Enabling Fast Exploratory Analyses Over Voluminous Spatiotemporal Data Using Analytical Engines.

Thilina Buddhika

Daniel Rammer Thilina Buddhika Matthew Malensek Shrideep Pallickara Sangmi Lee Pallickara Enabling Fast Exploratory Analyses Over Voluminous Spatiotemporal Data Using Analytical Engines. 213-228 2022 8 IEEE Trans. Big Data 1 https://doi.org/10.1109/TBDATA.2019.2939834 https://www.wikidata.org/entity/Q114628935 db/journals/tbd/tbd8.html#RammerBMPP22

Thilina Buddhika Matthew Malensek Shrideep Pallickara Sangmi Lee Pallickara Living on the Edge: Data Transmission, Storage, and Analytics in Continuous Sensing Environments. 16:1-16:31 2021 2 ACM Trans. Internet Things 3 https://doi.org/10.1145/3450767 https://www.wikidata.org/entity/Q131132761 db/journals/tiot/tiot2.html#BuddhikaMPP21

Thilina Buddhika Sangmi Lee Pallickara Shrideep Pallickara Pebbles: Leveraging Sketches for Processing Voluminous, High Velocity Data Streams. 2005-2020 2021 32 IEEE Trans. Parallel Distributed Syst. 8 https://doi.org/10.1109/TPDS.2021.3055265 db/journals/tpds/tpds32.html#BuddhikaPP21

Kevin Bruhwiler Thilina Buddhika Shrideep Pallickara Sangmi Lee Pallickara Iris: Amortized, Resource Efficient Visualizations of Voluminous Spatiotemporal Datasets. 47-56 2020 BDCAT https://doi.org/10.1109/BDCAT50828.2020.00003 conf/bdc/2020 db/conf/bdc/bdcat2020.html#BruhwilerBPP20 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. 468-477 2018 IEEE BigData https://doi.org/10.1109/BigData.2018.8622279 conf/bigdataconf/2018 db/conf/bigdataconf/bigdataconf2018.html#RammerBBPP18 Indrakshi Ray Thilina Buddhika Secure Transaction Processing. 2018 Encyclopedia of Database Systems (2nd ed.) https://doi.org/10.1007/978-1-4614-8265-9_331 reference/db/2018 db/reference/db/s2.html#RayB18

Thilina Buddhika Matthew Malensek Sangmi Lee Pallickara Shrideep Pallickara Synopsis: A Distributed Sketch over Voluminous Spatiotemporal Observational Streams. 2552-2566 2017 29 IEEE Trans. Knowl. Data Eng. 11 https://doi.org/10.1109/TKDE.2017.2734661 http://doi.ieeecomputersociety.org/10.1109/TKDE.2017.2734661 https://www.wikidata.org/entity/Q114983381 db/journals/tkde/tkde29.html#BuddhikaMPP17

Thilina Buddhika Ryan Stern Kira Lindburg Kathleen Ericson Shrideep Pallickara Online Scheduling and Interference Alleviation for Low-Latency, High-Throughput Processing of Data Streams. 3553-3569 2017 28 IEEE Trans. Parallel Distributed Syst. 12 https://doi.org/10.1109/TPDS.2017.2723403 http://doi.ieeecomputersociety.org/10.1109/TPDS.2017.2723403 db/journals/tpds/tpds28.html#BuddhikaSLEP17

Thilina Buddhika Shrideep Pallickara NEPTUNE: Real Time Stream Processing for Internet of Things and Sensing Environments. 1143-1152 2016 IPDPS https://doi.org/10.1109/IPDPS.2016.43 https://doi.ieeecomputersociety.org/10.1109/IPDPS.2016.43 conf/ipps/2016 db/conf/ipps/ipdps2016.html#BuddhikaP16 Kevin Bruhwiler Walid Budgaga Kathleen Ericson Kira Lindburg Matthew Malensek Sangmi Lee Pallickara Shrideep Pallickara Daniel Rammer Indrakshi Ray Ryan Stern