On Indexing Multi-Valued Fields in AsterixDB
01 Jun 2021
This thesis details the steps taken to realize multi-valued indexes in AsterixDB, a big data management system with a structured query language operating over a collection of documents.
An Experimental Survey of Evaluation Strategies for Constellation Queries
23 Jul 2019
Experiment-based characterization of five different approaches to the lost-in-space star tracking problem in the context of a new general framework.
Efficient Parameter Estimation for Human Microsatellite Mutation
04 Jan 2019
Efficiently estimating the parameters of a human microsatellite mutation model with an ABC-MCMC approach.
Human Microsatellite Mutation
Markov Chain Monte Carlo (MCMC)
Approximate Bayesian Computation (ABC)
Empirical Analysis of Common Subgraph Isomorphism Approaches to the Lost-in-Space Star Identification Problem
27 Aug 2018
Analysis of various constellation queries for lost-in-space attitude determination.
Stellar Based Attitude Determination
When Zombies Attack! : Mathematical Modeling of an Outbreak Zombie Infection
23 Jun 2018
Replication of SIR-based zombie outbreak modeling paper and analysis of a new permanent eradication model.
Ordinary Differential Equations (ODE)
An Empirical Evaluation of Neo4J and Apache Cassandra for Astronomical Spatial Queries
18 Jun 2018
Runtime comparisons of various star queries between a distributed graph database and a distributed column store database.
Neo4J Graph Database
Apache Cassandra Column Store