Sanath Jayasena

According to our database, Sanath Jayasena authored at least 41 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Lexicon-based fine-tuning of multilingual language models for low-resource language sentiment analysis.

Vinura Dhananjaya, Surangika Ranathunga, Sanath Jayasena

CAAI Trans. Intell. Technol., 2024

2023

AI Based Solution to Optimize the Fertilizer Composition in Hydroponics Agriculture.

Pubudu Ekanayake, Subha Fernando, Ranga Rodrigo, Sanath Jayasena

Proceedings of the 15th International Conference on Machine Learning and Computing, 2023

2022

Neural mixture models with expectation-maximization for end-to-end deep clustering.

Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo

Neurocomputing, 2022

Semi-Automatic Alignment of Multilingual Parts of Speech Tagsets.

S. Yashothara, R. T. Uthayasanker, G. V. Dias, Sanath Jayasena

Computación y Sistemas, 2022

BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification.

Vinura Dhananjaya, Piyumal Demotte, Surangika Ranathunga, Sanath Jayasena

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Quill: A Memory Efficient k-mer Counting and k-mer Querying Tool for Commodity Clusters.

Budvin Edippuliarachchi, Damika Gamlath, Ruchin Amaratunga, Gunavaran Brihadiswaran, Sanath Jayasena

Proceedings of the ICBBT 2022: 14th International Conference on Bioinformatics and Biomedical Technology, Xi'an, China, May 27, 2022

Guaranteeing Service Level Agreements for Triangle Counting via Observation-based Admission Control Algorithm.

Chinthaka Weerakkody, Miyuru Dayarathna, Sanath Jayasena, Toyotaro Suzumura

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021

Resource aware scheduler for distributed stream processing in cloud native environments.

Madushi Sarathchandra, Chulani Karandana, Winma Heenatigala, Miyuru Dayarathna, Sanath Jayasena

Concurr. Comput. Pract. Exp., 2021

Effect of Dialogue Structure and Memory on Language Emergence in a Multi-task Game.

Kasun Vithanage, Rukshan Darshana Wijesinghe, Alex Xavier, Dumindu Tissera, Sanath Jayasena, Subha Fernando

Proceedings of the Advances in Computational Collective Intelligence, 2021

Frigate: a fast, in-memory tool for counting and querying k-mers.

Gunavaran Brihadiswaran, Sanath Jayasena

Proceedings of the ICBBT 2021: 13th International Conference on Bioinformatics and Biomedical Technology, Xi'an, China, May 21, 2021

On Large-Batch Training of Residual Networks with SignSGD.

Alex Xavier, Dumindu Tissera, Rukshan Darshana Wijesinghe, Kasun Vithanage, Ranga Rodrigo, Subha Fernando, Sanath Jayasena

Proceedings of the ICAAI 2021: The 5th International Conference on Advances in Artificial Intelligence, Virtual Event, United Kingdom, November 20, 2021

2020

Improved Speech Command Classification System for Sinhala Language based on Automatic Speech Recognition.

Lakshika Kavmini, Thilini Dinushika, Uthayasanker Thayasivam, Sanath Jayasena

Int. J. Asian Lang. Process., 2020

Dialog policy optimization for low resource setting using Self-play and Reward based Sampling.

Tharindu Madusanka, Durashi Langappuli, Thisara Welmilla, Uthayasanker Thayasivam, Sanath Jayasena

Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation, 2020

Memory Efficient Graph Convolutional Network based Distributed Link Prediction.

Damitha Senevirathne, Isuru Wijesiri, Suchitha Dehigaspitiya, Miyuru Dayarathna, Sanath Jayasena, Toyotaro Suzumura

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Scalable Graph Convolutional Network based Link Prediction on a Distributed Graph Database Server.

Anuradha Karunarathna, Dinika Senarath, Shalika Madhushanki, Chinthaka Weerakkody, Miyuru Dayarathna, Sanath Jayasena, Toyotaro Suzumura

Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019

Latency-Aware Secure Elastic Stream Processing with Homomorphic Encryption.

Arosha Rodrigo, Miyuru Dayarathna, Sanath Jayasena

Data Sci. Eng., 2019

Speech Command Classification System for Sinhala Language based on Automatic Speech Recognition.

Thilini Dinushika, Lakshika Kavmini, Pamoda Abeyawardhana, Uthayasanker Thayasivam, Sanath Jayasena

Proceedings of the International Conference on Asian Language Processing, 2019

An Analysis of Holistic Tail Latency Behaviors of Java Microservices.

Pasindu Tennage, Srinath Perera, Malith Jayasinghe, Sanath Jayasena

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Rigel: A Framework for OpenMP PerformanceTuning.

Piyumi Rameshka Amarasinghe Baragamage, Pasindu Senanayake, Thulana Kannangara, Praveen Seneviratne, Sanath Jayasena, Tharindu Rusira Patabandi, Mary W. Hall

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Privacy Preserving Elastic Stream Processing with Clouds Using Homomorphic Encryption.

Arosha Rodrigo, Miyuru Dayarathna, Sanath Jayasena

Proceedings of the Database Systems for Advanced Applications, 2019

2018

Improving domain-specific SMT for low-resourced languages using data from different domains.

Fathima Farhath, Pranavan Theivendiram, Surangika Ranathunga, Sanath Jayasena, Gihan Dias

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Improving Phrase-Based Statistical Machine Translation with Preprocessing Techniques.

S. Yashothara, R. T. Uthayasanker, Sanath Jayasena

Proceedings of the 2018 International Conference on Asian Language Processing, 2018

Linguistic Divergence of Sinhala and Tamil Languages in Machine Translation.

W. S. N. Dilshani, S. Yashothara, R. T. Uthayasanker, Sanath Jayasena

Proceedings of the 2018 International Conference on Asian Language Processing, 2018

Domain Specific Intent Classification of Sinhala Speech Data.

Darshana Buddhika, Ranula Liyadipita, Sudeepa Nadeeshan, Hasini Witharana, Sanath Jayasena, Uthayasanker Thayasivam

Proceedings of the 2018 International Conference on Asian Language Processing, 2018

2017

Latency Aware Elastic Switching-based Stream Processing Over Compressed Data Streams.

Sajith Ravindra, Miyuru Dayarathna, Sanath Jayasena

Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017

OpenFOAM on GPUs using AMGX.

Thilina Rathnayake, Sanath Jayasena, Mahinsasa Narayana

Proceedings of the 25th High Performance Computing Symposium, Virginia Beach, VA, USA, April 23, 2017

A Scalable Hierarchical Semi-Separable Library for Heterogeneous Clusters.

Isuru Dilanka Fernando, Sanath Jayasena, Milinda Fernando, Hari Sundar

Proceedings of the 46th International Conference on Parallel Processing, 2017

Autotuning multi-tiered applications for performance.

Vimuth Fernando, Sanath Jayasena

Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017

Neural machine translation for sinhala and tamil languages.

Pasindu Tennage, Prabath Sandaruwan, Malith Thilakarathne, Achini Herath, Surangika Ranathunga, Sanath Jayasena, Gihan Dias

Proceedings of the 2017 International Conference on Asian Language Processing, 2017

An X10-Based Distributed Streaming Graph Database Engine.

Miyuru Dayarathna, Sathya Bandara, Nandula Jayamaha, Mahen Herath, Achala Madhushan, Sanath Jayasena, Toyotaro Suzumura

Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017

2016

Automatic Creation of a Sentence Aligned Sinhala-Tamil Parallel Corpus.

Riyafa Abdul Hameed, Nadeeshani Pathirennehelage, Anusha Ihalapathirana, Maryam Ziyad Mohamed, Surangika Ranathunga, Sanath Jayasena, Gihan Dias, Sandareka Fernando

Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing, 2016

Comprehensive Part-Of-Speech Tag Set and SVM based POS Tagger for Sinhala.

Sandareka Fernando, Surangika Ranathunga, Sanath Jayasena, Gihan Dias

Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing, 2016

Tamil Morphological Analyzer Using Support Vector Machines.

Mokanarangan Thayaparan, Pranavan Theivendiram, Megala Uthayakumar, Nilusija Nadarasamoorthy, Gihan Dias, Sanath Jayasena, Surangika Ranathunga

Proceedings of the Natural Language Processing and Information Systems, 2016

Introducing Acacia-RDF: An X10-Based Scalable Distributed RDF Graph Database Engine.

Miyuru Dayarathna, Isuru Herath, Yasima Dewmini, Gayan Mettananda, Sameera Nandasiri, Sanath Jayasena, Toyotaro Suzumura

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Named-Entity-Recognition (NER) for Tamil Language Using Margin-Infused Relaxed Algorithm (MIRA).

Pranavan Theivendiram, Megala Uthayakumar, Nilusija Nadarasamoorthy, Mokanarangan Thayaparan, Sanath Jayasena, Gihan Dias, Surangika Ranathunga

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

Acacia-RDF: An X10-Based Scalable Distributed RDF Graph Database Engine.

Miyuru Dayarathna, Isuru Herath, Yasima Dewmini, Gayan Mettananda, Sameera Nandasiri, Sanath Jayasena, Toyotaro Suzumura

Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015

Auto-Tuning the Java Virtual Machine.

Sanath Jayasena, Milinda Fernando, Tharindu Rusira, Chalitha Perera, Chamara Philips

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

2013

Detection of false sharing using machine learning.

Sanath Jayasena, Saman P. Amarasinghe, Asanka Abeyweera, Gayashan Amarasinghe, Himeshi De Silva, Sunimal Rathnayake, Xiaoqiao Meng, Yanbin Liu

Proceedings of the International Conference for High Performance Computing, 2013

2011

Effect of Non-work Related Internet Usage on Stimulating Employee Creativity in the Software Industry.

Sachitha I. P. Gunawardena, Sanath Jayasena

Proceedings of the ENASE 2011, 2011

2010

Semantic Metadata Extraction Using XemanticA Analysis.

Sajith Weerakoon, Rohan Wickramasinghe, Erangi De Costa, Manisha Eleperuma, Shehan Perera, Sanath Jayasena

Proceedings of the 2010 International Conference on Semantic Web & Web Services, 2010

2003

Bdd-Based Engineering-Change Logic Synthesis

Sanath Jayasena

PhD thesis, 2003