3 Researchers
Faculty, advisors & team members
Output
Publications 80
Scalable, High-Quality Scheduling of Data Center Workloads. In 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW) (pp. 343-345). IEEE.
Thiyyakat, M., Kalambur, S. and Sitaram, D.Low Resource Kannada Speech Recognition using Lattice Rescoring and Speech Synthesis. Indian Journal of Science and Technology, 16(4), pp.282-291.
Murthy, S. and Sitaram, D.Decentralized Federated Scheduling for Data Center Workloads. In 2023 15th International Conference on COMmunication Systems & NETworkS (COMSNETS) (pp. 278-286). IEEE.
Thiyyakat, M., Kalambur, S. and Sitaram, D.Smart Policing: Using Geospatial Crime Data to Plan Patrol Routes. In 2023 4th International Conference for Emerging Technology (INCET) (pp. 1-7). IEEE..
Abhay, D.A., Akash, S., Ashwin, K., Shenoy, A.G. and Auradkar, P.K.BigHOST: Automatic Grading System for Big Data Assignments. In 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW) (pp. 256-262). IEEE.
Ramesha, V., Shankar, S., Thalanki, S., Kurpad, S. and Auradkar, P.Integrated log-aware CI/CD pipeline with custom bot for monitoring. In 2023 8th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA) (pp. 257-262). IEEE.
Narendiran, A., Abhishek, D., Adithya, P., Ray, D., Auradkar, P.K. and Phalachandra, H.L.Eventually-Consistent Federated Scheduling for Data Center Workloads. arXiv preprint arXiv:2308.10178.
Thiyyakat, M., Kalambur, S., Chaudhary, R., Nayak, S.G., Shetty, A. and Sitaram, D.“SEA: SSD Staged Energy Efficient Object Storage System Architecture”
Dinkar Sitaram H.L.Phalachandra, Sai Vishwas Padigi, Sameer Kulkarni.“Contrasting Availability-Aware Energy-Optimized VM Scheduling Algorithms.”
Phalachandra, H. L., Dinkar Sitaram, M Rahul, and R. Radhakrishna Pillai.“A Comparative Analysis of Garbage Collectors and their Suitability for Big Data Workloads “
Advithi Nair, Aiswarya Sriram, Alka Simon, Subramaniam Kalambur and Dinkar SitaramEnergy Efficiency for HDFS. In 2020 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM) (pp. 9-15). IEEE Computer Society.
Das, A., Bhargav, S.N.V., Reddy, N.S. and Phalachandra, H.L.ECOSTAR-Energy Conservation in Swift through Tiered Storage Architecture. In 2020 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM) (pp. 16-23). IEEE.
Sanjay, K.A., Sivakumar, S., Shreya, S.S. and Phalachandra, H.L.A Study on the Causes of Garbage Collection in Java for Big Data Workloads. In 2020 IEEE International Conference on Big Data (Big Data) (pp. 5831-5833). IEEE.
Sriram, A., Nair, A., Simon, A., Kalambur, S. and Sitaram, D.“Performance sensitivity of Operating System parameters in Microservice environments”
Goutham Sekar, Bharani Ujjaini Kempaiah, Ruben John Mampilli, and Subramaniam KalamburOptimized Closest Pair Computation with CPU-GPU Combined Model. In ICT Analysis and Applications: Proceedings of ICT4SD 2022 (pp. 743-755). Singapore: Springer Nature Singapore
Auradkar, P., Gagan, G.R., Deva, S., Eedula, N., Natarajan, M., Kalambur, S. and Sitaram,…A QGIS Plugin to monitor proximities in surveillance videos. In 2022 Third International Conference on Intelligent Computing Instrumentation and Control Technologies (ICICICT) (pp. 1213-1222). IEEE.
Auradkar, P.K. and Tejeswini, R.Accuracy assessment and performance analysis of raster to vector conversions on LULC data–India. Journal of Engineering, Design and Technology, 20(6), pp.1787-1809.
Auradkar, P.K., Raykar, A., Agarwal, I. and Sitaram, D.Niyama: Node scheduling for cloud workloads with resource isolation. Concurrency and Computation: Practice and Experience, 34(23), p.e7196.
Thiyyakat, M., Kalambur, S. and Sitaram, D."Energy-efficient VM scheduling in Reservation supported Cloud Data Centers under availability constraints,"
B. Charan, K. S. Goutham, R. J. Mampilli, B. U. Kempaiah, and H. L. PhalachandraShort Paper: Optimized Spatial Join with Grid Sub-Partitioning. In 2021 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM) (pp. 41-45). IEEE.
Auradkar, P., Shekar, K., Shashidhara, R., Srivathsa, M., Bhat, A., Jakati, A., Srivathsa…Multilevel Secure Container Deployment Framework in Edge Computing, Eighth International Symposium on Security in Computing and Communications (SSCC'20)
Seema Nambiar, Nanda Krishna, Chirag Tubakad, Adithya Kiran and Subramaniam Kalambur“Characterizing the Scale-Up Performance of Microservices Using TeaStore”
Sriyash Caculo, Kanishka Lahiri, Subramaniam Kalambur"Modelling Access Control on Streaming Data in Apache Storm." Procedia Computer Science 171 (2020): 2734-2739.
Nambiar, Seema, Subramaniam Kalambur, and Dinkar Sitaram."Morphological Segmentation to Improve Cross-lingual Word Embeddings for Low Resource Languages." ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP).
Chimalamarri, Santwana, Dinkar Sitaram, and Ashritha K. Jain.“Optimizing Energy Efficiencies in Cloud Data Center Resources with Availability Constraints”
H.L.Phalachandra Dinkar Sitaram"Hardware Accelerated Matrix Multiplication using a 400 MHz Systolic Array on a CPU+FPGA Platform"
Reetinder Siddhu, Yashas N D, Vishal Rao, Rachna Aithal, Vennela Katasani, Sneha Rao and …“Cache Characterization of Workloads in a Microservice Environment”
Sanjith Athlur, Nishant Sondhi, Sachit Batra, Subramaniam Kalambur and Dinkar Sitaram"Flavour Enhanced Food Recommendation."
Nag, Nitish, Aditya Narendra Rao, Akash Kulhalli, Kushal Samir Mehta, Nishant Bhattachary…“Mispronunciation Detection for Spoken Isolated Words Using Segmentation and Classification Under Low Resource Conditions for the Kannada Language”
Savitha Murthy, Dinkar Sitaram“Private STaaS with OpenStack Cinder Volumes for Hybrid / Multi-cloud”, 5th IEEE International Conference on Advances in Computing & Communication Engineering
Sudheendra Harwalker, Jadon, S., D’Souza O., Kidiyoor D., Sitaram D.“DCSim: Cooling Energy-Aware VM Allocation Framework for a Cloud Data Centre”
Priyank Bhandia, Ravi S. Anupindi, Pavan Yekbote, Nikhil Singh, Phalachandra H. L., Dinka…"Performance Scaling of Cassandra on High-Thread Count Servers."
Talreja, Disha, Kanishka Lahiri, Subramaniam Kalambur, and Prakash Raghavendra.“Multi-cloud auto-scale with prediction and delta correction algorithm”, 2nd IEEE International Conference on Intelligent Computing, Instrumentation and Control Technologies
Sudheendra Harwalkar, Dr. Dinkar Sitaram, Dhanaraj V Kidiyoor, Milan Maragiri, Ornella D'…“Multi-cloud DRaaS using OpenStack Keystone Federation”, 5th IEEE International Conference on Advances in Computing & Communication Engineering
Sudheendra Harwalkar, Dr. Dinkar Sitaram and Shivangi Jadon“Multi-cloud DRaaS using OpenStack Keystone Federation”, 5th IEEE International Conference on Advances in Computing & Communication Engineering
Sudheendra Harwalkar, Dr. Dinkar Sitaram and Shivangi Jadon"Comparison Of IoT Architectures Using A Smart City Benchmark." Procedia Computer Science 171 (2020): 1507-1516.
Kumar, Harshith Arun, J. Rakshith, Rakshith Shetty, Siddhartha Roy, and Dinkar Sitaram."Performance tuning analysis of spatial operations on Spatial Hadoop cluster with SSD." Procedia Computer Science 167 (2020): 2253-2266.
Auradkar, Prafullata, Tejas Prashanth, Suraj Aralihalli, Sreeniketh Pradeep Kumar, and Di…"Improving Resource Isolation of Critical Tasks in a Workload."
Thiyyakat, Meghana, Subramaniam Kalambur, and Dinkar Sitaram.“Bodhisattva - Rapid Deployment of AI on Containers”
Shreyas Rao, Pradyumna Sridhar, Subramaniam Kalambur and Dinkar Sitaram"Improving Cross-lingual Embeddings for Low Resource Language Pairs"
Santwana Chimalamarri and Dinkar Sitaram“Effect of TTS Generated Audio on OOV Detection and Word Error Rate in ASR for Low-resource Language”
Savitha Murthy, Dinkar Sitaram, and Sunayana Sitaram“Orchestration based Hybrid or Multi Clouds and Interoperability Standardization”
Sudheendra Harwalkar and Dinkar Sitaram (other authors)“Pronunciation Training on Isolated Kannada Words using “Kannada Kali” - A Cloud-Based Smart Phone Application”
Savitha Murthy and Dinkar Sitaram“Kannada Kali: A Smartphone Application for Evaluating Spoken Kannada Words and Detecting Mispronunciations using Self Organizing Maps”
Savitha Murthy, Ankit Anand, Ajaykumar Cholin, Avinash Kumar, Ankita Shetty, Aditya D Bha…“Synthetic Generation of Traffic Data for Urban Mobility”
Varun Sapre, Subramaniam Kalambur, Dinkar Sitaram, and Rohit Bastian“Probabilistic real-time intrusion detection system for Docker container”
Siddharth Srinivasan, Akshay Kumar, Manik Mahajan, Sanchika Gupta, and Dinkar Sitaram“Sangati - A Social Event Web approach to Index Videos”
Anjana Anil Kumar, Anusha Sreenivasan, Animesh Sahay, Dilip Gurumurthy, Nirupama Padmanab…"Poster Paper Impact of Software Stack Version on Micro-architecture."
Choudhury, Sraman, Srikar Chundury, Subramaniam Kalambur, and Dinkar Sitaram."Predicting Hadoop misconfigurations using machine learning." Software: Practice and Experience 50, no. 7 (2020): 1168-1183.
Robert, Andrew, Apaar Gupta, Vinayak Shenoy, Dinkar Sitaram, and Subramaniam Kalambur.“Kannada Named Entity Recognition and Classification using Bidirectional Long Short-Term Memory Networks”
Santwana Chimalamarri and Dinkar Sitaram“Complex Event Processing in Big Data Systems”
Sitaram, Dinkar and K. V. Subramaniam“Software Troubleshooting using Machine Learning”, 3rd annual IEEE International Workshop on Foundations in Big Data Computing (HiPC BigDF'17) in conjunction with 24th IEEE International Conference on High-Performance Computing (HiPC 2017)
Neha M Kalibhat, Shreya Varshini, Chidambaram Kollengode, K V Subramaniam and Dinkar Sita…Intuitive Traffic. In Student PoC Competition, Cloud Computing in Emerging Markets (CCEM), 2017 IEEE International Conference on, IEEE.
Satvik Kumar, Dhole S, Prabhakar M.Federated Cloud Services using API-Proxy in a Distributed Cloud Environment. In Cloud Computing in Emerging Markets (CCEM), 2017 IEEE International Conference on, IEEE.
Sitaram, D., Harwalkar, S. and Shreyas, MM.Recognition of Indian license plate number from live stream videos. In 2017 International conference on advances in computing, communications and informatics (ICACCI) (pp. 2359-2365). IEEE.
Prabhu, B.S., Kalambur, S. and Sitaram, D.“Identifying Uncollected Garbage in Urban Areas using Crowdsourcing and Machine Learning”
Shubhendu Singh, Nishant Bhattacharya, Kushal Samir Mehta, Jyotsna Prasad, Kaala Lakshmi …Standards-based Integration of Intercloud for federation with OpenStack. In Cloud Computing in Emerging Markets (CCEM), 2016 IEEE International Conference on (pp. 113-118). IEEE.
Sitaram, D., Harwalkar, S. and Kumar, K.S."Identification of escalations during product maintenance." In Advances in Computing, Communications, and Informatics (ICACCI), 2016 International Conference on, pp.
Dhar, Shivam, Pooja U. Tata, Sachit M. Nayak, Subramaniam Kalambur, Dinkar Sitaram, and A…"Minimally supervised sound event detection using a neural network."
Agarwal, Aditya, Syed Munawwar Quadri, Savitha Murthy, and Dinkar Sitaram."Towards quantifying the amount of uncollected garbage through image analysis."
Suresh, Susheel, Tarun Sharma, and Dinkar Sitaram.“Workload Characterization and Green Scheduling on Heterogeneous Clusters”
Aarti Jivarajani, Apoorva, Dhanya Raghu, HL Phalachandra and Dinkar Sitaram“QoS aware Resource Management for Apache Cassandra”
Yasaswi Kishore, Venkat Datta NH, K V Subramaniam and Dinkar SitaramSentiment analysis of mixed language employing Hindi-English code switching. In 2015 International Conference on Machine Learning and Cybernetics (ICMLC) (Vol. 1, pp. 271-276). IEEE.
Sitaram, D., Murthy, S., Ray, D., Sharma, D. and Dhar, K.Intrusion detection system for high volume and high velocity packet streams: A clustering approach. International Journal of Innovation, Management and Technology, 4(5), p.480.
Sitaram, D., Sharma, M., Zain, M., Sastry, A. and Todi, R.“Still Image processing Techniques for Intelligent Traffic Monitoring”
Shibani S, Supriya S, Nirupama Padmanabha, and Dinkar Sitaram“Hybrid Secure Orchestration Based Federation in Hybrid Cloud Environments”
Ashwin Naresh, Ajmal Sohail, S. Harwalkar and Dinkar Sitaram“Standards-based Integration of Advanced Key Management Capabilities with Openstack”
Utkarsh Simha, S. Harwalkar, and Dinkar Sitaram“Predicting the Next Move: Determining Mobile User Location using Semantic Information”
Nitin Bhyri, Gautham, Kidiyoor Varun SK, Subramaniam Kalambur, Dinkar Sitaram, Chid Kolle…“Parallelization of mining and searching of Time Series data using Dynamic Time Warping”
Prafullata Auradkar, Rachita Pradeep, Chaitra Prasad, Sitaram Dinkar“A Measure of Similarity of Time Series with Missing Data Using the Mahalanobis Distance”
Sitaram, Dinkar, Prafullata Auradkar, Aditya Dalwani, Anish Narang, Madhura Das“Energy Efficient Data Centers Under Availability Constraints”
Sitaram, Dinkar, H. L. Phalachandra, Gautham S, Swathi H V, and Sagar TP“Extending OpenStack to allow Federation between Clouds”
Sitaram, Dinkar, H. L. Phalachandra, Sirushti Murugesan, Pavan Sudheendra, Rohith Ananth,…“Simple Cloud Federation.” To be published in Asia Modelling Symposium 2014; The Eighth Asia International Conference on Mathematical Modelling and Computer Simulation (AMS 2014), IEEE
Sitaram, Dinkar, H. L. Phalachandra, S. Harwalkar, S. Murugesan, P. Sudheendra, R.Ananth,…“Opensim: A Simulator of OpenStack Services.” To be published in Asia Modelling Symposium 2014; The Eighth Asia In
Sitaram, Dinkar, H. L. Phalachandra, S. Harwalkar, S. Kathare, A, Srinivasan, Archana R, …“The sociophonetics of /v/ and /w/ in Indian English”
Cowie, Claire, and Tanvi Dinkar“Parallelization of Searching and Mining Time Series Data using Dynamic Time Warping”
Sitaram, Dinkar, Prafullata K, Vignesh T. S., Ahmed Shabib, Varun Shenoy, Anish Narang, C…“A multi-tenant RBAC federated system for OpenStack”
Sitaram, Dinkar, Anush Vishwanath, Pramod Ramesh, and Meghana Prashanth."Pipelining Acoustic Model Training for Speech Recognition Using Storm."
Sitaram, Dinkar, Haripriya Srinivasa Raghavan, Kapish Agarwal, Amritanshu Agrawal, Neha J…"Keystone federated security." In Internet Technology and Secured Transactions (ICITST), 2013 8th International Conference for, pp. 659-664. IEEE, 2013.
Sitaram, Dinkar, H. L. Phalachandra, Anush Vishwanath, Pramod Ramesh, Meghana Prashanth, …“Efficient Support of Big Data Storage Systems on the Cloud.”
MS, Akshay, Suhas Mohan, Vincent Kuri, Dinkar Sitaram, H. L. PhalachandraGet Involved
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