Chamara Madarasingha

16 papers A* 3B 1C 1Journal 8Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Comprehensive Survey on Synthetic Network Traffic Generation. IEEE Commun. Surv. Tutorials Nirhoshan Sivaroopan, Kaushitha Silva, Chamara Madarasingha, Thilini Dahanayaka, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
2025	J	`jnl`	A Comprehensive Survey on Network Traffic Synthesis: From Statistical Models to Deep Learning. CoRR Nirhoshan Sivaroopan, Kaushitha Silva, Chamara Madarasingha, Thilini Dahanayaka, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
2025	C	`conf`	Demo: P4 Based In-network ML with Federated Learning to Secure and Slice IoT Networks. WoWMoM Chamara Madarasingha, Thilini Dahanayaka, Kanchana Thilakarathna, Suranga Seneviratne, Young Choon Lee, Salil S. Kanhere, Albert Y. Zomaya, Aruna Seneviratne, Phil Ridley
2025	J	`jnl`	RAG-HAR: Retrieval Augmented Generation-based Human Activity Recognition. CoRR Nirhoshan Sivaroopan, Hansi Karunarathna, Chamara Madarasingha, Anura P. Jayasumana, Kanchana Thilakarathna
2025	J	`jnl`	Univariate to Multivariate: LLMs as Zero-Shot Predictors for Time-Series Forecasting. CoRR Chamara Madarasingha, Nasrin Sohrabi, Zahir Tari
2024	—	`conf`	Demo: P4Xtnd: P4 Programmability on Resource Constrained Environments with Extended Network Functionalities. SIGCOMM (Posters and Demos) Chamara Madarasingha, Thilini Dahanayaka, Kanchana Thilakarathna, Suranga Seneviratne, Young Choon Lee, Salil S. Kanhere, Aruna Seneviratne, Phil Ridley
2024	—	`conf`	DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction. ECCV (46) Yanlong Li, Chamara Madarasingha, Kanchana Thilakarathna
2024	J	`jnl`	NetDiffus: Network traffic generation by diffusion models through time-series imaging. Comput. Networks Nirhoshan Sivaroopan, Dumindu Bandara, Chamara Madarasingha, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
2023	J	`jnl`	DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction. CoRR Yanlong Li, Chamara Madarasingha, Kanchana Thilakarathna
2023	J	`jnl`	NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging. CoRR Nirhoshan Sivaroopan, Dumindu Bandara, Chamara Madarasingha, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
2023	B	`conf`	SyNIG: Synthetic Network Traffic Generation through Time Series Imaging. LCN Nirhoshan Sivaroopan, Chamara Madarasingha, Shashika Muramudalige, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
2022	A*	`conf`	Edge assisted frame interpolation and super resolution for efficient 360-degree video delivery. MobiCom Chamara Madarasingha, Kanchana Thilakarathna
2022	A*	`conf`	OpCASH: Optimized Utilization of MEC Cache for 360-Degree Video Streaming with Dynamic Tiling. PerCom Chamara Madarasingha, Kanchana Thilakarathna, Albert Y. Zomaya
2022	J	`jnl`	VideoTrain++: GAN-based adaptive framework for synthetic video traffic generation. Comput. Networks Chamara Madarasingha, Shashika Ranga Muramudalige, Guillaume Jourjon, Anura P. Jayasumana, Kanchana Thilakarathna
2021	A*	`conf`	VASTile: Viewport Adaptive Scalable 360-Degree Video Frame Tiling. ACM Multimedia Chamara Madarasingha, Kanchana Thilakarathna
2017	—	`conf`	Spatial Feature Reduction in Long-term EEG for Patient-specific Epileptic Seizure Event Detection. ICSPS Nipun Dilesh Perera, Chamara Madarasingha, Anjula C. De Silva