Santonu Sarkar

According to our database, Santonu Sarkar authored at least 100 papers between 1991 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

quantile-Long Short Term Memory: A Robust, Time Series Anomaly Detection Method.

Snehanshu Saha, Jyotirmoy Sarkar, Soma S. Dhavala, Preyank Mota, Santonu Sarkar

IEEE Trans. Artif. Intell., August, 2024

Can Tree Based Approaches Surpass Deep Learning in Anomaly Detection? A Benchmarking Study.

Santonu Sarkar, Shanay Mehta, Nicole Fernandes, Jyotirmoy Sarkar, Snehanshu Saha

CoRR, 2024

2024 IEEE International Conference on Cloud Computing, Message from the Chairs.

Tevfik Kosar, Krishnan Venkateswaran, Shangguang Wang, Seetharami Seelam, Santonu Sarkar, Xuanzhe Liu

Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

2023

Program Analysis and Machine Learning-based Approach to Predict Power Consumption of CUDA Kernel.

Gargi Alavani, Jineet Desai, Snehanshu Saha, Santonu Sarkar

ACM Trans. Model. Perform. Evaluation Comput. Syst., December, 2023

Efficient anomaly identification in temporal and non-temporal industrial data using tree based approaches.

Jyotirmoy Sarkar, Snehanshu Saha, Santonu Sarkar

Appl. Intell., April, 2023

Prediction of Performance and Power Consumption of GPGPU Applications.

Gargi Alavani, Santonu Sarkar

CoRR, 2023

Quantile LSTM: A Robust LSTM for Anomaly Detection In Time Series Data.

Snehanshu Saha, Jyotirmoy Sarkar, Soma S. Dhavala, Santonu Sarkar, Preyank Mota

CoRR, 2023

Inspect-GPU: A Software to Evaluate Performance Characteristics of CUDA Kernels Using Microbenchmarks and Regression Models.

Gargi Alavani, Santonu Sarkar

Proceedings of the 18th International Conference on Software Technologies, 2023

Data Flow as Code: Managing Data Flow in an Industrial Hierarchical Edge Network.

Madapu Amarlingam, AVSK Harish, Santonu Sarkar, Jan Christoph Schlake

Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

2022

Architecture of a time-sensitive provisioning system for cloud-native software.

Sreekrishnan Venkateswaran, Adwait Bauskar, Santonu Sarkar

Softw. Pract. Exp., 2022

Performance modeling of graphics processing unit application using static and dynamic analysis.

Gargi Alavani, Santonu Sarkar

Concurr. Comput. Pract. Exp., 2022

Design of a Validator for Module Type Packages.

Santonu Sarkar, Katharina Stark, Mario Hoernicke

Proceedings of the IECON 2022, 2022

Modeling Error Propagation in a Modular Plant.

Santonu Sarkar, Nicolai Schoch, Mario Hoernicke

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

2021

Fitness-Aware Containerization Service Leveraging Machine Learning.

Sreekrishnan Venkateswaran, Santonu Sarkar

IEEE Trans. Serv. Comput., 2021

Understanding the Inter-Domain Presence of Research Topics in the Computing Discipline.

Subhajit Datta, Rumana Lakdawala, Santonu Sarkar

IEEE Trans. Emerg. Top. Comput., 2021

Postulating Exoplanetary Habitability via a Novel Anomaly Detection Method.

Jyotirmoy Sarkar, Kartik Bhatia, Snehanshu Saha, Margarita Safonova, Santonu Sarkar

CoRR, 2021

GPPT: A Power Prediction Tool for CUDA Applications.

Gargi Alavani, Jineet Desai, Santonu Sarkar

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Identification of Modules from Graphical Control Specification.

Santonu Sarkar

Proceedings of the IECON 2021, 2021

d-BTAI: The Dynamic-Binary Tree Based Anomaly Identification Algorithm for Industrial Systems.

Jyotirmoy Sarkar, Santonu Sarkar, Snehanshu Saha, Swagatam Das

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021

Clustering, Separation, and Connection: A Tale of Three Characteristics.

Subhajit Datta, Aniruddha Mysore, Haziqshah Wira, Santonu Sarkar

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2021

Automatic Control Code Generation from SAMA Specification.

Santonu Sarkar, Chandrika K. R.

Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

2020

Assessing Invariant Mining Techniques for Cloud-Based Utility Computing Systems.

Antonio Pecchia, Stefano Russo, Santonu Sarkar

IEEE Trans. Serv. Comput., 2020

Analysis, Evaluation, and Assessment for Containerizing an Industry Automation Software.

Santonu Sarkar, P. P. Abdulla, Srini Ramaswamy

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Analyzing Risky Behavior in Traffic Accidents.

Mayank Chaudhari, Santonu Sarkar, Divyasheel Sharma

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A New Paradigm of Cloud Brokerage.

Sreekrishnan Venkateswaran, Santonu Sarkar

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

An Approach to Estimate Power Consumption of a CUDA Kernel.

Gargi Alavani, Jineet Desai, Santonu Sarkar

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

A Report on the First Workshop on Software Engineering for Artificial Intelligence (SE4AI 2020).

Soumyadip Bandyopadhyay, Rohan Mukherjee, Santonu Sarkar

Proceedings of the ISEC 2020: 13th Innovations in Software Engineering Conference, 2020

Translation Validation of Loop involving Code Optimizing Transformations using Petri Net based Models of Programs.

Rakshit Mittal, Rochisnu Banerjee, Santonu Sarkar, Soumyadip Bandyopadhyay

Proceedings of the International Workshop on Petri Nets and Software Engineering co-located with 41st International Conference on Application and Theory of Petri Nets and Concurrency (PETRI NETS 2020), 2020

2019

Improving Safety in Collaborative Robot Tasks.

Avijit Mandal, Divyasheel Sharma, Mohak Sukhwani, Raoul Jetley, Santonu Sarkar

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

ThrustHetero: A Framework to Simplify Heterogeneous Computing Platform Programming using Design Abstraction.

Ajai V. George, Sankar Manoj, Santonu Sarkar

Proceedings of the 12th Innovations on Software Engineering Conference (formerly known as India Software Engineering Conference), 2019

Time-Sensitive Provisioning of Bare Metal Compute as a Cloud Service.

Sreekrishnan Venkateswaran, Santonu Sarkar

Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018

Architectural partitioning and deployment modeling on hybrid clouds.

Sreekrishnan Venkateswaran, Santonu Sarkar

Softw. Pract. Exp., 2018

Optimizing MapReduce for energy efficiency.

Nidhi Tiwari, Umesh Bellur, Santonu Sarkar, Maria Indrawan

Softw. Pract. Exp., 2018

Thrust2D: A new design abstraction framework for structured grid class of algorithms.

Santonu Sarkar, Ajai V. George, Sankar Manoj

Concurr. Comput. Pract. Exp., 2018

Best-Fit Containerization as a Brokered Service.

Santonu Sarkar, Sreekrishnan Venkateswaran

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Predicting Execution Time of CUDA Kernel Using Static Analysis.

Gargi Alavani, Kajal Varma, Santonu Sarkar

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Analysis of GPGPU Programs for Data-race and Barrier Divergence.

Santonu Sarkar, Prateek Kandelwal, Soumyadip Bandyopadhyay, Holger Giese

Proceedings of the 13th International Conference on Software Technologies, 2018

Towards Transforming an Industrial Automation System from Monolithic to Microservices.

Santonu Sarkar, Gloria Vashi, P. P. Abdulla

Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Modeling Operational Fairness of Hybrid Cloud Brokerage.

Sreekrishnan Venkateswaran, Santonu Sarkar

Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

2017

Analysis and Diagnosis of SLA Violations in a Production SaaS Cloud.

Catello Di Martino, Santonu Sarkar, Rajeshwari Ganesan, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

IEEE Trans. Reliab., 2017

How Easy it is to Write Software for Heterogeneous Systems?

Santonu Sarkar, Gargi Alavani

ACM SIGSOFT Softw. Eng. Notes, 2017

Predicting the Impact of Software Engineering Topics: An Empirical Study.

Santonu Sarkar, Rumana Lakdawala, Subhajit Datta

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

An End-to-end Formal Verifier for Parallel Programs.

Soumyadip Bandyopadhyay, Santonu Sarkar, Kunal Banerjee

Proceedings of the 12th International Conference on Software Technologies, 2017

An Empirical Evaluation of Design Abstraction and Performance of Thrust Framework.

Ajai V. George, Sankar Manoj, Sanket Rajan Gupte, Santonu Sarkar

Proceedings of the 46th International Conference on Parallel Processing Workshops, 2017

How Effective is Design Abstraction in Thrust?: An Empirical Evaluation.

Ajai V. George, Sankar Manoj, Sanket R. Gupte, Santonu Sarkar

Proceedings of the 2017 Workshop on Software Engineering Methods for Parallel and High Performance Applications, 2017

Thrust++: Extending Thrust Framework for Better Abstraction and Performance.

Ajai V. George, Sankar Manoj, Sanket R. Gupte, Sayantan Mitra, Santonu Sarkar

Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017

Uptime-Optimized Cloud Architecture as a Brokered Service.

Sreekrishnan Venkateswaran, Santonu Sarkar

Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2017

SamaTulyata: An Efficient Path Based Equivalence Checking Tool.

Soumyadip Bandyopadhyay, Santonu Sarkar, Dipankar Sarkar, Chittaranjan A. Mandal

Proceedings of the Automated Technology for Verification and Analysis, 2017

2016

How Long Will This Live? Discovering the Lifespans of Software Engineering Ideas.

Subhajit Datta, Santonu Sarkar, A. S. M. Sajeev

IEEE Trans. Big Data, 2016

Data-race detection: the missing piece for an end-to-end semantic equivalence checker for parallelizing transformations of array-intensive programs.

Kunal Banerjee, Soumyadip Banerjee, Santonu Sarkar

Proceedings of the 3rd ACM SIGPLAN International Workshop on Libraries, 2016

Identification of critical parameters for MapReduce energy efficiency using statistical Design of Experiments.

Nidhi Tiwari, Umesh Bellur, Santonu Sarkar, Maria Indrawan

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Unified power and energy measurement API for HPC co-processors.

Mohak Chadha, Abhishek Srivastava, Santonu Sarkar

Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

CPU Frequency Tuning to Improve Energy Efficiency of MapReduce Systems.

Nidhi Tiwari, Umesh Bellur, Santonu Sarkar, Maria Indrawan

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

Developer Productivity in HPC Application Development: An Overview of Recent Techniques.

Santonu Sarkar

Proceedings of the ACM Workshop on Software Engineering Methods for Parallel and High Performance Applications, Kyoto, Japan, May 31, 2016

2015

Classification Framework of MapReduce Scheduling Algorithms.

Nidhi Tiwari, Santonu Sarkar, Umesh Bellur, Maria Indrawan

ACM Comput. Surv., 2015

Secure the Cloud: From the Perspective of a Service-Oriented Organization.

Arpan Roy, Santonu Sarkar, Rajeshwari Ganesan, Geetika Goel

ACM Comput. Surv., 2015

Discovering the Rise and Fall of Software Engineering Ideas from Scholarly Publication Data.

Subhajit Datta, Santonu Sarkar, A. S. M. Sajeev, Nishant Kumar

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

A Profile Guided Approach to Optimize Branch Divergence While Transforming Applications for GPUs.

Santonu Sarkar, Sayantan Mitra

Proceedings of the 8th India Software Engineering Conference, 2015

Improving Energy Efficiency of IO-Intensive MapReduce Jobs.

Nidhi Tiwari, Santonu Sarkar, Maria Indrawan-Santiago, Umesh Bellur

Proceedings of the 2015 International Conference on Distributed Computing and Networking, 2015

The Importance of Being Isolated: An Empirical Study on Chromium Reviews.

Subhajit Datta, Devarshi Bhatt, Manish Jain, Proshanta Sarkar, Santonu Sarkar

Proceedings of the 2015 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2015

2014

Filtering Security Alerts for the Analysis of a Production SaaS Cloud.

Antonio Pecchia, Domenico Cotroneo, Rajeshwari Ganesan, Santonu Sarkar

Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014

An Experiment with Conceptual Clustering for the Analysis of Security Alerts.

Andrea Paudice, Santonu Sarkar, Domenico Cotroneo

Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering Workshops, 2014

Using Invariants for Anomaly Detection: The Case Study of a SaaS Application.

Flavio Frattini, Santonu Sarkar, Jyotiska Nath Khasnabish, Stefano Russo

Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering Workshops, 2014

Characterization of operational failures from a business data processing SaaS platform.

Catello Di Martino, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Geetika Goel, Santonu Sarkar, Rajeshwari Ganesan

Proceedings of the 36th International Conference on Software Engineering, 2014

An Empirical Study of Hadoop's Energy Efficiency on a HPC Cluster.

Nidhi Tiwari, Santonu Sarkar, Umesh Bellur, Maria Indrawan

Proceedings of the International Conference on Computational Science, 2014

Mining Invariants from SaaS Application Logs (Practical Experience Report).

Santonu Sarkar, Rajeshwari Ganesan, Marcello Cinque, Flavio Frattini, Stefano Russo, Agostino Savignano

Proceedings of the 2014 Tenth European Dependable Computing Conference, 2014

Execution profile driven speedup estimation for porting sequential code to GPU.

Santonu Sarkar, Sayantan Mitra

Proceedings of the 7th ACM India Computing Conference, 2014

2013

Keep it moving: Proactive workload management for reducing SLA violations in large scale SaaS clouds.

Arpan Roy, Rajeshwari Ganesan, Santonu Sarkar

Proceedings of the IEEE 24th International Symposium on Software Reliability Engineering, 2013

Reducing service failures by failure and workload aware load balancing in SaaS clouds.

Arpan Roy, Rajeshwari Ganesan, Dinesh Dash, Santonu Sarkar

Proceedings of the 43rd Annual IEEE/IFIP Conference on Dependable Systems and Networks Workshop, 2013

Empirical study of performance benefits of hardware assisted virtualization.

Rajeshwari Ganesan, Yogesh Murarka, Santonu Sarkar, Kristoffer Frey

Proceedings of the 6th ACM India Computing Convention, 2013

How many researchers does it take to make impact?: mining software engineering publication data for collaboration insights.

Subhajit Datta, Santonu Sarkar, A. S. M. Sajeev, Nishant Kumar

Proceedings of the 6th ACM India Computing Convention, 2013

Factors Influencing Research Contributions and Researcher Interactions in Software Engineering: An Empirical Study.

Subhajit Datta, A. S. M. Sajeev, Santonu Sarkar, Nishant Kumar

Proceedings of the 20th Asia-Pacific Software Engineering Conference, 2013

2012

Measurements-Based Analysis of Workload-Error Relationship in a Production SaaS Cloud.

Rajeshwari Ganesan, Santonu Sarkar, Geetika Goel, Catello Di Martino

Proceedings of the 23rd IEEE International Symposium on Software Reliability Engineering Workshops, 2012

Reuse and Refactoring of GPU Kernels to Design Complex Applications.

Santonu Sarkar, Sayantan Mitra, Ashok Srinivasan

Proceedings of the 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, 2012

Creating design from requirements and use cases: bridging the gap between requirement and detailed design.

Santonu Sarkar, Vibhu Saujanya Sharma, Rajiv Agarwal

Proceedings of the Proceeding of the 5th Annual India Software Engineering Conference, 2012

Identifying hotspots in a program for data parallel architecture: an early experience.

Santonu Sarkar, Mageri Filali Maltouf

Proceedings of the Proceeding of the 5th Annual India Software Engineering Conference, 2012

The social network of software engineering research.

Subhajit Datta, Nishant Kumar, Santonu Sarkar

Proceedings of the Proceeding of the 5th Annual India Software Engineering Conference, 2012

iCirrus Wop: Workload Analysis for Virtual Machine Placements.

Geetika Goel, Rajeshwari Ganesan, Santonu Sarkar, Kavish Kaup

Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

An independent verification of errors and vulnerabilities in SaaS cloud.

Rajeshwari Ganesan, Santonu Sarkar, Naveen Tewari

Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2012

Analysis of SaaS Business Platform Workloads for Sizing and Collocation.

Rajeshwari Ganesan, Santonu Sarkar, Akshay Narayan

Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011

Implementation of a Scalable Next Generation Sequencing Business Cloud Platform-An Experience Report.

Shyam Kumar Doddavula, Madhavi Rani, Santonu Sarkar, Harsh Rajesh Vachhani, Akansha Jain, Mudit Kaushik, Anirban Ghosh

Proceedings of the IEEE International Conference on Cloud Computing, 2011

2010

Accelerating technical design of business applications: a knowledge-based approach.

Santonu Sarkar, Kunal Verma

Proceedings of the Proceeding of the 3rd Annual India Software Engineering Conference, 2010

2009

Modularization of a Large-Scale Business Application: A Case Study.

Santonu Sarkar, Shubha Ramachandran, G. Sathish Kumar, Madhu K. Iyengar, K. Rangarajan, Saravanan Sivagnanam

IEEE Softw., 2009

Discovery of architectural layers and measurement of layering violations in source code.

Santonu Sarkar, Girish Maskeri Rama, Shubha Ramachandran

J. Syst. Softw., 2009

Extracting High-Level Functional Design from Software Requirements.

Vibhu Saujanya Sharma, Santonu Sarkar, Kunal Verma, Arun Panayappan, Alex Kass

Proceedings of the 16th Asia-Pacific Software Engineering Conference, 2009

2008

Metrics for Measuring the Quality of Modularization of Large-Scale Object-Oriented Software.

Santonu Sarkar, Avinash C. Kak, Girish Maskeri Rama

IEEE Trans. Software Eng., 2008

Mining business topics in source code using latent dirichlet allocation.

Girish Maskeri Rama, Santonu Sarkar, Kenneth Heafield

Proceedings of the Proceeding of the 1st Annual India Software Engineering Conference, 2008

A collaborative platform for application knowledge management in software maintenance projects.

Santonu Sarkar, Renuka Sindhgatta, Krishnakumar Pooloth

Proceedings of the 1st Bangalore Annual Compute Conference, Compute 2008, 2008

2007

API-Based and Information-Theoretic Metrics for Measuring the Quality of Software Modularization.

Santonu Sarkar, Girish Maskeri Rama, Avinash C. Kak

IEEE Trans. Software Eng., 2007

2006

A Method for Detecting and Measuring Architectural Layering Violations in Source Code.

Santonu Sarkar, Girish Maskeri Rama, Shubha Ramachandran

Proceedings of the 13th Asia-Pacific Software Engineering Conference (APSEC 2006), 2006

2005

SAM: A Tool for Software Architecture Modeling and Performance Analysis.

G. Rajeshwari, Santonu Sarkar

Proceedings of the Second International Conference on the Quantitative Evaluaiton of Systems (QEST 2005), 2005

Metrics for Analyzing Module Interactions in Large Software Systems.

Santonu Sarkar, Avinash C. Kak, N. S. Nagaraja

Proceedings of the 12th Asia-Pacific Software Engineering Conference (APSEC 2005), 2005

2004

A Study of Existing Architecture Description Approaches from Enterprise System Development Perspective.

Santonu Sarkar

Proceedings of the International Conference on Software Engineering Research and Practice, 2004

Architecture Pattern Organization.

Riaz Kapadia, Santonu Sarkar, Reva Modi

Proceedings of the International Conference on Software Engineering Research and Practice, 2004

1997

Analyzing Controllability of a Hardware Circuit for its Reuse.

Santonu Sarkar, Anupam Basu, Arun K. Majumdar

Proceedings of the 10th International Conference on VLSI Design (VLSI Design 1997), 1997

1996

Representation and Synthesis of Interface of a Circuit for its Reuse.

Santonu Sarkar, Anupam Basu, Arun K. Majumdar

Proceedings of the 9th International Conference on VLSI Design (VLSI Design 1996), 1996

1995

Synchronization of communicating modules and processes in high level synthesis.

Santonu Sarkar, Anupam Basu, Arun K. Majumdar

Proceedings of the 8th International Conference on VLSI Design (VLSI Design 1995), 1995

1994

Interface design and controller synthesis of digital systems in an object oriented environment.

Santonu Sarkar, Arun K. Majumdar, Anupam Basu

Microprocess. Microprogramming, 1994

An Object Oriented Environment for Modeling and Synthesis of Hardware Circuits.

Santonu Sarkar, Anupam Basu

Proceedings of the Seventh International Conference on VLSI Design, 1994

1991

VLODS: a VLSI object oriented database system.

Tapas K. Nayak, Arun K. Majumdar, Anupam Basu, Santonu Sarkar

Inf. Syst., 1991