Publications

Journals

Parallel Multicore Algorithms for Community Detection in Dynamic Graphs
Shubhajit Sahu, Kishore Kothapalli, and Dip Sankar Banerjee
International Journal of Networked Computing (Accepted 2024)

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

Variation Aware Power Management of GPU Memories
Divyansh Maura, Tanmay Goel, Kaustav Goswami, Dip Sankar Banerjee, and Shirshendu Das
Microprocessors and Microsystems (2023)

Deep Unsupervised Methods towards Behavior Analysis in Ubiquitous Sensor Data
Manan Sharma, Shivam Tiwari, Gaurav Ruhela, Suchetana Chakraborty, and Dip Sankar Banerjee
Internet of Things (IoT) (2021)

Towards Enhanced System Efficiency While Mitigating Row Hammer
Kaustav Goswami, Dip Sankar Banerjee, and Shirshendu Das
ACM Transactions on Architecture and Code Optimization (TACO) (2021)

Semi-Supervised Subject Recognition in Low Modal Sensor Data
Sourish Gunesh Dhekane, Shivam Tiwari, Krishnam Vajra, and Dip Sankar Banerjee
Ad Hoc Networks (2021)

Accelerating Influence Maximization using Heterogeneous Algorithms
Mridul Haque, Dip Sankar Banerjee
The Journal of Supercomputing (2019)

Work Efficient Parallel Algorithms for Large Graph Exploration on Emerging Heterogeneous Architectures
Dip Sankar Banerjee, Meher Chaitanya, Ashutosh Kumar, Shashank Sharma, Kishore Kothapalli
Journal of Parallel and Distributed Computing (JPDC) (2015)

Comparison Sorting on Hybrid Multicore Architectures for Fixed and Variable Length Keys
Dip Sankar Banerjee, Kishore Kothapalli
International Journal of High Performance Computing Applications (IJHPCA) (2014)

International Conference

High-Performance Implementation of Louvain Algorithm with Representational Optimizations
Shubhajit Sahu, Kishore Kothapalli, and Dip Sankar Banerjee
Complex Networks, Istanbul Turkey, (2024)

SideLink: Exposing NVLink to Covert and Side-Channel Attacks
Issa Baddour, Dip Sankar Banerjee, Somitra Kumar Sanadhya
14th International Conference on Security, Privacy and Applied Cryptographic Engineering (SPACE), Kerala, India, December 14-17, 2024

MST in Incremental Graphs Through Tree Contractions
Akanksha Dwivedi, Sameer Sharma, and Dip Sankar Banerjee
28th IEEE High Performance Extreme Computing (HPEC), Boston, USA 2024

GVE-LPA: Fast Label Propagation Algorithm (LPA) for Community Detection in the Shared Memory Setting
Shubhajit Sahu, Kishore Kothapalli, and Dip Sankar Banerjee
The Workshop on High-Performance eScience (HiPES) in conjunction with 30th International European Conference on Parallel and Distributed Computing (Euro-Par), 26 - 30 August 2024. Madrid, Spain

Voxelization of Moving Deformable Geometries on GPU
Ronith Kumar, Raman Deep, Nipun Arora, and Dip Sankar Banerjee
23rd International Symposium on Parallel and Distributed Computing (ISPDC). Chur, Switzerland. 2024

Fast Leiden Algorithm for Community Detection in the Shared Memory Setting
Shubhajit Sahu, Kishore Kothapalli, and Dip Sankar Banerjee
53rd International Conference on Parallel Processing (ICPP), Sweden 2024

Shared-Memory Parallel Algorithms for Community Detection in Dynamic Graphs
Shubhajit Sahu, Kishore Kothapalli, and Dip Sankar Banerjee
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]

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

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

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

Dynamic Batch Parallel Algorithms for Updating Pagerank
Shubhajit Sahu, Kishore Kothapalli, Dip Sankar Banerjee
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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Posters

Parallel Katz Centrality On Evolving Graphs
Dishit Sharma, Prajjwal Nijhara, Dip Sankar Banerjee
Poster at IEEE HiPC 2024 [BEST POSTER AWARD]

Impact of Constraint Modifications on the CRYSTALS-Kyber Hardware Design
Dixit Dutt Bohra, Dip Sankar Banerjee, Somitra Kumar Sanadhya
Poster at IEEE HiPC 2024

SimRank on Data Streams
Dhyan Yajnik, Huzefa Ayub Ansari, Prajjwal Nijhara, Dip Sankar Banerjee
At the Student Research Symposium of IEEE HiPC 2024

Efficient Parallel Algorithms For Exact SimRank Computations
Aditya Mundhara, Prajjwal Nijhara, Dip Sankar Banerjee
At the Student Research Symposium of IEEE HiPC 2024 [BEST LIGHTNING PRESENTATION AWARD]

Fast MIS on Incremental Graphs
Aditya Trivedi, Prajjwal Nijhara, Dip Sankar Banerjee
At the Student Research Symposium of IEEE HiPC 2024

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

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

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

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