,
S. Ranka, and V. Singh. Scalable Libraries for Graph Partitioning,
Scalable Libraries Conference, October
1993.
 D. Koester S. Ranka, and G. C. Fox. Scalable Solutions for Sparse
Matrix Solvers, Scalable Libraries
Conference, October 1993.
 Z. Bozkus, A. Choudhary, G. Fox, T. Haupt, and S. Ranka. A Compilation Approach for Fortran 90D/HPF
Compilers on Distributed Memory MIMD
Computers, Sixth Workshop on Languages
and Compilers for Parallelism, August
1993.
 D. Krishnaswamy, K. G. Mehrotra, C. K. Mohan and S. Ranka. Storing
Temporal Sequences of Patterns in Neural
Networks, Proceedings of Conference on Neural and
Stochastic Methods in Image
and Signal Processing II
(SPIE'93), San Diego, July 1993, pp.
120126.
 H. J. Lee, K. G. Mehrotra, C. K. Mohan and S. Ranka. Performance
Modeling of Communication Primitives Using Neural Networks, Third KSEA WNY Regional Conference, March 1993, vol. 1, pp. 300303.
 J. C. Wang and S. Ranka.
Static and Runtime Scheduling of Unstructured Communication (for
presentation only), 2nd Symposium on
Parallel Computational Methods for Large Scale Structural Analysis and Design,
March 1993.
 A. Choudhary, G. C. Fox, S. Hiranandani, K. Kennedy, C. Koelbel,
S. Ranka, and J. Saltz. A Classification of Irregular Loosely Synchronous
Problems and Their Support in Scalable Parallel Software Systems, 1992 DARPA
Software Technology Conference, vol. 7, pp. 138149.
 A. N. Choudhary, T. Haupt, G. C. Fox, and S. Ranka. What Problems
Use HighPerformance Fortran and Fortran DIndustry Standard Data Parallel
Languages, Proceedings of Fifth
Australian Supercomputing Conference,
December 1992, pp. 117124.
 K. Mills, G. Cheng, M. Vinson, S. Ranka, and G. C. Fox. Software
Issues and Performance of a Parallel Model for Stock Option Pricing, Proceedings of Fifth Australian
Supercomputing Conference, December
1992, pp. 125132.
 Y. C. Chung and S. Ranka.
An Optimization Approach for
Static Scheduling of Directed Acyclic Graphs on Distributed Memory Multiprocessors, 1992 International
Conference on Parallel Processing,
poster presentation, 1992.
 D. Koester and S. Ranka. Image Processing Applications on General
Purpose Architectures, Conference on
Command Control, Communications and Intelligent Technology and Applications,
June 1991, pp. 2529.
 R. V. Shankar and S. Ranka.
Massive Parallelism for Sparse
Images, Session on Massive Parallelism,
Proceedings of International Conference
on Systems, Man, and Cybernetics, vol. 1, 1991, pp. 683688.
Invited paper.
 R. Shankar and S. Ranka.
Parallel Processing of Sparse
Images, Workshop on Parallel Processing
For Machine Intelligence, IJCAI 91.
 M. Li, K. G. Mehrotra, C. K. Mohan, and S. Ranka. Sunspot Number Prediction Using Neural
Networks, Proceedings of the 5th IEEE International Symposium on Intelligent
Control, vol. 1, September 1990, pp.
524529.
 N. Asokan, R. V. Shankar, C. K. Mohan, K. G. Mehrotra, and S.
Ranka. A Neural Network Simulator for
the Connection Machine, Proceedings of the 5th IEEE International Symposium on
Intelligent Control, vol. 1, September
1990, pp. 518523.
 A. Choudhary, S. Hariri, S.
Ranka, and W. Song. OPTIMP: Optical Interface Message Processor, Optical
Society Meeting, 1990.
 S. Ranka, N. Yeh, and J. C. Wang.
Embedding Meshes on the Star Graph,
Ohio State Parallel Computing Workshop, 1990.
 A. Choudhary and S. Ranka. Software Development Tools for
Implementing Vision Systems on
Multiprocessors, Image Understanding in
the 90's: Building Systems that Work, October 1990, SPIE Vol 140618, pp.
148161.
 S. Ranka and S. Sahni.
Computing Hough Transform on
Hypercube Multicomputers, IJCAI Workshop on Parallel Algorithms for
Machine Intelligence, 1989.
 S. Ranka and S. Sahni.
Multicomputer Algorithms for Image Template Matching, AAAI Workshop on Parallel Algorithms for
Pattern Analysis and Machine
Intelligence, 1988.
