Sanath Jayasena

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 37

Top Topics

Link Prediction

Speech Recognition

Machine Translation

Stream Processing

Top Venues

IPDPS Workshops

HPCC/SmartCity/DSS

Publications

Pubudu Ekanayake, Subha Fernando, Ranga Rodrigo, Sanath Jayasena
AI Based Solution to Optimize the Fertilizer Composition in Hydroponics Agriculture. ICMLC (2023)
S. Yashothara, R. T. Uthayasanker, G. V. Dias, Sanath Jayasena
Semi-Automatic Alignment of Multilingual Parts of Speech Tagsets. Computación y Sistemas 26 (3) (2022)
Vinura Dhananjaya, Piyumal Demotte, Surangika Ranathunga, Sanath Jayasena
BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification. CoRR (2022)
Vinura Dhananjaya, Piyumal Demotte, Surangika Ranathunga, Sanath Jayasena
BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification. LREC (2022)
Dumindu Tissera, Kasun Vithanage, Rukshan Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo
Neural mixture models with expectation-maximization for end-to-end deep clustering. Neurocomputing 505 (2022)
Budvin Edippuliarachchi, Damika Gamlath, Ruchin Amaratunga, Gunavaran Brihadiswaran, Sanath Jayasena
Quill: A Memory Efficient k-mer Counting and k-mer Querying Tool for Commodity Clusters. ICBBT (2022)
Chinthaka Weerakkody, Miyuru Dayarathna, Sanath Jayasena, Toyotaro Suzumura
Guaranteeing Service Level Agreements for Triangle Counting via Observation-based Admission Control Algorithm. CLOUD (2022)
Madushi Sarathchandra, Chulani Karandana, Winma Heenatigala, Miyuru Dayarathna, Sanath Jayasena
Resource aware scheduler for distributed stream processing in cloud native environments. Concurr. Comput. Pract. Exp. 33 (20) (2021)
Gunavaran Brihadiswaran, Sanath Jayasena
Frigate: a fast, in-memory tool for counting and querying k-mers. ICBBT (2021)
Dumindu Tissera, Kasun Vithanage, Rukshan Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo
Neural Mixture Models with Expectation-Maximization for End-to-end Deep Clustering. CoRR (2021)
Alex Xavier, Dumindu Tissera, Rukshan Wijesinghe, Kasun Vithanage, Ranga Rodrigo, Subha Fernando, Sanath Jayasena
On Large-Batch Training of Residual Networks with SignSGD. ICAAI (2021)
Kasun Vithanage, Rukshan Wijesinghe, Alex Xavier, Dumindu Tissera, Sanath Jayasena, Subha Fernando
Effect of Dialogue Structure and Memory on Language Emergence in a Multi-task Game. ICCCI (CCIS Volume) (2021)
Lakshika Kavmini, Thilini Dinushika, Uthayasanker Thayasivam, Sanath Jayasena
Improved Speech Command Classification System for Sinhala Language based on Automatic Speech Recognition. Int. J. Asian Lang. Process. 30 (2) (2020)
Tharindu Madusanka, Durashi Langappuli, Thisara Welmilla, Uthayasanker Thayasivam, Sanath Jayasena
Dialog policy optimization for low resource setting using Self-play and Reward based Sampling. PACLIC (2020)
Damitha Senevirathne, Isuru Wijesiri, Suchitha Dehigaspitiya, Miyuru Dayarathna, Sanath Jayasena, Toyotaro Suzumura
Memory Efficient Graph Convolutional Network based Distributed Link Prediction. IEEE BigData (2020)
Anuradha Karunarathna, Dinika Senarath, Shalika Madhushanki, Chinthaka Weerakkody, Miyuru Dayarathna, Sanath Jayasena, Toyotaro Suzumura
Scalable Graph Convolutional Network based Link Prediction on a Distributed Graph Database Server. CLOUD (2020)
Piyumi Rameshka Amarasinghe Baragamage, Pasindu Senanayake, Thulana Kannangara, Praveen Seneviratne, Sanath Jayasena, Tharindu Rusira Patabandi, Mary W. Hall
Rigel: A Framework for OpenMP PerformanceTuning. HPCC/SmartCity/DSS (2019)
Arosha Rodrigo, Miyuru Dayarathna, Sanath Jayasena
Privacy Preserving Elastic Stream Processing with Clouds Using Homomorphic Encryption. DASFAA (2) (2019)
Arosha Rodrigo, Miyuru Dayarathna, Sanath Jayasena
Latency-Aware Secure Elastic Stream Processing with Homomorphic Encryption. Data Sci. Eng. 4 (3) (2019)
Pasindu Tennage, Srinath Perera, Malith Jayasinghe, Sanath Jayasena
An Analysis of Holistic Tail Latency Behaviors of Java Microservices. HPCC/SmartCity/DSS (2019)
Thilini Dinushika, Lakshika Kavmini, Pamoda Abeyawardhana, Uthayasanker Thayasivam, Sanath Jayasena
Speech Command Classification System for Sinhala Language based on Automatic Speech Recognition. IALP (2019)
S. Yashothara, R. T. Uthayasanker, Sanath Jayasena
Improving Phrase-Based Statistical Machine Translation with Preprocessing Techniques. IALP (2018)
Fathima Farhath, Pranavan Theivendiram, Surangika Ranathunga, Sanath Jayasena, Gihan Dias
Improving domain-specific SMT for low-resourced languages using data from different domains. LREC (2018)
W. S. N. Dilshani, S. Yashothara, R. T. Uthayasanker, Sanath Jayasena
Linguistic Divergence of Sinhala and Tamil Languages in Machine Translation. IALP (2018)
Darshana Buddhika, Ranula Liyadipita, Sudeepa Nadeeshan, Hasini Witharana, Sanath Jayasena, Uthayasanker Thayasivam
Domain Specific Intent Classification of Sinhala Speech Data. IALP (2018)
Sajith Ravindra, Miyuru Dayarathna, Sanath Jayasena
Latency Aware Elastic Switching-based Stream Processing Over Compressed Data Streams. ICPE (2017)
Pasindu Tennage, Prabath Sandaruwan, Malith Thilakarathne, Achini Herath, Surangika Ranathunga, Sanath Jayasena, Gihan Dias
Neural machine translation for sinhala and tamil languages. IALP (2017)
Miyuru Dayarathna, Sathya Bandara, Nandula Jayamaha, Mahen Herath, Achala Madhushan, Sanath Jayasena, Toyotaro Suzumura
An X10-Based Distributed Streaming Graph Database Engine. HiPC (2017)
Isuru Dilanka Fernando, Sanath Jayasena, Milinda Fernando, Hari Sundar
A Scalable Hierarchical Semi-Separable Library for Heterogeneous Clusters. ICPP (2017)
Vimuth Fernando, Sanath Jayasena
Autotuning multi-tiered applications for performance. ICIIS (2017)
Thilina Rathnayake, Sanath Jayasena, Mahinsasa Narayana
OpenFOAM on GPUs using AMGX. SpringSim (HPC) (2017)
Pranavan Theivendiram, Megala Uthayakumar, Nilusija Nadarasamoorthy, Mokanarangan Thayaparan, Sanath Jayasena, Gihan Dias, Surangika Ranathunga
Named-Entity-Recognition (NER) for Tamil Language Using Margin-Infused Relaxed Algorithm (MIRA). CICLing (1) (2016)
Mokanarangan Thayaparan, Pranavan Theivendiram, Megala Uthayakumar, Nilusija Nadarasamoorthy, Gihan Dias, Sanath Jayasena, Surangika Ranathunga
Tamil Morphological Analyzer Using Support Vector Machines. NLDB (2016)
Miyuru Dayarathna, Isuru Herath, Yasima Dewmini, Gayan Mettananda, Sameera Nandasiri, Sanath Jayasena, Toyotaro Suzumura
Acacia-RDF: An X10-Based Scalable Distributed RDF Graph Database Engine. CLOUD (2016)
Riyafa Abdul Hameed, Nadeeshani Pathirennehelage, Anusha Ihalapathirana, Maryam Ziyad Mohamed, Surangika Ranathunga, Sanath Jayasena, Gihan Dias, Sandareka Fernando
Automatic Creation of a Sentence Aligned Sinhala-Tamil Parallel Corpus. WSSANLP@COLING (2016)
Sandareka Fernando, Surangika Ranathunga, Sanath Jayasena, Gihan Dias
Comprehensive Part-Of-Speech Tag Set and SVM based POS Tagger for Sinhala. WSSANLP@COLING (2016)
Miyuru Dayarathna, Isuru Herath, Yasima Dewmini, Gayan Mettananda, Sameera Nandasiri, Sanath Jayasena, Toyotaro Suzumura
Introducing Acacia-RDF: An X10-Based Scalable Distributed RDF Graph Database Engine. IPDPS Workshops (2016)
Sanath Jayasena, Milinda Fernando, Tharindu Rusira, Chalitha Perera, Chamara Philips
Auto-Tuning the Java Virtual Machine. IPDPS Workshops (2015)
Sanath Jayasena, Saman P. Amarasinghe, Asanka Abeyweera, Gayashan Amarasinghe, Himeshi De Silva, Sunimal Rathnayake, Xiaoqiao Meng, Yanbin Liu
Detection of false sharing using machine learning. SC (2013)
Sachitha I. P. Gunawardena, Sanath Jayasena
Effect of Non-work Related Internet Usage on Stimulating Employee Creativity in the Software Industry. ENASE (2011)
Sajith Weerakoon, Rohan Wickramasinghe, Erangi De Costa, Manisha Eleperuma, Shehan Perera, Sanath Jayasena
Semantic Metadata Extraction Using XemanticA Analysis. SWWS (2010)