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Santonu Sarkar
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2020 – today
- 2024
- [j22]Snehanshu Saha
, Jyotirmoy Sarkar
quantile-Long Short Term Memory: A Robust, Time Series Anomaly Detection Method. IEEE Trans. Artif. Intell. 5(8): 3939-3950 (2024) - [c74]Tevfik Kosar, Krishnan Venkateswaran, Shangguang Wang, Seetharami Seelam, Santonu Sarkar, Xuanzhe Liu:
2024 IEEE International Conference on Cloud Computing, Message from the Chairs. CLOUD 2024: xvii - [e7]Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi L. Atukorala, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Tevfik Kosar, Santonu Sarkar, Sreekrishnan Venkateswaran, Shangguang Wang, Xuanzhe Liu, Seetharami Seelam, Chandra Narayanaswami, Ziliang Zong:
17th IEEE International Conference on Cloud Computing, CLOUD 2024, Shenzhen, China, July 7-13, 2024. IEEE 2024, ISBN 979-8-3503-6853-6 [contents] - [i7]Santonu Sarkar, Shanay Mehta, Nicole Fernandes, Jyotirmoy Sarkar, Snehanshu Saha:
Can Tree Based Approaches Surpass Deep Learning in Anomaly Detection? A Benchmarking Study. CoRR abs/2402.07281 (2024) - 2023
- [j21]Jyotirmoy Sarkar
Efficient anomaly identification in temporal and non-temporal industrial data using tree based approaches. Appl. Intell. 53(8): 8562-8595 (2023) - [j20]Gargi Alavani
Program Analysis and Machine Learning-based Approach to Predict Power Consumption of CUDA Kernel. ACM Trans. Model. Perform. Evaluation Comput. Syst. 8(4): 10:1-10:24 (2023) - [c73]Madapu Amarlingam, AVSK Harish, Santonu Sarkar, Jan Christoph Schlake:
Data Flow as Code: Managing Data Flow in an Industrial Hierarchical Edge Network. ETFA 2023: 1-8 - [c72]Gargi Alavani, Santonu Sarkar:
Inspect-GPU: A Software to Evaluate Performance Characteristics of CUDA Kernels Using Microbenchmarks and Regression Models. ICSOFT 2023: 59-70 - [i6]Snehanshu Saha, Jyotirmoy Sarkar, Soma S. Dhavala, Santonu Sarkar, Preyank Mota:
Quantile LSTM: A Robust LSTM for Anomaly Detection In Time Series Data. CoRR abs/2302.08712 (2023) - [i5]Gargi Alavani, Santonu Sarkar:
Prediction of Performance and Power Consumption of GPGPU Applications. CoRR abs/2305.01886 (2023) - 2022
- [j19]Gargi Alavani, Santonu Sarkar
Performance modeling of graphics processing unit application using static and dynamic analysis. Concurr. Comput. Pract. Exp. 34(3) (2022) - [j18]Sreekrishnan Venkateswaran
Architecture of a time-sensitive provisioning system for cloud-native software. Softw. Pract. Exp. 52(5): 1170-1198 (2022) - [c71]Santonu Sarkar, Nicolai Schoch, Mario Hoernicke:
Modeling Error Propagation in a Modular Plant. ETFA 2022: 1-4 - [c70]Santonu Sarkar, Katharina Stark, Mario Hoernicke:
Design of a Validator for Module Type Packages. IECON 2022: 1-6 - [i4]Sreekrishnan Venkateswaran, Santonu Sarkar:
Architectural Partitioning and Deployment Modeling on Hybrid Clouds. CoRR abs/2205.04467 (2022) - [i3]Sreekrishnan Venkateswaran, Santonu Sarkar:
Modeling Operational Fairness of Hybrid Cloud Brokerage. CoRR abs/2205.05078 (2022) - [i2]Sreekrishnan Venkateswaran, Santonu Sarkar:
Uptime-Optimized Cloud Architecture as a Brokered Service. CoRR abs/2205.05403 (2022) - 2021
- [j17]Subhajit Datta
Understanding the Inter-Domain Presence of Research Topics in the Computing Discipline. IEEE Trans. Emerg. Top. Comput. 9(1): 366-378 (2021) - [j16]Sreekrishnan Venkateswaran
Fitness-Aware Containerization Service Leveraging Machine Learning. IEEE Trans. Serv. Comput. 14(6): 1751-1764 (2021) - [c69]Santonu Sarkar, Chandrika K. R.
Automatic Control Code Generation from SAMA Specification. ETFA 2021: 1-4 - [c68]Subhajit Datta, Aniruddha Mysore, Haziqshah Wira, Santonu Sarkar
Clustering, Separation, and Connection: A Tale of Three Characteristics. ICSME 2021: 669-673 - [c67]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: 519-532 - [c66]Santonu Sarkar:
Identification of Modules from Graphical Control Specification. IECON 2021: 1-6 - [c65]Gargi Alavani, Jineet Desai, Santonu Sarkar:
GPPT: A Power Prediction Tool for CUDA Applications. ASE Workshops 2021: 247-250 - [i1]Jyotirmoy Sarkar, Kartik Bhatia, Snehanshu Saha, Margarita Safonova, Santonu Sarkar:
Postulating Exoplanetary Habitability via a Novel Anomaly Detection Method. CoRR abs/2109.02273 (2021) - 2020
- [j15]Antonio Pecchia
Assessing Invariant Mining Techniques for Cloud-Based Utility Computing Systems. IEEE Trans. Serv. Comput. 13(1): 44-58 (2020) - [c64]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: 138-146 - [c63]Soumyadip Bandyopadhyay, Rohan Mukherjee, Santonu Sarkar:
A Report on the First Workshop on Software Engineering for Artificial Intelligence (SE4AI 2020). ISEC 2020: 21:1-21:2 - [c62]Sreekrishnan Venkateswaran, Santonu Sarkar:
A New Paradigm of Cloud Brokerage. ISPA/BDCloud/SocialCom/SustainCom 2020: 228-235 - [c61]Gargi Alavani
An Approach to Estimate Power Consumption of a CUDA Kernel. ISPA/BDCloud/SocialCom/SustainCom 2020: 984-991 - [c60]Mayank Chaudhari, Santonu Sarkar, Divyasheel Sharma:
Analyzing Risky Behavior in Traffic Accidents. SMC 2020: 464-471 - [c59]Santonu Sarkar, P. P. Abdulla, Srini Ramaswamy:
Analysis, Evaluation, and Assessment for Containerizing an Industry Automation Software. SMC 2020: 1972-1979
2010 – 2019
- 2019
- [c58]Sreekrishnan Venkateswaran, Santonu Sarkar:
Time-Sensitive Provisioning of Bare Metal Compute as a Cloud Service. CLOUD 2019: 447-451 - [c57]Ajai V. George, Sankar Manoj, Santonu Sarkar:
ThrustHetero: A Framework to Simplify Heterogeneous Computing Platform Programming using Design Abstraction. ISEC 2019: 4:1-4:11 - [c56]Avijit Mandal, Divyasheel Sharma, Mohak Sukhwani
Improving Safety in Collaborative Robot Tasks. INDIN 2019: 470-477 - [e6]Ravindra Naik, Santonu Sarkar, Thomas T. Hildebrandt, Atul Kumar, Richa Sharma:
Proceedings of the 12th Innovations on Software Engineering Conference (formerly known as India Software Engineering Conference), ISEC 2019, Pune, India, February 14-16, 2019. ACM 2019, ISBN 978-1-4503-6215-3 [contents] - 2018
- [j14]Santonu Sarkar
Thrust2D: A new design abstraction framework for structured grid class of algorithms. Concurr. Comput. Pract. Exp. 30(19) (2018) - [j13]Sreekrishnan Venkateswaran
Architectural partitioning and deployment modeling on hybrid clouds. Softw. Pract. Exp. 48(2): 345-365 (2018) - [j12]Nidhi Tiwari
Optimizing MapReduce for energy efficiency. Softw. Pract. Exp. 48(9): 1660-1687 (2018) - [c55]Sreekrishnan Venkateswaran, Santonu Sarkar:
Modeling Operational Fairness of Hybrid Cloud Brokerage. CCGrid 2018: 563-56309 - [c54]Santonu Sarkar, Gloria Vashi, P. P. Abdulla:
Towards Transforming an Industrial Automation System from Monolithic to Microservices. ETFA 2018: 1256-1259 - [c53]Santonu Sarkar, Prateek Kandelwal, Soumyadip Bandyopadhyay, Holger Giese:
Analysis of GPGPU Programs for Data-race and Barrier Divergence. ICSOFT 2018: 494-505 - [c52]Santonu Sarkar, Sreekrishnan Venkateswaran:
Best-Fit Containerization as a Brokered Service. ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018: 940-947 - [c51]Gargi Alavani
Predicting Execution Time of CUDA Kernel Using Static Analysis. ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018: 948-955 - [e5]Y. Raghu Reddy, Vasudeva Varma, Jane Cleland-Huang, Umesh Bellur, Shubashsis Sengupta, Naveen Sharma, Ramesh Loganathan, Richa Sharma, Santonu Sarkar:
Proceedings of the 11th Innovations in Software Engineering Conference, ISEC 2018, Hyderabad, India, February 09 - 11, 2018. ACM 2018 [contents] - 2017
- [j11]Santonu Sarkar, Gargi Alavani
How Easy it is to Write Software for Heterogeneous Systems? ACM SIGSOFT Softw. Eng. Notes 42(4): 1-7 (2017) - [j10]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): 54-75 (2017) - [c50]Soumyadip Bandyopadhyay
SamaTulyata: An Efficient Path Based Equivalence Checking Tool. ATVA 2017: 109-116 - [c49]Sreekrishnan Venkateswaran, Santonu Sarkar:
Uptime-Optimized Cloud Architecture as a Brokered Service. DSN Workshops 2017: 129-132 - [c48]Ajai V. George
Thrust++: Extending Thrust Framework for Better Abstraction and Performance. HiPC 2017: 368-377 - [c47]Ajai V. George
How Effective is Design Abstraction in Thrust?: An Empirical Evaluation. SEM4HPC@HPDC 2017: 3-10 - [c46]Ajai V. George
An Empirical Evaluation of Design Abstraction and Performance of Thrust Framework. ICPP Workshops 2017: 233-242 - [c45]Soumyadip Bandyopadhyay, Santonu Sarkar, Kunal Banerjee:
An End-to-end Formal Verifier for Parallel Programs. ICSOFT 2017: 388-393 - [c44]Santonu Sarkar, Rumana Lakdawala, Subhajit Datta
Predicting the Impact of Software Engineering Topics: An Empirical Study. WWW (Companion Volume) 2017: 1251-1257 - [e4]Atul Kumar, Santonu Sarkar, Michael Gerndt:
Proceedings of the 2017 Workshop on Software Engineering Methods for Parallel and High Performance Applications, SEM4HPC@HPDC 2017, Washington, DC, USA, June 26-30, 2017. ACM 2017, ISBN 978-1-4503-5000-6 [contents] - [e3]Ravi Prakash Gorthi, Santonu Sarkar, Nenad Medvidovic, Vinay Kulkarni, Atul Kumar, Padmaja Joshi, Paola Inverardi, Ashish Sureka, Richa Sharma:
Proceedings of the 10th Innovations in Software Engineering Conference, ISEC 2017, Jaipur, India, February 5-7, 2017. ACM 2017, ISBN 978-1-4503-4856-0 [contents] - 2016
- [j9]Subhajit Datta
How Long Will This Live? Discovering the Lifespans of Software Engineering Ideas. IEEE Trans. Big Data 2(2): 124-137 (2016) - [c43]Santonu Sarkar
Developer Productivity in HPC Application Development: An Overview of Recent Techniques. SEM4HPC@HPDC 2016: 29-30 - [c42]Nidhi Tiwari, Umesh Bellur, Santonu Sarkar, Maria Indrawan:
CPU Frequency Tuning to Improve Energy Efficiency of MapReduce Systems. ICPADS 2016: 1015-1022 - [c41]Mohak Chadha, Abhishek Srivastava
Unified power and energy measurement API for HPC co-processors. IPCCC 2016: 1-8 - [c40]Nidhi Tiwari, Umesh Bellur, Santonu Sarkar
Identification of critical parameters for MapReduce energy efficiency using statistical Design of Experiments. IPDPS Workshops 2016: 1170-1179 - [c39]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: 1-8 - [e2]Atul Kumar, Santonu Sarkar, Michael Gerndt:
Proceedings of the ACM Workshop on Software Engineering Methods for Parallel and High Performance Applications, Kyoto, Japan, May 31 - June 04, 2016. ACM 2016, ISBN 978-1-4503-4351-0 [contents] - [e1]Santonu Sarkar, Ashish Sureka, Domenico Cotroneo, Nishant Sinha, Vibha Singhal Sinha, Radhika Venkatasubramanyam, Padmaja Joshi, R. D. Naik, Pushpendra Singh, JayPrakash Lalchandani:
Proceedings of the 9th India Software Engineering Conference, Goa, India, February 18-20, 2016. ACM 2016, ISBN 978-1-4503-4018-2 [contents] - 2015
- [j8]Arpan Roy
Secure the Cloud: From the Perspective of a Service-Oriented Organization. ACM Comput. Surv. 47(3): 41:1-41:30 (2015) - [j7]Nidhi Tiwari, Santonu Sarkar
Classification Framework of MapReduce Scheduling Algorithms. ACM Comput. Surv. 47(3): 49:1-49:38 (2015) - [c38]Subhajit Datta
The Importance of Being Isolated: An Empirical Study on Chromium Reviews. ESEM 2015: 78-81 - [c37]Nidhi Tiwari, Santonu Sarkar
Improving Energy Efficiency of IO-Intensive MapReduce Jobs. ICDCN 2015: 23:1-23:4 - [c36]Santonu Sarkar
A Profile Guided Approach to Optimize Branch Divergence While Transforming Applications for GPUs. ISEC 2015: 176-185 - [c35]Subhajit Datta
Discovering the Rise and Fall of Software Engineering Ideas from Scholarly Publication Data. WWW (Companion Volume) 2015: 585-590 - 2014
- [c34]Santonu Sarkar
Execution profile driven speedup estimation for porting sequential code to GPU. COMPUTE 2014: 21:1-21:6 - [c33]Santonu Sarkar
Mining Invariants from SaaS Application Logs (Practical Experience Report). EDCC 2014: 50-57 - [c32]Nidhi Tiwari, Santonu Sarkar
An Empirical Study of Hadoop's Energy Efficiency on a HPC Cluster. ICCS 2014: 62-72 - [c31]Catello Di Martino, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Geetika Goel, Santonu Sarkar
Characterization of operational failures from a business data processing SaaS platform. ICSE Companion 2014: 195-204 - [c30]Andrea Paudice, Santonu Sarkar
An Experiment with Conceptual Clustering for the Analysis of Security Alerts. ISSRE Workshops 2014: 335-340 - [c29]Flavio Frattini, Santonu Sarkar
Using Invariants for Anomaly Detection: The Case Study of a SaaS Application. ISSRE Workshops 2014: 383-388 - [c28]Antonio Pecchia, Domenico Cotroneo, Rajeshwari Ganesan, Santonu Sarkar
Filtering Security Alerts for the Analysis of a Production SaaS Cloud. UCC 2014: 233-241 - 2013
- [c27]Subhajit Datta
Factors Influencing Research Contributions and Researcher Interactions in Software Engineering: An Empirical Study. APSEC (1) 2013: 34-41 - [c26]Rajeshwari Ganesan, Yogesh Murarka, Santonu Sarkar
Empirical study of performance benefits of hardware assisted virtualization. COMPUTE 2013: 1:1-1:8 - [c25]Subhajit Datta
How many researchers does it take to make impact?: mining software engineering publication data for collaboration insights. COMPUTE 2013: 6:1-6:8 - [c24]Arpan Roy
Reducing service failures by failure and workload aware load balancing in SaaS clouds. DSN Workshops 2013: 1-6 - [c23]Arpan Roy
Keep it moving: Proactive workload management for reducing SLA violations in large scale SaaS clouds. ISSRE 2013: 421-430 - 2012
- [c22]Rajeshwari Ganesan, Santonu Sarkar
Analysis of SaaS Business Platform Workloads for Sizing and Collocation. IEEE CLOUD 2012: 868-875 - [c21]Rajeshwari Ganesan, Santonu Sarkar
An independent verification of errors and vulnerabilities in SaaS cloud. DSN Workshops 2012: 1-6 - [c20]Geetika Goel, Rajeshwari Ganesan, Santonu Sarkar
iCirrus Wop: Workload Analysis for Virtual Machine Placements. ICPADS 2012: 732-737 - [c19]Santonu Sarkar
Creating design from requirements and use cases: bridging the gap between requirement and detailed design. ISEC 2012: 3-12 - [c18]Subhajit Datta
The social network of software engineering research. ISEC 2012: 61-70 - [c17]Santonu Sarkar
Identifying hotspots in a program for data parallel architecture: an early experience. ISEC 2012: 131-137 - [c16]Santonu Sarkar
Reuse and Refactoring of GPU Kernels to Design Complex Applications. ISPA 2012: 134-141 - [c15]Rajeshwari Ganesan, Santonu Sarkar
Measurements-Based Analysis of Workload-Error Relationship in a Production SaaS Cloud. ISSRE Workshops 2012: 96-105 - 2011
- [c14]Shyam Kumar Doddavula, Madhavi Rani, Santonu Sarkar
Implementation of a Scalable Next Generation Sequencing Business Cloud Platform-An Experience Report. IEEE CLOUD 2011: 598-605 - 2010
- [c13]Santonu Sarkar
Accelerating technical design of business applications: a knowledge-based approach. ISEC 2010: 43-50
2000 – 2009
- 2009
- [j6]Santonu Sarkar
Discovery of architectural layers and measurement of layering violations in source code. J. Syst. Softw. 82(11): 1891-1905 (2009) - [j5]Santonu Sarkar
Modularization of a Large-Scale Business Application: A Case Study. IEEE Softw. 26(2): 28-35 (2009) - [c12]Vibhu Saujanya Sharma
Extracting High-Level Functional Design from Software Requirements. APSEC 2009: 35-42 - 2008
- [j4]Santonu Sarkar
Metrics for Measuring the Quality of Modularization of Large-Scale Object-Oriented Software. IEEE Trans. Software Eng. 34(5): 700-720 (2008) - [c11]Santonu Sarkar
A collaborative platform for application knowledge management in software maintenance projects. Bangalore Compute Conf. 2008: 2 - [c10]Girish Maskeri Rama, Santonu Sarkar
Mining business topics in source code using latent dirichlet allocation. ISEC 2008: 113-120 - 2007
- [j3]Santonu Sarkar
API-Based and Information-Theoretic Metrics for Measuring the Quality of Software Modularization. IEEE Trans. Software Eng. 33(1): 14-32 (2007) - 2006
- [c9]Santonu Sarkar
A Method for Detecting and Measuring Architectural Layering Violations in Source Code. APSEC 2006: 165-172 - 2005
- [c8]Santonu Sarkar
Metrics for Analyzing Module Interactions in Large Software Systems. APSEC 2005: 264-271 - [c7]G. Rajeshwari, Santonu Sarkar
SAM: A Tool for Software Architecture Modeling and Performance Analysis. QEST 2005: 249-250 - 2004
- [c6]Riaz Kapadia, Santonu Sarkar, Reva Modi:
Architecture Pattern Organization. Software Engineering Research and Practice 2004: 663-666 - [c5]Santonu Sarkar:
A Study of Existing Architecture Description Approaches from Enterprise System Development Perspective. Software Engineering Research and Practice 2004: 667-673
1990 – 1999
- 1997
- [c4]Santonu Sarkar
Analyzing Controllability of a Hardware Circuit for its Reuse. VLSI Design 1997: 151-154 - 1996
- [c3]Santonu Sarkar
Representation and Synthesis of Interface of a Circuit for its Reuse. VLSI Design 1996: 140-145 - 1995
- [c2]Santonu Sarkar
Synchronization of communicating modules and processes in high level synthesis. VLSI Design 1995: 87-92 - 1994
- [j2]Santonu Sarkar
Interface design and controller synthesis of digital systems in an object oriented environment. Microprocess. Microprogramming 40(8): 553-576 (1994) - [c1]Santonu Sarkar
An Object Oriented Environment for Modeling and Synthesis of Hardware Circuits. VLSI Design 1994: 407-412 - 1991
- [j1]Tapas K. Nayak, Arun K. Majumdar, Anupam Basu, Santonu Sarkar
VLODS: a VLSI object oriented database system. Inf. Syst. 16(1): 73-96 (1991)
Coauthor Index
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