Research projects & supervision summary

Project Opportunities

Title: Scientific Data Management

Summary of opportunity:

This project will investigate ways to support the particular needs of different scientific data domains.

Opportunity synopsis:

Many scientific communities such as Life Sciences and Bioinformatics are producing enormous amounts of data which they need to share and process efficiently. Modern database systems provide extensible and algorithmic functionality such as the possibility to extend DBMSs with new specialised datatypes, and to implement algorithms and searches inside database systems as “stored procedures”. This project will investigate ways to use these features to support the particular needs of different scientific data domains. We have already several students investigating the use of in-DBMS processing for particular algorithms commonly used with bioinformatics data such as gene sequences.


----------Current Research Projects----------

Scalable main-memory databases

Interactive Data Analytics

RESEARCH PROJECTS & ACTIVITIES

  • RESEARCH-BASED DEGREE SUPERVISION
    A Comparative Study of Hadoop MapReduce, Apache Spark & Apache Flink for Data Science
  • RESEARCH-BASED DEGREE SUPERVISION
    Choosing read location: understanding and controlling the performance-staleness trade-off in primary backup data stores
  • RESEARCH-BASED DEGREE SUPERVISION
    Optimising Query Execution in NoSQL Databases: A Study of Mechanisms, Algorithms, and Performance
  • RESEARCH-BASED DEGREE SUPERVISION
    Techniques and Data Structures to Extend Database Management Systems into Genomics Platforms