Shruti Kunde

According to our database, Shruti Kunde authored at least 20 papers between 2013 and 2023.

Collaborative distances:

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

2023

GEMS: Generating Efficient Meta-Subnets.

Varad Pimpalkhute, Shruti Kunde, Rekha Singhal

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

RAxC: Reflexivity-based Approximate Computing techniques for efficient remote sensing.

Aaditi Kapre, Shruti Kunde, Sparsh Mittal, Rekha Singhal

Proceedings of the IEEE International Conference on Big Data, 2023

DAFTA: Distributed Architecture for Fusion-Transformer training Acceleration.

Shailesh Shankar Deshpande, Shruti Kunde, Ravi Singh, Chaman Banolia, Rekha Singhal, Balamurlidhar P.

Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, 2023

2022

Learning-to-learn efficiently with self-learning.

Shruti Kunde, Sharod Roy Choudhury, Amey Pandit, Rekha Singhal

Proceedings of the DEEM '22: Proceedings of the Sixth Workshop on Data Management for End-To-End Machine Learning Philadelphia, 2022

MetaFaaS: learning-to-learn on serverless.

Varad Pimpalkhute, Shruti Kunde, Rekha Singhal, Surya Palepu, Dheeraj Chahal, Amey Pandit

Proceedings of the BiDEDE '22: Proceedings of The International Workshop on Big Data in Emergent Distributed Environments, 2022

Metamodel driven acceleration of actor-based simulation.

Chetan Phalak, Mayank Mishra, Shruti Kunde, Rekha Singhal, Sana Iqbal

Proceedings of the BiDEDE '22: Proceedings of The International Workshop on Big Data in Emergent Distributed Environments, 2022

2021

Distributed training for accelerating metalearning algorithms.

Shruti Kunde, Amey Pandit, Mayank Mishra, Rekha Singhal

Proceedings of the BiDEDE '21: Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, 2021

Data-Efficient Training of High-Resolution Images in Medical Domain.

Shruti Kunde, Amey Pandit, Kushagra Mahajan, Monika Sharma, Rekha Singhal, Lovekesh Vig

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2020

A Vision on Accelerating Enterprise IT System 2.0.

Rekha Singhal, Dheeraj Chahal, Shruti Kunde, Mayank Mishra, Manoj Nambiar

Proceedings of the Fourth Workshop on Data Management for End-To-End Machine Learning, 2020

Recommending in changing times.

Shruti Kunde, Mayank Mishra, Amey Pandit, Rekha Singhal, Manoj Karunakaran Nambiar, Gautam Shroff, Shashank Gupta

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Benchmarking performance of RaySGD and Horovod for big data applications.

Shruti Kunde, Amey Pandit, Rekha Singhal

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2018

ATA: Architecture-based technology advisor for functional application domains.

Shruti Kunde, Chetan Phalak, Rekha Singhal, Manoj Nambiar

Proceedings of the 2018 Annual IEEE International Systems Conference, 2018

ATA: architecture-based technology advisor tool.

Chetan Phalak, Shruti Kunde

Proceedings of the 12th European Conference on Software Architecture: Companion Proceedings, 2018

Cracking the monolith: challenges in data transitioning to cloud native architectures.

Mayank Mishra, Shruti Kunde, Manoj Nambiar

Proceedings of the 12th European Conference on Software Architecture: Companion Proceedings, 2018

2017

Technology Migration Challenges in a Big Data Architecture Stack.

Rekha Singhal, Shruti Kunde

Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017

2016

CAPReS: Context Aware Persona Based Recommendation for Shoppers.

Joydeep Banerjee, Gurulingesh Raravi, Manoj Gupta, Sindhu Kiranmai Ernala, Shruti Kunde, Koustuv Dasgupta

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Workload characterization model for optimal resource allocation in cloud middleware.

Shruti Kunde, Tridib Mukherjee

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

A Scalable Approach for Context Based Complex Service Discovery.

Shruti Kunde, Rahul Ghosh, Tridib Mukherjee, Aditya Hegde, Varun Sharma

Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Service Assurance Framework for Enterprise Task Crowdsourcing.

Chithralekha Balamurugan, Shruti Kunde, Avantika Gupta, Deepthi Chander, Koustuv Dasgupta

Proceedings of the 2015 IEEE International Conference on Services Computing, 2015

2013

CloudAdvisor: A Recommendation-as-a-Service Platform for Cloud Configuration and Pricing.

Gueyoung Jung, Tridib Mukherjee, Shruti Kunde, Hyunjoo Kim, Naveen Sharma, Frank Goetz

Proceedings of the IEEE Ninth World Congress on Services, 2013