Santonu Sarkar

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 56

Top Venues

Publications

Santonu Sarkar, Shanay Mehta, Nicole Fernandes, Jyotirmoy Sarkar, Snehanshu Saha
Can Tree Based Approaches Surpass Deep Learning in Anomaly Detection? A Benchmarking Study. CoRR (2024)
Snehanshu Saha, Jyotirmoy Sarkar, Soma S. Dhavala, Preyank Mota, Santonu Sarkar
quantile-Long Short Term Memory: A Robust, Time Series Anomaly Detection Method. IEEE Trans. Artif. Intell. 5 (8) (2024)
Gargi Alavani, Santonu Sarkar
Inspect-GPU: A Software to Evaluate Performance Characteristics of CUDA Kernels Using Microbenchmarks and Regression Models. ICSOFT (2023)
Jyotirmoy Sarkar, Snehanshu Saha, Santonu Sarkar
Efficient anomaly identification in temporal and non-temporal industrial data using tree based approaches. Appl. Intell. 53 (8) (2023)
Gargi Alavani, Jineet Desai, Snehanshu Saha, Santonu Sarkar
Program Analysis and Machine Learning-based Approach to Predict Power Consumption of CUDA Kernel. ACM Trans. Model. Perform. Evaluation Comput. Syst. 8 (4) (2023)
Snehanshu Saha, Jyotirmoy Sarkar, Soma S. Dhavala, Santonu Sarkar, Preyank Mota
Quantile LSTM: A Robust LSTM for Anomaly Detection In Time Series Data. CoRR (2023)
Madapu Amarlingam, AVSK Harish, Santonu Sarkar, Jan Christoph Schlake
Data Flow as Code: Managing Data Flow in an Industrial Hierarchical Edge Network. ETFA (2023)
Gargi Alavani, Santonu Sarkar
Prediction of Performance and Power Consumption of GPGPU Applications. CoRR (2023)
Sreekrishnan Venkateswaran, Santonu Sarkar
Modeling Operational Fairness of Hybrid Cloud Brokerage. CoRR (2022)
Santonu Sarkar, Katharina Stark, Mario Hoernicke
Design of a Validator for Module Type Packages. IECON (2022)
Sreekrishnan Venkateswaran, Santonu Sarkar
Architectural Partitioning and Deployment Modeling on Hybrid Clouds. CoRR (2022)
Gargi Alavani, Santonu Sarkar
Performance modeling of graphics processing unit application using static and dynamic analysis. Concurr. Comput. Pract. Exp. 34 (3) (2022)
Sreekrishnan Venkateswaran, Santonu Sarkar
Uptime-Optimized Cloud Architecture as a Brokered Service. CoRR (2022)
Santonu Sarkar, Nicolai Schoch, Mario Hoernicke
Modeling Error Propagation in a Modular Plant. ETFA (2022)
Sreekrishnan Venkateswaran, Adwait Bauskar, Santonu Sarkar
Architecture of a time-sensitive provisioning system for cloud-native software. Softw. Pract. Exp. 52 (5) (2022)
Santonu Sarkar, Chandrika K. R
Automatic Control Code Generation from SAMA Specification. ETFA (2021)
Santonu Sarkar
Identification of Modules from Graphical Control Specification. IECON (2021)
Gargi Alavani, Jineet Desai, Santonu Sarkar
GPPT: A Power Prediction Tool for CUDA Applications. ASE Workshops (2021)
Jyotirmoy Sarkar, Santonu Sarkar, Snehanshu Saha, Swagatam Das
d-BTAI: The Dynamic-Binary Tree Based Anomaly Identification Algorithm for Industrial Systems. IEA/AIE (2) (2021)
Subhajit Datta, Aniruddha Mysore, Haziqshah Wira, Santonu Sarkar
Clustering, Separation, and Connection: A Tale of Three Characteristics. ICSME (2021)
Jyotirmoy Sarkar, Kartik Bhatia, Snehanshu Saha, Margarita Safonova, Santonu Sarkar
Postulating Exoplanetary Habitability via a Novel Anomaly Detection Method. CoRR (2021)
Subhajit Datta, Rumana Lakdawala, Santonu Sarkar
Understanding the Inter-Domain Presence of Research Topics in the Computing Discipline. IEEE Trans. Emerg. Top. Comput. 9 (1) (2021)
Sreekrishnan Venkateswaran, Santonu Sarkar
Fitness-Aware Containerization Service Leveraging Machine Learning. IEEE Trans. Serv. Comput. 14 (6) (2021)
Antonio Pecchia, Stefano Russo, Santonu Sarkar
Assessing Invariant Mining Techniques for Cloud-Based Utility Computing Systems. IEEE Trans. Serv. Comput. 13 (1) (2020)
Gargi Alavani, Jineet Desai, Santonu Sarkar
An Approach to Estimate Power Consumption of a CUDA Kernel. ISPA/BDCloud/SocialCom/SustainCom (2020)
Sreekrishnan Venkateswaran, Santonu Sarkar
A New Paradigm of Cloud Brokerage. ISPA/BDCloud/SocialCom/SustainCom (2020)
Santonu Sarkar, P. P. Abdulla, Srini Ramaswamy
Analysis, Evaluation, and Assessment for Containerizing an Industry Automation Software. SMC (2020)
Rakshit Mittal, Rochisnu Banerjee, Santonu Sarkar, Soumyadip Bandyopadhyay
Translation Validation of Loop involving Code Optimizing Transformations using Petri Net based Models of Programs. PNSE@Petri Nets (2020)
Soumyadip Bandyopadhyay, Rohan Mukherjee, Santonu Sarkar
A Report on the First Workshop on Software Engineering for Artificial Intelligence (SE4AI 2020). ISEC (2020)
Mayank Chaudhari, Santonu Sarkar, Divyasheel Sharma
Analyzing Risky Behavior in Traffic Accidents. SMC (2020)
Ajai V. George, Sankar Manoj, Santonu Sarkar
ThrustHetero: A Framework to Simplify Heterogeneous Computing Platform Programming using Design Abstraction. ISEC (2019)
Sreekrishnan Venkateswaran, Santonu Sarkar
Time-Sensitive Provisioning of Bare Metal Compute as a Cloud Service. CLOUD (2019)
Avijit Mandal, Divyasheel Sharma, Mohak Sukhwani, Raoul Jetley, Santonu Sarkar
Improving Safety in Collaborative Robot Tasks. INDIN (2019)
Gargi Alavani, Kajal Varma, Santonu Sarkar
Predicting Execution Time of CUDA Kernel Using Static Analysis. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Sreekrishnan Venkateswaran, Santonu Sarkar
Architectural partitioning and deployment modeling on hybrid clouds. Softw. Pract. Exp. 48 (2) (2018)
Santonu Sarkar, Gloria Vashi, P. P. Abdulla
Towards Transforming an Industrial Automation System from Monolithic to Microservices. ETFA (2018)
Santonu Sarkar, Prateek Kandelwal, Soumyadip Bandyopadhyay, Holger Giese
Analysis of GPGPU Programs for Data-race and Barrier Divergence. ICSOFT (2018)
Santonu Sarkar, Ajai V. George, Sankar Manoj
Thrust2D: A new design abstraction framework for structured grid class of algorithms. Concurr. Comput. Pract. Exp. 30 (19) (2018)
Nidhi Tiwari, Umesh Bellur, Santonu Sarkar, Maria Indrawan
Optimizing MapReduce for energy efficiency. Softw. Pract. Exp. 48 (9) (2018)
Sreekrishnan Venkateswaran, Santonu Sarkar
Modeling Operational Fairness of Hybrid Cloud Brokerage. CCGrid (2018)
Santonu Sarkar, Sreekrishnan Venkateswaran
Best-Fit Containerization as a Brokered Service. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Soumyadip Bandyopadhyay, Santonu Sarkar, Kunal Banerjee
An End-to-end Formal Verifier for Parallel Programs. ICSOFT (2017)
Sreekrishnan Venkateswaran, Santonu Sarkar
Uptime-Optimized Cloud Architecture as a Brokered Service. DSN Workshops (2017)
Ajai V. George, Sankar Manoj, Sanket R. Gupte, Sayantan Mitra, Santonu Sarkar
Thrust++: Extending Thrust Framework for Better Abstraction and Performance. HiPC (2017)
Ajai V. George, Sankar Manoj, Sanket R. Gupte, Santonu Sarkar
How Effective is Design Abstraction in Thrust?: An Empirical Evaluation. SEM4HPC@HPDC (2017)
Santonu Sarkar, Rumana Lakdawala, Subhajit Datta
Predicting the Impact of Software Engineering Topics: An Empirical Study. WWW (Companion Volume) (2017)
Ajai V. George, Sankar Manoj, Sanket Rajan Gupte, Santonu Sarkar
An Empirical Evaluation of Design Abstraction and Performance of Thrust Framework. ICPP Workshops (2017)
Soumyadip Bandyopadhyay, Santonu Sarkar, Dipankar Sarkar, Chittaranjan A. Mandal
SamaTulyata: An Efficient Path Based Equivalence Checking Tool. ATVA (2017)
Santonu Sarkar, Gargi Alavani
How Easy it is to Write Software for Heterogeneous Systems? ACM SIGSOFT Softw. Eng. Notes 42 (4) (2017)
Catello Di Martino, Santonu Sarkar, Rajeshwari Ganesan, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer
Analysis and Diagnosis of SLA Violations in a Production SaaS Cloud. IEEE Trans. Reliab. 66 (1) (2017)
Mohak Chadha, Abhishek Srivastava, Santonu Sarkar
Unified power and energy measurement API for HPC co-processors. IPCCC (2016)
Nidhi Tiwari, Umesh Bellur, Santonu Sarkar, Maria Indrawan
Identification of critical parameters for MapReduce energy efficiency using statistical Design of Experiments. IPDPS Workshops (2016)
Nidhi Tiwari, Umesh Bellur, Santonu Sarkar, Maria Indrawan
CPU Frequency Tuning to Improve Energy Efficiency of MapReduce Systems. ICPADS (2016)
Subhajit Datta, Santonu Sarkar, A. S. M. Sajeev
How Long Will This Live? Discovering the Lifespans of Software Engineering Ideas. IEEE Trans. Big Data 2 (2) (2016)
Santonu Sarkar
Developer Productivity in HPC Application Development: An Overview of Recent Techniques. SEM4HPC@HPDC (2016)
Kunal Banerjee, Soumyadip Banerjee, Santonu Sarkar
Data-race detection: the missing piece for an end-to-end semantic equivalence checker for parallelizing transformations of array-intensive programs. ARRAY@PLDI (2016)
Arpan Roy, Santonu Sarkar, Rajeshwari Ganesan, Geetika Goel
Secure the Cloud: From the Perspective of a Service-Oriented Organization. ACM Comput. Surv. 47 (3) (2015)
Subhajit Datta, Santonu Sarkar, A. S. M. Sajeev, Nishant Kumar
Discovering the Rise and Fall of Software Engineering Ideas from Scholarly Publication Data. WWW (Companion Volume) (2015)
Subhajit Datta, Devarshi Bhatt, Manish Jain, Proshanta Sarkar, Santonu Sarkar
The Importance of Being Isolated: An Empirical Study on Chromium Reviews. ESEM (2015)
Nidhi Tiwari, Santonu Sarkar, Maria Indrawan-Santiago, Umesh Bellur
Improving Energy Efficiency of IO-Intensive MapReduce Jobs. ICDCN (2015)
Nidhi Tiwari, Santonu Sarkar, Umesh Bellur, Maria Indrawan
Classification Framework of MapReduce Scheduling Algorithms. ACM Comput. Surv. 47 (3) (2015)
Santonu Sarkar, Sayantan Mitra
A Profile Guided Approach to Optimize Branch Divergence While Transforming Applications for GPUs. ISEC (2015)
Andrea Paudice, Santonu Sarkar, Domenico Cotroneo
An Experiment with Conceptual Clustering for the Analysis of Security Alerts. ISSRE Workshops (2014)
Santonu Sarkar, Sayantan Mitra
Execution profile driven speedup estimation for porting sequential code to GPU. COMPUTE (2014)
Santonu Sarkar, Rajeshwari Ganesan, Marcello Cinque, Flavio Frattini, Stefano Russo, Agostino Savignano
Mining Invariants from SaaS Application Logs (Practical Experience Report). EDCC (2014)
Antonio Pecchia, Domenico Cotroneo, Rajeshwari Ganesan, Santonu Sarkar
Filtering Security Alerts for the Analysis of a Production SaaS Cloud. UCC (2014)
Nidhi Tiwari, Santonu Sarkar, Umesh Bellur, Maria Indrawan
An Empirical Study of Hadoop's Energy Efficiency on a HPC Cluster. ICCS (2014)
Flavio Frattini, Santonu Sarkar, Jyotiska Nath Khasnabish, Stefano Russo
Using Invariants for Anomaly Detection: The Case Study of a SaaS Application. ISSRE Workshops (2014)
Catello Di Martino, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Geetika Goel, Santonu Sarkar, Rajeshwari Ganesan
Characterization of operational failures from a business data processing SaaS platform. ICSE Companion (2014)
Arpan Roy, Rajeshwari Ganesan, Dinesh Dash, Santonu Sarkar
Reducing service failures by failure and workload aware load balancing in SaaS clouds. DSN Workshops (2013)
Arpan Roy, Rajeshwari Ganesan, Santonu Sarkar
Keep it moving: Proactive workload management for reducing SLA violations in large scale SaaS clouds. ISSRE (2013)
Rajeshwari Ganesan, Yogesh Murarka, Santonu Sarkar, Kristoffer Frey
Empirical study of performance benefits of hardware assisted virtualization. COMPUTE (2013)
Subhajit Datta, A. S. M. Sajeev, Santonu Sarkar, Nishant Kumar
Factors Influencing Research Contributions and Researcher Interactions in Software Engineering: An Empirical Study. APSEC (1) (2013)
Subhajit Datta, Santonu Sarkar, A. S. M. Sajeev, Nishant Kumar
How many researchers does it take to make impact?: mining software engineering publication data for collaboration insights. COMPUTE (2013)
Santonu Sarkar, Mageri Filali Maltouf
Identifying hotspots in a program for data parallel architecture: an early experience. ISEC (2012)
Rajeshwari Ganesan, Santonu Sarkar, Geetika Goel, Catello Di Martino
Measurements-Based Analysis of Workload-Error Relationship in a Production SaaS Cloud. ISSRE Workshops (2012)
Rajeshwari Ganesan, Santonu Sarkar, Naveen Tewari
An independent verification of errors and vulnerabilities in SaaS cloud. DSN Workshops (2012)
Geetika Goel, Rajeshwari Ganesan, Santonu Sarkar, Kavish Kaup
iCirrus Wop: Workload Analysis for Virtual Machine Placements. ICPADS (2012)
Santonu Sarkar, Sayantan Mitra, Ashok Srinivasan
Reuse and Refactoring of GPU Kernels to Design Complex Applications. ISPA (2012)
Rajeshwari Ganesan, Santonu Sarkar, Akshay Narayan
Analysis of SaaS Business Platform Workloads for Sizing and Collocation. IEEE CLOUD (2012)
Santonu Sarkar, Vibhu Saujanya Sharma, Rajiv Agarwal
Creating design from requirements and use cases: bridging the gap between requirement and detailed design. ISEC (2012)
Subhajit Datta, Nishant Kumar, Santonu Sarkar
The social network of software engineering research. ISEC (2012)
Shyam Kumar Doddavula, Madhavi Rani, Santonu Sarkar, Harsh Rajesh Vachhani, Akansha Jain, Mudit Kaushik, Anirban Ghosh
Implementation of a Scalable Next Generation Sequencing Business Cloud Platform-An Experience Report. IEEE CLOUD (2011)
Santonu Sarkar, Kunal Verma
Accelerating technical design of business applications: a knowledge-based approach. ISEC (2010)
Santonu Sarkar, Shubha Ramachandran, G. Sathish Kumar, Madhu K. Iyengar, K. Rangarajan, Saravanan Sivagnanam
Modularization of a Large-Scale Business Application: A Case Study. IEEE Softw. 26 (2) (2009)
Santonu Sarkar, Girish Maskeri Rama, Shubha Ramachandran
Discovery of architectural layers and measurement of layering violations in source code. J. Syst. Softw. 82 (11) (2009)
Vibhu Saujanya Sharma, Santonu Sarkar, Kunal Verma, Arun Panayappan, Alex Kass
Extracting High-Level Functional Design from Software Requirements. APSEC (2009)
Girish Maskeri Rama, Santonu Sarkar, Kenneth Heafield
Mining business topics in source code using latent dirichlet allocation. ISEC (2008)
Santonu Sarkar, Avinash C. Kak, Girish Maskeri Rama
Metrics for Measuring the Quality of Modularization of Large-Scale Object-Oriented Software. IEEE Trans. Software Eng. 34 (5) (2008)
Santonu Sarkar, Renuka Sindhgatta, Krishnakumar Pooloth
A collaborative platform for application knowledge management in software maintenance projects. Bangalore Compute Conf. (2008)
Santonu Sarkar, Girish Maskeri Rama, Avinash C. Kak
API-Based and Information-Theoretic Metrics for Measuring the Quality of Software Modularization. IEEE Trans. Software Eng. 33 (1) (2007)
Santonu Sarkar, Girish Maskeri Rama, Shubha Ramachandran
A Method for Detecting and Measuring Architectural Layering Violations in Source Code. APSEC (2006)
Santonu Sarkar, Avinash C. Kak, N. S. Nagaraja
Metrics for Analyzing Module Interactions in Large Software Systems. APSEC (2005)
G. Rajeshwari, Santonu Sarkar
SAM: A Tool for Software Architecture Modeling and Performance Analysis. QEST (2005)
Riaz Kapadia, Santonu Sarkar, Reva Modi
Architecture Pattern Organization. Software Engineering Research and Practice (2004)
Santonu Sarkar
A Study of Existing Architecture Description Approaches from Enterprise System Development Perspective. Software Engineering Research and Practice (2004)
Santonu Sarkar, Anupam Basu, Arun K. Majumdar
Analyzing Controllability of a Hardware Circuit for its Reuse. VLSI Design (1997)
Santonu Sarkar, Anupam Basu, Arun K. Majumdar
Representation and Synthesis of Interface of a Circuit for its Reuse. VLSI Design (1996)
Santonu Sarkar, Anupam Basu, Arun K. Majumdar
Synchronization of communicating modules and processes in high level synthesis. VLSI Design (1995)
Santonu Sarkar, Anupam Basu
An Object Oriented Environment for Modeling and Synthesis of Hardware Circuits. VLSI Design (1994)

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Publication Activity (10 Years)

Top Topics

Top Venues

Santonu Sarkar