Matthew Malensek

Predictive analytics using statistical, learning, and ensemble methods to support real-time exploration of discrete event simulations

Walid Budgaga, Matthew Malensek, Sangmi Lee Pallickara et al. · Future Generation Computer Systems · 2015 · 39 citations

Simulation Methodology, Engineering, Real-time Decision-making +13

Exploiting geospatial and chronological characteristics in data streams to enable efficient storage and retrievals

Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara · Future Generation Computer Systems · 2012 · 29 citations

Data Modeling, Data Stream, Engineering +14

Polygon-Based Query Evaluation over Geospatial Data Using Distributed Hash Tables

Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara · 2013 · 24 citations

Cluster Computing, Engineering, Geographic Information Retrieval +22

Galileo: A Framework for Distributed Storage of High-Throughput Data Streams

Matthew Malensek, Sangmi Lee Pallickara, Sangmi Lee Pallickara · 2011 · 21 citations

Cluster Computing, Engineering, Data Streaming Architecture +18

Synopsis: A Distributed Sketch over Voluminous Spatiotemporal Observational Streams

Thilina Buddhika, Matthew Malensek, Sangmi Lee Pallickara et al. · IEEE Transactions on Knowledge and Data Engineering · 2017 · 21 citations

Cluster Computing, Engineering, Data Streaming Architecture +18