Assistant Professor

Ms Anusha Nalajala

Department of Computer Science and Engineering

Interests

  • Distributed File Systems
  • Fog and Cloud Computing
  • Blockchain

Faculty Details

Education

2009

JNTU Kakinada (MLEC) Guntur
India

BTech

2014

JNTU Kakinada (NRIIT) Vijayawada
India

MTech

Experience

  • 2015-2018 – Assistant Professor – Andhra Loyola Institute of Engineering and Technology, Vijayawada.

    • Research Interest

  • Implementing machine learning-based caches for cloud storage systems
  • Prediction of frequent sequence access patterns of big data using deep learning techniques
  • Blockchain with IoT and Fog Computing environments.

    • Memberships

  • IEEE Member

    • Publications

    Journals:

  • Nalajala, Anusha, Thirumalaisamy Ragunathan, Ranesh Naha, Sudheer Kumar Battula "HRFP: Highly Relevant Frequent Patterns-Based Prefetching and Caching Algorithms for Distributed File Systems." Electronics 12.5 (2023): 1183.
  • Nalajala, Anusha, Thirumalaisamy Ragunathan, and Ranesh Naha. "Efficient Prefetching and Client-Side Caching Algorithms for Improving the Performance of Read Operations in Distributed File Systems." IEEE Access 10 (2022): 126232-126252.

    • Conferences:

  • Nalajala, Anusha, Thirumalaisamy Ragunathan, Rathnamma Gopisetty, and Vignesh Garrapally. "Rank-based prefetching and multi-level caching algorithms to improve the efficiency of read operations in distributed file systems." In Big Data Analytics: 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021, Proceedings 9, pp. 227-243. Springer International Publishing, 2021.
  • Nalajala, Anusha, Thirumalaisamy Ragunathan, Sri Harsha Tavidisetty Rajendra, Nagamlla Venkata Sai Nikhith, and Rathnamma Gopisetty. "Improving performance of distributed file system through frequent block access pattern-based prefetching algorithm." In 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2019.

    • Contact Details

    • E-mail id:anusha.n@srmap.edu.in
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