Sofiya is a ...

I'm a recent graduate from Brandeis University, where I majored in computer science and minored in physics. Currently, I am working as a software engineer at edX, where I mainly write Python code.

Links

Projects

    Senior thesis: “Clouds That Think: Applications of Machine Learning Techniques for Elastic Databases". pdf
    For more, see the projects page of this website.

Publications

    Ryan Marcus, Olga Papaemmanouil, Sofiya Semenova, and Solomon Garber. "NashDB: An Economic Approach to Fragmentation, Replication and Provisioning for Elastic Databases." 37th ACM Special Interest Group in Data Management 2018. (SIGMOD 2018) pdf
    Ryan Marcus, Sofiya Semenova, and Olga Papaemmanouil. “A Learning-based Service for Cost and Performance Management of Cloud Databases (Demonstration).” IEEE International Conference on Data Engineering (ICDE) 2017. (ICDE 2017) pdf
(Thanks Ryan! 🙄)