CV
Michael Nelson, PhD
Summary
Currently employed at cotality. Full stack software engineer, researcher, and entrepreneur.
Education
- Ph.D in Computer Science2019University of Oklahoma
- M.S. in Computer Science2017University of Oklahoma
- B.S. in Computer Science2015University of Oklahoma
Publications
- On compressing massive streaming graphs with Quadtrees20152015 IEEE International Conference on Big Data (Big Data)This paper discusses compressing massive streaming graphs using Quadtrees.
- Exploiting topological structures for graph compression based on quadtrees20162016 Second International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN)This paper explores graph compression techniques leveraging topological structures and Quadtrees.
- Queryable compression on streaming social networks20172017 IEEE International Conference on Big Data (Big Data)This paper introduces queryable compression techniques for streaming social networks.
- Queryable Compression on Time-Evolving Social Networks with Streaming20182018 IEEE International Conference on Big Data (Big Data)This paper presents queryable compression methods for time-evolving social networks with streaming.
- Algorithms on Compressed Time-Evolving Graphs20192019 IEEE International Conference on Big Data (Big Data)This paper explores algorithms for compressed time-evolving graphs.
- Billion-Scale Matrix Compression and Multiplication with Implications in Data Mining20192018 IEEE International Conference on Information Reuse and Integration (IRI)This paper discusses billion-scale matrix compression and its applications in data mining.
- On Compressing Time-Evolving Networks2021ALLDATA 2021, The Seventh International Conference on Big Data, Small Data, Linked Data and Open DataThis paper investigates compression techniques for time-evolving networks.
- Queryable Compression on Time-evolving Web and Social Networks with Streaming2021ACM Transactions on the Web (ACM Trans. Web)This paper proposes a compressed data structure for time-evolving web and social networks, enabling efficient queries and streaming operations.
Projects
- Discord AI BotProjectsCurrently collaborating on a discord AI bot with some rich features only possible with the latest AI tools.
- Coding Interview PatternsProjectsMy implementations and critiques for the problems in the book Coding Interview Patterns by Alex Xu.
- System Design Interview Volume 2ProjectsMy implementations and critiques for the problems in the book System Design Interview Volume 2 by Alex Xu.
- System Design Interview Volume 1ProjectsMy implementations and critiques for the problems in the book System Design Interview Volume 1 by Alex Xu.