I am currently pursuing PhD and the title of my thesis is 'A Cloud-Based Framework for Big Data Analytics'. The main objectives of this research work include -

  • Study existing big data tools and techniques, with specific focus on cloud-based technologies.
  • Explore real-world applications of big data analytics using cloud-based technologies and identify potential ‘big’ datasets.
  • Propose a technological framework for performing big data analytics in the cloud environment.
  • Implement big data stack over the cloud platform.
  • Implement data analytics techniques over specific datasets using base technologies and use the different components in an integrated format to support diverse analytical applications.

Publications_______________________________________________________________________

Journal Papers

Conference Papers (Presented)

  • Samiya Khan, Kashish A. Shakil, Mansaf Alam (2018), 'Cloud-Based Big Data Analytics – A Survey of Current Research and Future Directions', in Big Data Analytics, Proceedings of CSI 2015, Springer (AISC Book Series).. [Scopus]
  • Samiya Khan, Kashish A. Shakil, Mansaf Alam (2016), Educational Intelligence: Applying Cloud-based Big Data Analytics to the Indian Education Sector’ in the proceedings of IEEE International Conference on Contemporary Computing and Informatics 2016 (IC3I 2016). [Scopus]
  • Samiya Khan, Kashish A. Shakil, Syed Arshad Ali, Mansaf Alam (Accepted), ‘On designing a generic framework for Big Data-as-a-Service’. ICCMB 2018, Oxford, UK.
  • Kashish Ara Shakil, Mansaf Alam, Shabih Shakeel, Ari Ora and Samiya Khan, (Accepted), ‘Exploiting Data Reduction Principles in Cloud-Based Data Management for Cryo-Image Data’ ICCMB 2018, Oxford, UK.
  • Kashish A. Shakil, Samiya Khan, Shadma Anis, Mansaf Alam (2017), 'Dengue disease prediction using Weka data mining tool’ in the proceedings of IIRAJ International Conference (ICCI-SEM-2K17).

Book Chapters

Manuscripts Submitted for Review ___________________________________________________________

  • Samiya Khan, Kashish A. Shakil, Mansaf Alam (Under Review), ‘Big Data-Assisted, Outcome-Based Quality Assessment Framework for Higher Education Systems’ [Journal Paper]