Kanak Mahadik

According to our database, Kanak Mahadik authored at least 26 papers between 2011 and 2024.

Collaborative distances:

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

2024

Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning.

Kaige Xie, Tong Yu, Haoliang Wang, Junda Wu, Handong Zhao, Ruiyi Zhang, Kanak Mahadik, Ani Nenkova, Mark O. Riedl

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Graph Deep Factors for Probabilistic Time-series Forecasting.

Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry

ACM Trans. Knowl. Discov. Data, February, 2023

Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer.

Kaige Xie, Tong Yu, Haoliang Wang, Junda Wu, Handong Zhao, Ruiyi Zhang, Kanak Mahadik, Ani Nenkova, Mark O. Riedl

CoRR, 2023

Hypergraph Neural Networks for Time-series Forecasting.

Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Lerna: transformer architectures for configuring error correction tools for short- and long-read genome sequencing.

Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji

BMC Bioinform., 2022

Correlated Stochastic Knapsack with a Submodular Objective.

Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik

Proceedings of the 30th Annual European Symposium on Algorithms, 2022

AutoMARS: Searching to Compress Multi-Modality Recommendation Systems.

Duc Hoang, Haotao Wang, Handong Zhao, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Zhangyang Wang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

AutoForecast: Automatic Time-Series Forecasting Model Selection.

Mustafa Abdallah, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Handong Zhao, Saurabh Bagchi

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

SandPiper: A Cost-Efficient Adaptive Framework for Online Recommender Systems.

Prashanth Thinakaran, Kanak Mahadik, Jashwant Raj Gunasekaran, Mahmut Taylan Kandemir, Chita R. Das

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Scheduling ML training on unreliable spot instances.

Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik

Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021, 2021

Graph Deep Factors for Forecasting with Applications to Cloud Resource Allocation.

Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Context Integrated Relational Spatio-Temporal Resource Forecasting.

Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Hoda Eldardiry

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Graph Deep Factors for Forecasting.

Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry

CoRR, 2020

A Context Integrated Relational Spatio-Temporal Model for Demand and Supply Forecasting.

Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Hoda Eldardiry

CoRR, 2020

Fast Distributed Bandits for Online Recommendation Systems.

Kanak Mahadik, Qingyun Wu, Shuai Li, Amit Sabne

CoRR, 2020

Fast distributed bandits for online recommendation systems.

Kanak Mahadik, Qingyun Wu, Shuai Li, Amit Sabne

Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020

Scaling Dnn-Based Video Analysis By Coarse-Grained And Fine-Grained Parallelism.

Phanwadee Sinthong, Kanak Mahadik, Somdeb Sarkhel, Saayan Mitra

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Designing an Interactive Dashboard for Automated Cloud Resource Management.

Sana Malik, Kanak Mahadik

Proceedings of the Workshop on Automation Experience across Domains, 2020

2019

Linear Quadratic Regulator for Resource-Efficient Cloud Services.

Youngsuk Park, Kanak Mahadik, Ryan A. Rossi, Gang Wu, Handong Zhao

Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

2018

Performance extraction and suitability analysis of multi- and many-core architectures for next generation sequencing secondary analysis.

Sanchit Misra, Tony C. Pan, Kanak Mahadik, George Powley, Priya N. Vaidya, Md. Vasimuddin, Srinivas Aluru

Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018

2017

Scalable Genomic Assembly through Parallel <i>de Bruijn</i> Graph Construction for Multiple K-mers.

Kanak Mahadik, Christopher Wright, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016

SARVAVID: A Domain Specific Language for Developing Scalable Computational Genomics Applications.

Kanak Mahadik, Christopher Wright, Jinyi Zhang, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji

Proceedings of the 2016 International Conference on Supercomputing, 2016

2015

Do specialized distributed frameworks for bioinformatics applications obtain better performance over generic ones?

Kanak Mahadik, Wei Tang, Saurabh Bagchi, Folker Meyer

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

2014

Orion: Scaling Genomic Sequence Matching with Fine-Grained Parallelization.

Kanak Mahadik, Somali Chaterji, Bowen Zhou, Milind Kulkarni, Saurabh Bagchi

Proceedings of the International Conference for High Performance Computing, 2014

Workload characterization for MG-RAST metagenomic data analytics service in the cloud.

Wei Tang, Jared Bischof, Narayan Desai, Kanak Mahadik, Wolfgang Gerlach, Travis Harrison, Andreas Wilke, Folker Meyer

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2011

Flexible resource allocation for reliable virtual cluster computing systems.

Thomas J. Hacker, Kanak Mahadik

Proceedings of the Conference on High Performance Computing Networking, 2011