Matthew Malensek

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 19

Top Topics

Wavelet Synopses

Crisis Response

Geospatial Data

Top Venues

Concurr. Comput. Pract. Exp.

Future Gener. Comput. Syst.

IEEE Cloud Comput.

Publications

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)
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, 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)
Mingxin Lu, Edmund Wong, Daniel Barajas, Xiaochen Li, Mosopefoluwa Ogundipe, Nate Wilson, Pragya Garg, Alark Joshi, Matthew Malensek
AGAMI: Scalable Visual Analytics over Multidimensional Data Streams. BDCAT (2020)
Walid Budgaga, Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Concerto: Leveraging Ensembles for Timely, Accurate Model Training Over Voluminous Datasets. BDCAT (2020)
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)
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) (2019)
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)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Fast, Ad Hoc Query Evaluations over Multidimensional Geospatial Datasets. IEEE Trans. Cloud Comput. 5 (1) (2017)
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)
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) (2017)
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)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Autonomous Cloud Federation for High-Throughput Queries over Voluminous Datasets. IEEE Cloud Comput. 3 (3) (2016)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Minerva: Proactive Disk Scheduling for QoS in Multitier, Multitenant Cloud Environments. IEEE Internet Comput. 20 (3) (2016)
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) (2016)
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 (2016)
Cameron Tolooee, Matthew Malensek, Sangmi Lee Pallickara
A scalable framework for continuous query evaluations over multidimensional, scientific datasets. Concurr. Comput. Pract. Exp. 28 (8) (2016)
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) (2015)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Alleviation of Disk I/O Contention in Virtualized Settings for Data-Intensive Computing. BDC (2015)
Jared Koontz, Matthew Malensek, Sangmi Lee Pallickara
GeoLens: Enabling Interactive Visual Analytics over Large-Scale, Multidimensional Geospatial Datasets. BDC (2014)
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)
Cameron Tolooee, Matthew Malensek, Sangmi Lee Pallickara
A Framework for Managing Continuous Query Evaluations over Voluminous, Multidimensional Datasets. ICCAC (2014)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Evaluating Geospatial Geometry and Proximity Queries Using Distributed Hash Tables. Comput. Sci. Eng. 16 (4) (2014)
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) (2013)
Matthew Malensek, Zhiquan Sui, Neil Harvey, Shrideep Pallickara
Autonomous, failure-resilient orchestration of distributed discrete event simulations. CAC (2013)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Polygon-Based Query Evaluation over Geospatial Data Using Distributed Hash Tables. UCC (2013)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Autonomously improving query evaluations over multidimensional data in distributed hash tables. CAC (2013)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Expressive Query Support for Multidimensional Data in Distributed Hash Tables. UCC (2012)
Sangmi Lee Pallickara, Matthew Malensek, Shrideep Pallickara
Enabling access to timeseries, geospatial data for on-demand visualization. LDAV (2011)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Galileo: A Framework for Distributed Storage of High-Throughput Data Streams. UCC (2011)