Thilina Buddhika

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 8

Top Topics

Spatiotemporal Data

Wavelet Synopses

Top Venues

IEEE Trans. Parallel Distributed Syst.

ACM Trans. Internet Things

Publications

Daniel Rammer, Thilina Buddhika, Matthew Malensek, Shrideep Pallickara, Sangmi Lee Pallickara
Enabling Fast Exploratory Analyses Over Voluminous Spatiotemporal Data Using Analytical Engines. IEEE Trans. Big Data 8 (1) (2022)
Thilina Buddhika, Sangmi Lee Pallickara, Shrideep Pallickara
Pebbles: Leveraging Sketches for Processing Voluminous, High Velocity Data Streams. IEEE Trans. Parallel Distributed Syst. 32 (8) (2021)
Thilina Buddhika, Matthew Malensek, Shrideep Pallickara, Sangmi Lee Pallickara
Living on the Edge: Data Transmission, Storage, and Analytics in Continuous Sensing Environments. ACM Trans. Internet Things 2 (3) (2021)
Kevin Bruhwiler, Thilina Buddhika, Shrideep Pallickara, Sangmi Lee Pallickara
Iris: Amortized, Resource Efficient Visualizations of Voluminous Spatiotemporal Datasets. BDCAT (2020)
Daniel Rammer, Walid Budgaga, Thilina Buddhika, Shrideep Pallickara, Sangmi Lee Pallickara
Alleviating I/O Inefficiencies to Enable Effective Model Training Over Voluminous, High-Dimensional Datasets. IEEE BigData (2018)
Thilina Buddhika, Ryan Stern, Kira Lindburg, Kathleen Ericson, Shrideep Pallickara
Online Scheduling and Interference Alleviation for Low-Latency, High-Throughput Processing of Data Streams. IEEE Trans. Parallel Distributed Syst. 28 (12) (2017)
Thilina Buddhika, Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Synopsis: A Distributed Sketch over Voluminous Spatiotemporal Observational Streams. IEEE Trans. Knowl. Data Eng. 29 (11) (2017)
Thilina Buddhika, Shrideep Pallickara
NEPTUNE: Real Time Stream Processing for Internet of Things and Sensing Environments. IPDPS (2016)