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Publications

Publications

  1. Saiyedul Islam, Navneet Goyal, Sundar Balasubramaniam, Poonam Goyal, Achal Agarwal, Kirti Singh Rathore, and Nischay Singh, "Rapid Prototyping of Hierarchical Agglomerative Clustering Algorithms for Distributed Systems", IEEE International Conference on Big Data (Big Data 2019), December 9-12, Los Angeles, USA. (Accepted)
  2. Saiyedul Islam, Sundar Balasubramaniam, Shruti Gupta, Poonam Goyal, Ankit Sultana, Lakshit Bhutani, Saurabh Raje, and Navneet Goyal, "A Rapid Prototyping Approach for High Performance Density-based Clustering", IEEE International Conference on Data Science and Advanced Analytics (DSAA 2019), October 5-8, Washington DC, USA. (In press)
  3. Aditya Sarma A S, Poonam Goyal, Sonal Kumari, Anand Wani, Jagat Sesh Challa, Saiyedul Islam, Navneet Goyal, "MuDBSCAN: An Exact Scalable  DBSCAN Algorithm for Big Data Exploiting Spatial Locality", In 2019 IEEE International Conference on Cluster Computing (IEEE Cluster 2019), Sep 22-26, Albuquerque, USA. (In press)
  4. Saiyedul Islam, Sundar Balasubramaniam, Shruti Gupta, Shikhar Brajesh, Rohan Badlani, Nitin Labhishetty, Abhinav Baid, Poonam Goyal, and Navneet Goyal, "Pattern based Automatic Parallelization of Representative-based Clustering Algorithms", IEEE International Conference on Data Science and Advanced Analytics (DSAA 2018), October 1-4, Turin, Italy. https://ieeexplore.ieee.org/document/8631424
  5. Saiyedul Islam, Sundar Balasubramaniam, Poonam Goyal, Mohit Sati, and Navneet Goyal, "A Domain Specific Language for Clustering", In proceedings of 13th International Conference on Distributed Computing and Internet Technology (ICDCIT 2017), January 13-16, Bhubaneswar, India, pp. 231-234. https://link.springer.com/chapter/10.1007/978-3-319-50472-8_19
  6. Navneet Goyal, Sundar Balasubramaniam, Poonam Goyal, Saiyedul Islam, and Mohit Sati, "A High Performance Computing Framework for Data Mining", In proceedings of  IEEE 23rd International Conference on High Performance Computing Workshops (HiPCW 2016), December 19-22, Hyderabad, India. DOI: 10.1109/HiPCW.2016.010 http://ieeexplore.ieee.org/document/7837043/
  7. Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal, Saiyedul Islam, and Jagat Sesh Challa. "Parallelizing OPTICS for Commodity Clusters". In Proceedings of the 2015 International Conference on Distributed Computing and Networking (ICDCN '15). ACM, New York, NY, USA, , Article 33 , 10 pages. DOI=10.1145/2684464.2684477 http://doi.acm.org/10.1145/2684464.2684477 
  8. Saiyedul Islam, Raghav Tandon, Shashank Singh, and Alok Misra. "A Highly Scalable Solution of an NP-Complete Problem Using CUDA". In Proceedings of the 2011 Sixth International Symposium on Parallel Computing in Electrical Engineering (PARELEC '11). IEEE Computer Society, Washington, DC, USA, 93-98. DOI=10.1109/PARELEC.2011.12 http://ieeexplore.ieee.org/document/5770408/

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