Malith Jayasinghe

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 13

Top Topics

Variational Bayes

Scales Linearly

Stream Processing

Failure Recovery

Top Venues

HPCC/DSS/SmartCity/DependSys

Publications

Jayani Hewavitharana, Nadheesh Jihan, Malith Jayasinghe, Kasun Gunawardana, Duneesha Fernando
Prediction of Cloud API Performance Using Uncertainty-Based Fusion of Predictive and Analytical Modeling. HPCC/DSS/SmartCity/DependSys (2023)
Manuela Nayantara Jeyaraj, Srinath Perera, Malith Jayasinghe, Nadheesh Jihan
Probabilistic Error Detection Model for Knowledge Graph Refinement. Computación y Sistemas 26 (3) (2022)
Lakindu Akash, Duneesha Fernando, Malith Jayasinghe, Chamath Keppitiyagama, Kishanthan Thangarajah
Machine Learning Based Thread Pool Tuning via Program Analysis. HPCC/DSS/SmartCity/DependSys (2021)
Malith Jayasinghe, Jayathma Chathurangani, Gayal Kuruppu, Pasindu Tennage, Srinath Perera
An Analysis of Throughput and Latency Behaviours Under Microservice Decomposition. ICWE (2020)
Nadheesh Jihan, Malith Jayasinghe, Srinath Perera
Streaming stochastic variational Bayes; An improved approach for Bayesian inference with data streams. PeerJ Prepr. 7 (2019)
Suleka Helmini, Nadheesh Jihan, Malith Jayasinghe, Srinath Perera
Sales forecasting using multivariate long short term memory network models. PeerJ Prepr. 7 (2019)
Nilushan Costa, Malith Jayasinghe, Ajantha S. Atukorale, Supun Abeysinghe, Srinath Perera, Isuru Perera
ADAPT-T: An Adaptive Algorithm for Auto-Tuning Worker Thread Pool Size in Application Servers. ISCC (2019)
Deshani Geethika, Malith Jayasinghe, Yasas Gunarathne, Thilina Ashen Gamage, Sudaraka Jayathilaka, Surangika Ranathunga, Srinath Perera
Anomaly Detection in High-Performance API Gateways. HPCS (2019)
Pasindu Tennage, Srinath Perera, Malith Jayasinghe, Sanath Jayasena
An Analysis of Holistic Tail Latency Behaviors of Java Microservices. HPCC/SmartCity/DSS (2019)
Miyuru Dayarathna, Minudika Malshan, Srinath Perera, Malith Jayasinghe
Scalable Complex Event Processing on a Notebook: Demo. DEBS (2017)
Nihla Akram, Sachini Siriwardene, Malith Jayasinghe, Miyuru Dayarathna, Isuru Perera, Seshika Fernando, Srinath Perera, Upul Bandara, Sriskandarajah Suhothayan
Anomaly Detection of Manufacturing Equipment via High Performance RDF Data Stream Processing: Grand Challenge. DEBS (2017)
Miyuru Dayarathna, Prabhash Akmeemana, Srinath Perera, Malith Jayasinghe
Solution Recommender for System Failure Recovery via Log Event Pattern Matching on a Knowledge Graph: Demo. DEBS (2017)
Malith Jayasinghe, Anoukh Jayawardena, Bhagya Rupasinghe, Miyuru Dayarathna, Srinath Perera, Sriskandarajah Suhothayan, Isuru Perera
Continuous analytics on graph data streams using WSO2 complex event processor. DEBS (2016)
Malith Jayasinghe, Zahir Tari, Panlop Zeephongsekul, Albert Y. Zomaya
ADAPT-POLICY: Task Assignment in Server Farms when the Service Time Distributionof Tasks is Not Known A Priori. IEEE Trans. Parallel Distributed Syst. 25 (4) (2014)
Malith Jayasinghe, Zahir Tari, Panlop Zeephongsekul, Albert Y. Zomaya
Task assignment in multiple server farms using preemptive migration and flow control. J. Parallel Distributed Comput. 71 (12) (2011)
Malith Jayasinghe, Zahir Tari, Panlop Zeephongsekul
A scalable Multi-Tier Task Assignment Policy with Minimum Excess Load. ISCC (2010)
Malith Jayasinghe, Zahir Tari, Panlop Zeephongsekul
Performance Analysis of Multi-level Time Sharing Task Assignment Policies on Cluster-Based Systems. CLUSTER (2010)
Malith Jayasinghe, Zahir Tari, Panlop Zeephongsekul
Multi-level Multi-server Task Assignment with Work-Conserving Migration. NCA (2010)
Malith Jayasinghe, Zahir Tari, Panlop Zeephongsekul, James Broberg
On the performance of multi-level time sharing policy under heavy-tailed workloads. ISCC (2009)
Malith Jayasinghe, Zahir Tari, Panlop Zeephongsekul
The Impact of Quanta on the Performance of Multi-level Time Sharing Policy under Heavy-tailed Workloads. ACSC (2009)