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Matthew Malensek

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2020 – today

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2023
[c14]
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  - conf/sigcse/JoshiEMBAM23
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Alark Joshi, Sophie Engle, Matthew Malensek, Chris Brooks, Xornam S. Apedoe, Star Moore:
Acknowledging Inequities in Tech through a Community-Engaged Learning course. SIGCSE (2) 2023: 1288
2022
[j16]
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  - journals/tbd/RammerBMPP22
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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): 213-228 (2022)
2021
[j15]
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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): 16:1-16:31 (2021)
2020
[c13]
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Mingxin Lu, Edmund Wong, Daniel J. Barajas, Xiaochen Li, Mosopefoluwa Ogundipe, Nate Wilson, Pragya Garg, Alark Joshi, Matthew Malensek:
AGAMI: Scalable Visual Analytics over Multidimensional Data Streams. BDCAT 2020: 57-66
[c12]
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Walid Budgaga, Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
Concerto: Leveraging Ensembles for Timely, Accurate Model Training Over Voluminous Datasets. BDCAT 2020: 106-115

2010 – 2019

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2019
[j14]
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Naman Shah, Matthew Malensek, Harshil Shah, Shrideep Pallickara, Sangmi Lee Pallickara:
Scalable network analytics for characterization of outbreak influence in voluminous epidemiology datasets. Concurr. Comput. Pract. Exp. 31(7) (2019)
[j13]
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Matthew Malensek, Walid Budgaga, Ryan Stern, Shrideep Pallickara, Sangmi Lee Pallickara:
Trident: Distributed Storage, Analysis, and Exploration of Multidimensional Phenomena. IEEE Trans. Big Data 5(2): 252-265 (2019)
2017
[j12]
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  - journals/cloudcomp/MalensekPP17
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Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
HERMES: Federating Fog and Cloud Domains to Support Query Evaluations in Continuous Sensing Environments. IEEE Cloud Comput. 4(2): 54-62 (2017)
[j11]
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Walid Budgaga, Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
A framework for scalable real-time anomaly detection over voluminous, geospatial data streams. Concurr. Comput. Pract. Exp. 29(12) (2017)
[j10]
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Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
Fast, Ad Hoc Query Evaluations over Multidimensional Geospatial Datasets. IEEE Trans. Cloud Comput. 5(1): 28-42 (2017)
[j9]
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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): 2552-2566 (2017)
2016
[j8]
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Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
Autonomous Cloud Federation for High-Throughput Queries over Voluminous Datasets. IEEE Cloud Comput. 3(3): 40-49 (2016)
[j7]
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Cameron Tolooee, Matthew Malensek, Sangmi Lee Pallickara:
A scalable framework for continuous query evaluations over multidimensional, scientific datasets. Concurr. Comput. Pract. Exp. 28(8): 2546-2563 (2016)
[j6]
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Walid Budgaga, Matthew Malensek, Sangmi Lee Pallickara, Neil Harvey, F. Jay Breidt, Shrideep Pallickara:
Predictive analytics using statistical, learning, and ensemble methods to support real-time exploration of discrete event simulations. Future Gener. Comput. Syst. 56: 360-374 (2016)
[j5]
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Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
Minerva: Proactive Disk Scheduling for QoS in Multitier, Multitenant Cloud Environments. IEEE Internet Comput. 20(3): 19-27 (2016)
[j4]
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Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
Analytic Queries over Geospatial Time-Series Data Using Distributed Hash Tables. IEEE Trans. Knowl. Data Eng. 28(6): 1408-1422 (2016)
[c11]
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Naman Shah, Harshil Shah, Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
Network analysis for identifying and characterizing disease outbreak influence from voluminous epidemiology data. IEEE BigData 2016: 1222-1231
2015
[j3]
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Zhiquan Sui, Matthew Malensek, Neil Harvey, Shrideep Pallickara:
Autonomous Orchestration of Distributed Discrete Event Simulations in the Presence of Resource Uncertainty. ACM Trans. Auton. Adapt. Syst. 10(3): 18:1-18:20 (2015)
[c10]
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Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
Alleviation of Disk I/O Contention in Virtualized Settings for Data-Intensive Computing. BDC 2015: 1-10
2014
[j2]
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Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
Evaluating Geospatial Geometry and Proximity Queries Using Distributed Hash Tables. Comput. Sci. Eng. 16(4): 53-61 (2014)
[c9]
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  - conf/bdc/KoontzMP14
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Jared Koontz, Matthew Malensek, Sangmi Lee Pallickara:
GeoLens: Enabling Interactive Visual Analytics over Large-Scale, Multidimensional Geospatial Datasets. BDC 2014: 35-44
[c8]
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Cameron Tolooee, Matthew Malensek, Sangmi Lee Pallickara:
A Framework for Managing Continuous Query Evaluations over Voluminous, Multidimensional Datasets. ICCAC 2014: 73-82
[c7]
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Matthew Malensek, Walid Budgaga, Sangmi Lee Pallickara, Neil Harvey, F. Jay Breidt, Shrideep Pallickara:
Using Distributed Analytics to Enable Real-Time Exploration of Discrete Event Simulations. UCC 2014: 49-58
2013
[j1]
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Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
Exploiting geospatial and chronological characteristics in data streams to enable efficient storage and retrievals. Future Gener. Comput. Syst. 29(4): 1049-1061 (2013)
[c6]
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Matthew Malensek, Zhiquan Sui, Neil Harvey, Shrideep Pallickara:
Autonomous, failure-resilient orchestration of distributed discrete event simulations. CAC 2013: 3:1-3:10
[c5]
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Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
Autonomously improving query evaluations over multidimensional data in distributed hash tables. CAC 2013: 15:1-15:10
[c4]
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Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
Polygon-Based Query Evaluation over Geospatial Data Using Distributed Hash Tables. UCC 2013: 219-226
2012
[c3]
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Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
Expressive Query Support for Multidimensional Data in Distributed Hash Tables. UCC 2012: 31-38
2011
[c2]
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  - conf/ldav/PallickaraMP11
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Sangmi Lee Pallickara, Matthew Malensek, Shrideep Pallickara:
Enabling access to timeseries, geospatial data for on-demand visualization. LDAV 2011: 141-142
[c1]
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Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
Galileo: A Framework for Distributed Storage of High-Throughput Data Streams. UCC 2011: 17-24

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