Publications

My Google Scholar Profile (here)

DBLP (here)

Thesis

1. Dip Sankar Banerjee, Hybrid Multicore Algorithms for Some Semi-Numerical Problems and Graphs, Thesis submitted towards Doctor of Philosophy (PhD) at International Institute of Information Technology, Hyderabad. November 2014.

Journals

1. Umme Abiha, Saptarshi Mandal, and Dip Sankar Banerjee. "Demystifying Non-Invasive Approaches For Screening Jaundice in Low Resource Settings: A Review" at Frontiers in Pediatrics. (Accepted 2023)

2. Divyansh Maura, Tanmay Goel, Kaustav Goswami, Dip Sankar Banerjee, and Shirshendu Das. Variation Aware Power Management of GPU Memories. at Microprocessors and Microsystems (2023). https://doi.org/10.1016/j.micpro.2022.104711.

3. Manan Sharma, Shivam Tiwari, Gaurav Ruhela, Suchetana Chakraborty, and Dip Sankar Banerjee. Deep Unsupervised Methods towards Behavior Analysis in Ubiquitous Sensor Data. at Internet of Things (IoT)  (2021). https://doi.org/10.1016/j.iot.2021.100486

4. Kaustav Goswami, Dip Sankar Banerjee, and Shirshendu Das. Towards Enhanced System Efficiency While Mitigating Row Hammer at ACM Transactions on Architecture and Code Optimization (TACO) (2021). https://doi.org/10.1145/3458749

5. Sourish Gunesh Dhekane, Shivam Tiwari, Krishnam Vajra, and Dip Sankar Banerjee. Semi-Supervised Subject Recognition in Low Modal Sensor Data. at Ad Hoc Networks (2021) https://doi.org/10.1016/j.adhoc.2021.102472

6. Mridul Haque, Dip Sankar Banerjee. Accelerating Influence Maximization using Heterogeneous Algorithms, at The Journal of Supercomputing (2019). doi:10.1007/s11227-019-03061-8

7. Dip Sankar Banerjee, Meher Chaitanya, Ashutosh Kumar, Shashank Sharma, Kishore Kothapalli. Work Efficient Parallel Algorithms for Large Graph Exploration on Emerging Heterogeneous Architectures, at the Journal of Parallel and Distributed Computing (JPDC). (2015) doi:10.1016/j.jpdc.2014.11.006.

8. Dip Sankar Banerjee, Kishore Kothapalli. Comparison sorting on hybrid multicore architectures for fixed and variable length keys., at the International Journal of High Performance Computing Applications (IJHPCA).(2014). doi: 10.1177/1094342014526906.

International Conference

1. Shubhajit Sahu, Kishore Kothapalli, and Dip Sankar Banerjee. Shared-Memory Parallel Algorithms for Community Detection in Dynamic Graphs. at the 26th Workshop in Advances in Parallel and Distributed Computing Models (APDCM) workshop held in conjunction with 38th IEEE Parallel and Distributed Processing Symposium (IPDPS) 2024. [OUTSTANDING PAPER AWARD]

2. Shubhajit Sahu, Kishore Kothapalli, and Dip Sankar Banerjee. Shared-Memory Parallel Dynamic Louvain Algorithm for Community Detection. at the 38th IEEE Parallel and Distributed Processing Symposium (IPDPS) 2024.

3. Rishabh Shukla; Nipun Arora; Dip Sankar Banerjee. Voxelization of Moving Geometries on GPU. at 24th IEEE High Performance Computing and Communications (HPCC). Chengdu China. 2022.

4. Kaustav Goswami, Shirshendu Das, Sagar Satapathy and Dip Sankar Banerjee. A Case for Amplifying Row Hammer Attacks via Cell-Coupling in DRAM Devices.. to appear at  The International Symposium on Memory Systems (MEMSYS). December 2022.

5. Shubhajit Sahu, Kishore Kothapalli, Dip Sankar Banerjee. Dynamic Batch Parallel Algorithms for Updating Pagerank. in, Workshop on Parallel and Distributed Processing for Computaional Social Sciences (ParSocial) to be held in conjuction with 36th IEEE International Parallel and Distributed Processing Symposium (IPDPS). 2022.

6. Chirayu Hariyan, G Ramakrishna, Kishore Kothapalli, and Dip Sankar Banerjee. Shared-Memory Parallel Algorithms for Fully Dynamic Maintenance of 2-Connected Components. in 36th IEEE International Parallel and Distributed Processing Symposium (IPDPS). 2022

7. Divy Pandey, Saurabh Singh, Vishesh Mishra, Sagar Satapathy, Babita Jajodia, and Dip Sankar Banerjee. ART-MAC: an Approximate Rounding and Truncation Based Mac Unit for Fault-Tolerant Applications. at the IEEE Internationals Symposium on Circuits and Systems (ISCAS) 2022, Austin, Texas, USA. May 2022.

8. Sagar Satapathy, Vishesh Mishra, Divy Pandey, and Saurabh Singh, and Dip Sankar Banerjee. AxLEAP: Enabling Low-Power Approximations Through Unified Power Format. at the IEEE Internationals Symposium on Circuits and Systems (ISCAS) 2022, Austin, Texas, USA. May 2022.

9. Divy Pandey, Vishesh Mishra, Saurabh Singh, Sagar Satapathy, Babita Jajodia and Dip Sankar Banerjee. HPAM: An 8-bit High-Performance Approximate Multiplier Design for Error Resilient Applications. in the proceedings of the 23rd International Symposium on Quality Electronic Design (ISQED), 2022

10. Saurabh Singh, Vishesh Mishra, Sagar Satapathy, Divy Pandey, Kaustav Goswami, Dip Sankar Banerjee, and Babita Jajodia. EFCSA: An Efficient Carry Speculative Approximate Adder with Rectification. in the proceedings of the 23rdnd International Symposium on Quality Electronic Design (ISQED), 2022

11. Sourish Gunesh Dhekane; Shivam Tiwari; Manan Sharma; and Dip Sankar Banerjee. Enhanced Annotation Framework for Activity Recognition Through Change Point Detection. in the proceedings of 14th IEEE International Conference on COMmunication Systems; NETworkS (COMSNETS) (2022).

12. Alish Kanani, Rajat Bhattacharya, Dip Sankar Banerjee. ApproxBioWear:  Approximating  Additions  for  Efficient  Biomedical Wearable  Computing  at  the  Edge.  at 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). October 2021. Virtual Event.

13. Divy Pandey, Saurabh Singh, Vishesh Mishra, Sagar Satapathy, and Dip Sankar Banerjee. SAM: A Segmentation Based Approximate Multiplier for Error Tolerant Applications. to appear at the IEEE Internationals Symposium on Circuits and Systems (ISCAS) 2021, Daegu, Korea . May 2021.

14. Tanmay Goel, Divyansh Singh Maura, Kaustav Goswami, Shirsendu Das, and Dip Sankar Banerjee. Towards Row Sensitive DRAM Refresh through Retention Awareness. in the proceedings of the 22nd International Symposium on Quality Electronic Design (ISQED), 2021, Virtual Event, Santa Clara, California, USA.

15. Shobhit Belwal, Rajat Bhattacharya, Kaustav Goswami, and Dip Sankar Banerjee. ACLA: An Approximate Carry-Lookahead Adder with Intelligent Carry Judgement and Correction. in the proceedings oft the 22nd International Symposium on Quality Electronic Design (ISQED), 2021, Virtual Event, Santa Clara, California, USA.

16. Hemant Kumar Giri, Mridul Haque, and Dip Sankar Banerjee. HyPR: Hybrid Page Ranking on Evolving Graphs. in the proceedings of the 27th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC). December 2020 (Virtual Event).

17. Rajat Bhattacharya, Vishesh Mishra, Saurabh Singh, Kaustav Goswami and Dip Sankar Banerjee. An Approximate Carry Estimating Simultaneous Adder with Rectification. in the proceedings of the 30th ACM Great Lakes Symposium on VLSI (GLSVLSI), Beijing, China. September 2020 (Virtual Event). [BEST PAPER AWARD]

18. Sourish Dhekane, Krishnam Vajra, Dip Sankar Banerjee. Semi-supervised Subject Recognition through Pseudo Label Generation in Ubiquitous Sensor Data. in the proceedings of 12th International Conference on Communication Systems and Networks (COMSNETS). Bengaluru. January 2020. 

19. Manan Sharma, Shivam Tiwari, Suchetana Chakraborty, Dip Sankar Banerjee. Behavior Analysis through Routine Cluster Discovery in Ubiquitous Sensor Data. in the proceedings of 12th International Conference on Communication Systems and Networks (COMSNETS). Bengaluru. January 2020. 

20. Kaustav Goswami, Shirshendu Das, Hemanta Kumar Mondal, Dip Sankar Banerjee. State Preserving Dynamic DRAM Bank Re-configurations for Enhance Power Efficiency. In the proceedings of 20th International Conference on Quality Electronic Design (ISQED). Santa Clara, USA March 2019. 

21. Nilotpala Sarma, Suchetana Chakraborty, Dip Sankar Banerjee. Activity Recognition through Feature Learning and Annotations using LSTM. in the proceedings of 11th International Conference on Communication Systems and Networks (COMSNETS). Bengaluru. January 2019. 

22. Nilotpala Sarma, Suchetana Chakraborty, Dip Sankar Banerjee. Learning and Annotating Activities for Home Automation using LSTM. in the proceedings of 11th International Conference on Communication Systems and Networks (COMSNETS). Bengaluru. January 2019. [BEST PAPER AWARD]

23. Mridul Haque, Dip Sankar Banerjee. Enhancing Influence Maximization in Social Networks using Parallel Reverse Reachability Set Computations. in the proceedings of 11th International Conference on Contemporary Computing (IC3). August 2018. 

24. Mallipeddi Hardhik, Dip Sankar Banerjee, Kiran Raj Ramamoorthy, Kishore Kothapalli, and Kannan Srinathan, Nearly Balanced Work Partitioning for Heterogeneous Algorithms; to appear at the 46th International Conference on Parallel Processing (ICPP) to be held at Bristol, UK 14-17 August 2017.

25. Dip Sankar Banerjee, Khaled Hamidouche, Dhabaleswar K. Panda, Re-designing CNTK Deep Learning Framework on Modern GPU Enabled Clusters; at 8th IEEE International Conference on Cloud Computing Technology and Science (CloudCom) at Luxembourg 12-15 December 2016.

26. Ching-Hsiang Chu, Khaled Hamidouche, Akshay Venkatesh, Dip Sankar Banerjee, Hari Subramoni and Dhabaleswar Panda. Exploiting Maximal Overlap for Non-Contiguous Data Movement Processing on Modern GPU-enabled System, at International Parallel and Distributed Processing Symposium (IPDPS), 2016.

27. Dip Sankar Banerjee, Khaled Hamidouche, Dhableswar Panda. Designing High Performance Communication Runtime for GPU Managed Memory: Early Experiences,  at General Purpose GPU (GPGPU-9) to be held in conjunction with Principles and Practices of Parallel Programming (PPoPP), 2016.

28. Kiran Raj Ramamoorthy, Dip Sankar Banerjee, Kishore Kothapalli. A Novel Heterogeneous Algorithm for Multiplying Scale-Free Sparse Matrices, at The Workshop on Accelerators for Hybrid Multicore Systems (AsHES) held in conjunction with International Parallel and Distributed Processing Symposium (IPDPS), 2015.

29. Dip Sankar Banerjee, Shashank Sharma, Kishore Kothapalli. Work Efficient Parallel Algorithms for Large Graph Exploration, at The 20th Annual International Conference on High Performance Computing Conference (HiPC), December 18-21, 2013.

30. Dip Sankar Banerjee, Parikshit Sakurikar, Kishore Kothapalli. Fast Parallel Com- parison Sort for Hybrid Multicore Platforms, at The Workshop on Accelerators for Hybrid Multicore Systems (AsHES) held in conjunction with International Parallel and Distributed Processing Symposium (IPDPS), May 20-24, 2013.

31. Dip Sankar Banerjee, Kishore Kothapalli. An On Demand Fast Parallel Pseudo Random Number Generator with Applications, at The Workshop on Large Scale Parallel Processing (LSPP) held in conjunction with International Parallel and Distributed Processing Symposium (IPDPS), May 21-25, 2012.

32. Dip Sankar Banerjee, Kishore Kothapalli. Hybrid Algorithms for List Ranking and Graph Connected Components, at The 18th Annual International Conference on High Performance Computing Conference (HiPC), December 18-21, 2011.

Posters

1. Akanksha Dwivedi, Sameer Sharma, Dip Sankar Banerjee. Efficient Parallel Algorithms for Large Tree Contraction. at the Student Research Symposium of HiPC 2023.

2. Kaustav Goswami, Dip Sankar Banerjee. State Preserving Dynamic DRAM Bank Re-configurations for Enhance Power Efficiency. In Student Research Symposium of 25th International Conference on High Performance Computing, Data, and Analytics (HiPC). Bengaluru December 2018. [BEST POSTER AWARD]

3. Dip Sankar Banerjee, Kishore Kothapalli. Hybrid Pseudo Random Number Generator, poster at the 3rd IBM Collaborative Academia Research Exchange (I-CARE) workshop, October 13, 2011.

4. Dip Sankar Banerjee, Kishore Kothapalli, PJ Narayanan. Hybrid GPU Accelerated Parallel Connected Components, in The Proceedings of PhD Forum, The 12th International Conference on Distributed Computing and Networking (ICDCN), January 2-5, 2011. 

Unpublsihed Manuscripts

1. Kishore Kothapalli, Dip Sankar Banerjee, P. J. Narayanan, Surinder Sood, Aman Kumar Bahl, Shashank Sharma, Shrenik Lad, Krishna Kumar Singh, Kiran Kumar Matam, Sivara- makrishna Bharadwaj, Rohit Nigam, Parikshit Sakurikar, Aditya Deshpande, Ishan Misra, Siddharth Choudhary, Shubham Gupta. CPU and/or GPU: Revisiting the GPU Vs. CPU Myth, at CoRR abs/1303.2171 (2013).