Pankaj Deep Kaur

Work place: Guru nanak Dev University Reg Campus,Jalandhar/CSE, India

E-mail: pankajdeepkaur@gmail.com

Website:

Research Interests: Autonomic Computing, Computer Architecture and Organization, Data Structures and Algorithms

Biography

Dr. Pankaj Deep Kaur is working as an Assistant Professor in the Department of Computer Science and Engineering, Guru Nanak Dev University, RC, Jalandhar, India. She received her Bachelor’s Degree in Computer Applications (2000) and Master’s Degree in Information Technology (2003) from Guru Nanak Dev University, Amritsar, India. She completed her Ph.D. in Resource Scheduling in Cloud Computing from Thapar University, Patiala (2014) and has over ten years of teaching and research experience. She has been a university position holder in her graduation studies and received Gold Medal for her excellent performance in her Post Graduation studies. She is a recipient of Junior Research Fellowship from Ministry of Human Resource and Development, Govt. of India. Her research interests include Cloud Computing and Big data.

Author Articles
Performance Analysis in Bigdata

By Pankaj Deep Kaur Amneet Kaur Sandeep Kaur

DOI: https://doi.org/10.5815/ijitcs.2015.11.07, Pub. Date: 8 Oct. 2015

Big data technologies like Hadoop, NoSQL, Messaging Queues etc. helps in BigData analytics, drive business growth and to take right decisions in time. These Big Data environments are very dynamic and complex; they require performance validation, root cause analysis, and tuning to ensure success. In this paper we talk about how we can analyse and test the performance of these systems. We present the important factors in a big data that are primary candidates for performance testing like data ingestion capacity and throughput, data processing capacity, simulation of expected usage, map reduce jobs and so on and suggest measures to improve performance of bigdata.

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