Parimala Thulasiraman

Orcid: 0000-0002-6445-3629

According to our database1, Parimala Thulasiraman authored at least 123 papers between 1993 and 2025.

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Bibliography

2025
Cooperative, collaborative, coevolutionary multi-objective optimization on CPU-GPU multi-core.
J. Supercomput., January, 2025

2024
Parallel Co-Evolutionary Algorithm and Implementation on CPU-GPU Multicore.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Nature-Inspired Portfolio Diversification Using Ant Brood Clustering.
Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

Synchronous Set-Based Particle Swarm Optimization: Heuristics for Portfolio Optimization.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

2023
Improved Knowledge Distillation via Teacher Assistants for Sentiment Analysis.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

2022
Blending multiple algorithmic granular components: a recipe for clustering.
Swarm Intell., 2022

Worst and Generalized Severity Evaluation for Evolutionary Dynamic Multi-objective Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Bicriterion Coevolution for the Multi-objective Travelling Salesperson Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021
PBN-Based Time-Optimal Terminal Air Traffic Control Using Cellular Automata.
IEEE Trans. Aerosp. Electron. Syst., 2021

Evolving convolutional neural network parameters through the genetic algorithm for the breast cancer classification problem.
Simul., 2021

Trust and scalable blockchain-based message exchanging scheme on VANET.
Peer-to-Peer Netw. Appl., 2021

2020
LPR: A bio-inspired intelligent learning path recommendation system based on meaningful learning theory.
Educ. Inf. Technol., 2020

Ensuring Resource Availability with MRU/FRU Caching: A Dew-Blockcloud Model.
Proceedings of the 43rd International Convention on Information, 2020

An Island Model Genetic Algorithm Approach to Tuning AI Bots.
Proceedings of the Hybrid Intelligent Systems, 2020

Post-cloud Computing Models and Their Comparisons.
Proceedings of the Cloud Computing - CLOUD 2020, 2020

Parallel Generalized Suffix Tree Construction for Genomic Data.
Proceedings of the Algorithms for Computational Biology, 2020

2019
A Micro-Level Compensation-Based Cost Model for Resource Allocation in a Fog Environment.
Sensors, 2019

Validating pairwise transactions on cryptocurrencies: a novel heuristics and network simulation.
J. Bank. Financial Technol., 2019

Modified Firefly Algorithm With Chaos Theory for Feature Selection: A Predictive Model for Medical Data.
Int. J. Swarm Intell. Res., 2019

Traffic Aware Many-Objective Dynamic Route Planning.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

A Dynamic Traffic Awareness System for Urban Driving.
Proceedings of the 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2019

Foreseeing Congestion using LSTM on Urban Traffic Flow Clusters.
Proceedings of the 6th International Conference on Systems and Informatics, 2019

Evaluation and Validation of Semi-Supervised Ant-inspired Sentence-Level Sentiment Prediction Clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

In-depth Evaluation and Experimental Analysis of a Weight Pruning Genetic Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Effect of PSO Communication Topologies on Task Matching in Grid Computing.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Optimization in distributed information systems.
J. Comput. Sci., 2018

Ant Brood Clustering on Intel Xeon Multi-core: Challenges and Strategies.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Hybrid Metaheuristic Algorithm for Clustering.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

HGLPSO: Hybrid Genetic Learning PSO and its Applications to Task Matching on Large-Scale Systems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Analyzing Financial Smart Contracts for Blockchain.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

A Novel Heuristics for Validating Pairwise Transactions on Cryptocurrencies.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

A Self Fixing Intelligent Ant Clustering Algorithm For Graphs.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Redundancy in Convolutional Neural Networks: Insights on Model Compression and Structure.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Financial Application on an Openstack Based Private Cloud.
Proceedings of the Internet and Distributed Computing Systems, 2018

A Modified Genetic Learning PSO for Task Matching in Grid Environment.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
A zone-based traffic assignment algorithm for scalable congestion reduction.
ICT Express, 2017

Constrained ant brood clustering algorithm with adaptive radius: A case study on aspect based sentiment analysis.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A parallel firefly meta-heuristics algorithm for financial option pricing.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Enhancing Ant Brood Clustering with Adaptive Radius of Perception and Non-parametric Estimation on Multi-core Architectures.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2017

An Enhanced Chaos-Based Firefly Model for Parkinson's Disease Diagnosis and Classification.
Proceedings of the 2017 International Conference on Information Technology, 2017

2016
Nature-inspired soft computing for financial option pricing using high-performance analytics.
Concurr. Comput. Pract. Exp., 2016

Non-dominant sorting Firefly algorithm for pricing American option.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A dynamic cooperative hybrid MPSO+GA on hybrid CPU+GPU fused multicore.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Pricing European Options Using a Novel Multi-objective Firefly Algorithm.
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

Parallelizing Active Memory Ants with MapReduce for Clustering Financial Time Series Data.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

2015
Clabacus: A Risk-Adjusted Cloud Resources Pricing Model Using Financial Option Theory.
IEEE Trans. Cloud Comput., 2015

Exploration/exploitation of a hybrid-enhanced MPSO-GA algorithm on a fused CPU-GPU architecture.
Concurr. Comput. Pract. Exp., 2015

Stationarity Enforcement of Accelerator Based TRNG by Genetic Algorithm.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Parallel Ant Brood Graph Partitioning in Julia.
Proceedings of the Parallel Processing and Applied Mathematics, 2015

Twitter sentiment classification using machine learning techniques for stock markets.
Proceedings of the 2015 International Conference on Advances in Computing, 2015

2014
Portfolio diversification using ant brood sorting clustering.
Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing, 2014

Effect of communication topologies on hybrid evolutionary algorithms.
Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing, 2014

2013
Scheduling Using Multiple Swarm Particle Optimization with Memetic Features on Graphics Processing Units.
Proceedings of the Massively Parallel Evolutionary Computation on GPGPUs, 2013

Normalized particle swarm optimization for complex chooser option pricing on graphics processing unit.
J. Supercomput., 2013

Enhancing performance of failure-prone clusters by adaptive provisioning of cloud resources.
J. Supercomput., 2013

A load-rebalance PSO heuristic for task matching in heterogeneous computing systems.
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013

Optimization of an OpenCL-Based Multi-swarm PSO Algorithm on an APU.
Proceedings of the Parallel Processing and Applied Mathematics, 2013

Effects of Segmented Finite Difference Time Domain on GPU.
Proceedings of the Parallel Processing and Applied Mathematics, 2013

A novel application of ACO to price transmission rights in electricity markets.
Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013

A Novel Architecture for Financial Investment Services on a Private Cloud.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2013

Memory Efficient Multi-Swarm PSO Algorithm in OpenCL on an APU.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2013

MAZACORNET: Mobility aware zone based ant colony optimization routing for VANET.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Microwave tomography for breast cancer detection on Cell broadband engine processors.
J. Parallel Distributed Comput., 2012

Portfolio Management Using Particle Swarm Optimization on GPU.
Proceedings of the 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, 2012

Optimizing Option Pricing Algorithms and Profiling Power Consumption on VLIW APU Architecture.
Proceedings of the 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, 2012

Financial Application as a Software Service on Cloud.
Proceedings of the Contemporary Computing - 5th International Conference, 2012

Financial Option Pricing on APU.
Proceedings of the Contemporary Computing - 5th International Conference, 2012

Cloud Resource Provisioning to Extend the Capacity of Local Resources in the Presence of Failures.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

Pricing Cloud Compute Commodities: A Novel Financial Economic Model.
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

2011
Performance Analysis of Sequential and Parallel Neural Network Algorithm for Stock Price Forecasting.
Int. J. Grid High Perform. Comput., 2011

Mapping Iterative Medical Imaging Algorithm on Cell Accelerator.
Int. J. Biomed. Imaging, 2011

Designing APU Oriented Scientific Computing Applications in OpenCL.
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011

True Random Number Generator Using GPUs and Histogram Equalization Techniques.
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011

Collaborative multi-swarm PSO for task matching using graphics processing units.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Pricing transmission rights using ant colony optimization.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Performance study of mapping irregular computations on GPUs.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

A parallel Particle swarm optimization algorithm for option pricing.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Exploiting Parallelism in Iterative Irregular Maxflow Computations on GPU Accelerators.
Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010

Option Pricing on the GPU.
Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010

Particle swarm optimization algorithm for option pricing: extended abstract.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009
A software architecture framework for on-line option pricing.
J. Supercomput., 2009

HOPNET: A hybrid ant colony optimization routing algorithm for mobile ad hoc network.
Ad Hoc Networks, 2009

An Aggregated Ant Colony Optimization approach for pricing options.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

A novel application of option pricing to distributed resources management.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

PSO based neural network for time series forecasting.
Proceedings of the International Joint Conference on Neural Networks, 2009

A Financial Option Based Grid Resources Pricing Model: Towards an Equilibrium between Service Quality for User and Profitability for Service Providers.
Proceedings of the Advances in Grid and Pervasive Computing, 4th International Conference, 2009

Ant Colony Optimization to price exotic options.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Option pricing using Particle Swarm Optimization.
Proceedings of the Canadian Conference on Computer Science & Software Engineering, 2009

2008
Finite-difference time-domain on the cell/B.E. processor.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Exploiting Data Locality in FFT Using Indirect Swap Network on Cell/B.E.
Proceedings of the 22nd Annual International Symposium on High Performance Computing Systems and Applications (HPCS 2008), 2008

Parallel Algorithm Design and Performance Evaluation of FDTD on 3 Different Architectures: Cluster, Homogeneous Multicore and Cell/B.E.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications, 2008

Protein Sequence Motif Discovery on Distributed Supercomputer.
Proceedings of the Advances in Grid and Pervasive Computing, 2008

HPC for iterative image reconstruction in CT.
Proceedings of the Canadian Conference on Computer Science & Software Engineering, 2008

A bioinspired algorithm to price options.
Proceedings of the Canadian Conference on Computer Science & Software Engineering, 2008

PACONET: imProved Ant Colony Optimization Routing Algorithm for Mobile Ad Hoc NETworks.
Proceedings of the 22nd International Conference on Advanced Information Networking and Applications, 2008

2007
A Parallel Algorithmic Approach for Microwave Tomography in Breast Cancer Detection.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Image Reconstruction using Microwave Tomography for Breast Cancer Detection on Distributed Memory Machine.
Proceedings of the 2007 International Conference on Parallel Processing (ICPP 2007), 2007

A Graph Based Approach to Discover Conserved Regions in DNA and Protein Sequences.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006
MAPLE: a framework for mobility-aware pro-active low energy clustering in ad hoc mobile wireless networks.
Wirel. Commun. Mob. Comput., 2006

A second order L0 stable algorithm for evaluating European options.
Int. J. High Perform. Comput. Netw., 2006

Exploring Financial Applications on Many-Core-on-a-Chip Architecture: A First Experiment.
Proceedings of the Frontiers of High Performance Computing and Networking, 2006

A Software Architecture Framework for On-Line Option Pricing.
Proceedings of the Parallel and Distributed Processing and Applications, 2006

Distributed Quasi-Monte Carlo Algorithm for Option Pricing on HNOWs Using mpC.
Proceedings of the Proceedings 39th Annual Simulation Symposium (ANSS-39 2006), 2006

2005
High Performance Computing for a Financial Application Using Fast Fourier Transform.
Proceedings of the Euro-Par 2005, Parallel Processing, 11th International Euro-Par Conference, Lisbon, Portugal, August 30, 2005

2004
A fine-grain load-adaptive algorithm of the 2D discrete wavelet transform for multithreaded architectures.
J. Parallel Distributed Comput., 2004

Improving Data Locality in Parallel Fast Fourier Transform Algorithm for Pricing Financial Derivatives.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

Message from the Chairs: International Workshop on High Performance Scientific and Engineering Computing.
Proceedings of the 33rd International Conference on Parallel Processing Workshops (ICPP 2004 Workshops), 2004

Fast Fourier Transform for Option Pricing: Improved Mathematical Modeling and Design of Efficient Parallel Algorithm.
Proceedings of the Computational Science and Its Applications, 2004

An OpenMP Implementation of FTCS Method for Reduced Black-Sholes Equation.
Proceedings of the 18th Annual Symposium on High Performance Computing Systems and Applications, 2004

Mobility-aware pro-active low energy (MAPLE) clustering in ad hoc mobile wireless networks.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003
Performance Evaluation of a Multithreaded Fast Fourier Transform Algorithm for Derivative Pricing.
J. Supercomput., 2003

Parallel Algebraic Reconstruction Technique for Computed Tomography.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003

A Parallel Ant Colony Optimization Algorithm for All-Pair Routing in MANETs.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

Neural Network Training Algorithms on Parallel Architectures for Finance Applications.
Proceedings of the 32nd International Conference on Parallel Processing Workshops (ICPP 2003 Workshops), 2003

2002
Efficent Multithreaded Algorithms for the Fast Fourier Transform.
Parallel Distributed Comput. Pract., 2002

Implementation of Ant Colony Optimization Algorithm for Mobile Ad hoc Network Applications: OpenMP Experiences.
Parallel Distributed Comput. Pract., 2002

Forecasting Stock Prices using Neural Networks on a Beowulf Cluster.
Proceedings of the International Conference on Parallel and Distributed Computing Systems, 2002

Performance Analysis of a Multithreaded Pricing Algorithm on Cilk.
Proceedings of the 16th Annual International Symposium on High Performance Computing Systems and Applications, 2002

2000
Multithreaded algorithms for the fast Fourier transform.
Proceedings of the Twelfth annual ACM Symposium on Parallel Algorithms and Architectures, 2000

1999
Load Adaptive Algorithms and Implementations for the 2D Discrete Wavelet Transform on Fine-Grain Multithreaded Architectures.
Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999

1998
Using Multithreading for the Automatic Load Balancing of Adaptive Finite Element Meshes.
Proceedings of the Solving Irregularly Structured Problems in Parallel, 1998

1996
Multithreading implementation of a distributed shortest path algorithm on EARTH multiprocessor.
Proceedings of the 3rd International Conference on High Performance Computing, 1996

1993
Parallel Network Primal-Dual Method on a Shared Memory Multiprocessor and a Unified Approach to VLSI Layout Compaction and Wire Balancing.
Proceedings of the Sixth International Conference on VLSI Design, 1993


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