Matthew Malensek

30 papers C 2Misc 4Journal 16Unranked 8
YearRankTypeTitle / Venue / Authors
2023 — conf
Acknowledging Inequities in Tech through a Community-Engaged Learning course.
SIGCSE (2)
Alark Joshi, Sophie Engle, Matthew Malensek, Chris Brooks, Xornam S. Apedoe, Star Moore
2022 J jnl
Enabling Fast Exploratory Analyses Over Voluminous Spatiotemporal Data Using Analytical Engines.
IEEE Trans. Big Data
Daniel Rammer, Thilina Buddhika, Matthew Malensek, Shrideep Pallickara, Sangmi Lee Pallickara
2021 J jnl
Living on the Edge: Data Transmission, Storage, and Analytics in Continuous Sensing Environments.
ACM Trans. Internet Things
Thilina Buddhika, Matthew Malensek, Shrideep Pallickara, Sangmi Lee Pallickara
2020 C conf
AGAMI: Scalable Visual Analytics over Multidimensional Data Streams.
BDCAT
Mingxin Lu, Edmund Wong, Daniel J. Barajas, Xiaochen Li, Mosopefoluwa Ogundipe, Nate Wilson, Pragya Garg, Alark Joshi, Matthew Malensek
2020 C conf
Concerto: Leveraging Ensembles for Timely, Accurate Model Training Over Voluminous Datasets.
BDCAT
Walid Budgaga, Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2019 J jnl
Scalable network analytics for characterization of outbreak influence in voluminous epidemiology datasets.
Concurr. Comput. Pract. Exp.
Naman Shah, Matthew Malensek, Harshil Shah, Shrideep Pallickara, Sangmi Lee Pallickara
2019 J jnl
Trident: Distributed Storage, Analysis, and Exploration of Multidimensional Phenomena.
IEEE Trans. Big Data
Matthew Malensek, Walid Budgaga, Ryan Stern, Shrideep Pallickara, Sangmi Lee Pallickara
2017 J jnl
A framework for scalable real-time anomaly detection over voluminous, geospatial data streams.
Concurr. Comput. Pract. Exp.
Walid Budgaga, Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2017 J jnl
Fast, Ad Hoc Query Evaluations over Multidimensional Geospatial Datasets.
IEEE Trans. Cloud Comput.
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2017 J jnl
HERMES: Federating Fog and Cloud Domains to Support Query Evaluations in Continuous Sensing Environments.
IEEE Cloud Comput.
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2017 J jnl
Synopsis: A Distributed Sketch over Voluminous Spatiotemporal Observational Streams.
IEEE Trans. Knowl. Data Eng.
Thilina Buddhika, Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2016 J jnl
A scalable framework for continuous query evaluations over multidimensional, scientific datasets.
Concurr. Comput. Pract. Exp.
Cameron Tolooee, Matthew Malensek, Sangmi Lee Pallickara
2016 J jnl
Analytic Queries over Geospatial Time-Series Data Using Distributed Hash Tables.
IEEE Trans. Knowl. Data Eng.
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2016 J jnl
Autonomous Cloud Federation for High-Throughput Queries over Voluminous Datasets.
IEEE Cloud Comput.
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2016 J jnl
Minerva: Proactive Disk Scheduling for QoS in Multitier, Multitenant Cloud Environments.
IEEE Internet Comput.
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2016 — conf
Network analysis for identifying and characterizing disease outbreak influence from voluminous epidemiology data.
IEEE BigData
Naman Shah, Harshil Shah, Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2016 J jnl
Predictive analytics using statistical, learning, and ensemble methods to support real-time exploration of discrete event simulations.
Future Gener. Comput. Syst.
Walid Budgaga, Matthew Malensek, Sangmi Lee Pallickara, Neil Harvey, F. Jay Breidt, Shrideep Pallickara
2015 — conf
Alleviation of Disk I/O Contention in Virtualized Settings for Data-Intensive Computing.
BDC
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2015 J jnl
Autonomous Orchestration of Distributed Discrete Event Simulations in the Presence of Resource Uncertainty.
ACM Trans. Auton. Adapt. Syst.
Zhiquan Sui, Matthew Malensek, Neil Harvey, Shrideep Pallickara
2014 — conf
A Framework for Managing Continuous Query Evaluations over Voluminous, Multidimensional Datasets.
ICCAC
Cameron Tolooee, Matthew Malensek, Sangmi Lee Pallickara
2014 J jnl
Evaluating Geospatial Geometry and Proximity Queries Using Distributed Hash Tables.
Comput. Sci. Eng.
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2014 — conf
GeoLens: Enabling Interactive Visual Analytics over Large-Scale, Multidimensional Geospatial Datasets.
BDC
Jared Koontz, Matthew Malensek, Sangmi Lee Pallickara
2014 Misc conf
Using Distributed Analytics to Enable Real-Time Exploration of Discrete Event Simulations.
UCC
Matthew Malensek, Walid Budgaga, Sangmi Lee Pallickara, Neil Harvey, F. Jay Breidt, Shrideep Pallickara
2013 — conf
Autonomous, failure-resilient orchestration of distributed discrete event simulations.
CAC
Matthew Malensek, Zhiquan Sui, Neil Harvey, Shrideep Pallickara
2013 — conf
Autonomously improving query evaluations over multidimensional data in distributed hash tables.
CAC
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2013 J jnl
Exploiting geospatial and chronological characteristics in data streams to enable efficient storage and retrievals.
Future Gener. Comput. Syst.
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2013 Misc conf
Polygon-Based Query Evaluation over Geospatial Data Using Distributed Hash Tables.
UCC
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2012 Misc conf
Expressive Query Support for Multidimensional Data in Distributed Hash Tables.
UCC
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
2011 — conf
Enabling access to timeseries, geospatial data for on-demand visualization.
LDAV
Sangmi Lee Pallickara, Matthew Malensek, Shrideep Pallickara
2011 Misc conf
Galileo: A Framework for Distributed Storage of High-Throughput Data Streams.
UCC
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara