Manikya Swathi Vallabhajosyula

According to our database, Manikya Swathi Vallabhajosyula authored at least 8 papers between 2018 and 2024.

Collaborative distances:

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

2024

Orchestrating a DNN training job using an iScheduler Framework: a use case.

Manikya Swathi Vallabhajosyula, Sandeep Satish Budhya, Akanksha Jain, Maaz Baig, Rajiv Ramnath

Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024

Reference Implementation of Smart Scheduler: A CI-Aware, AI-Driven Scheduling Framework for HPC Workloads.

Manikya Swathi Vallabhajosyula, Sandeep Satish Budhya, Rajiv Ramnath

Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024

2023

Towards Characterizing DNNs to Estimate Training Time using HARP (HPC Application Resource (runtime) Predictor.

Manikya Swathi Vallabhajosyula, Rajiv Ramnath

Proceedings of the Practice and Experience in Advanced Research Computing, 2023

Insights from the HARP Framework: Using an AI-Driven Approach for Efficient Resource Allocation in HPC Scientific Workflows.

Manikya Swathi Vallabhajosyula, Rajiv Ramnath

Proceedings of the Practice and Experience in Advanced Research Computing, 2023

2022

Towards Practical, Generalizable Machine-Learning Training Pipelines to build Regression Models for Predicting Application Resource Needs on HPC Systems.

Manikya Swathi Vallabhajosyula, Rajiv Ramnath

Proceedings of the PEARC '22: Practice and Experience in Advanced Research Computing, Boston, MA, USA, July 10, 2022

Establishing a Generalizable Framework for Generating Cost-Aware Training Data and Building Unique Context-Aware Walltime Prediction Regression Models.

Manikya Swathi Vallabhajosyula, Rajiv Ramnath

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

2018

UMDuluth-CS8761 at SemEval-2018 Task 9: Hypernym Discovery using Hearst Patterns, Co-occurrence frequencies and Word Embeddings.

Arshia Zernab Hassan, Manikya Swathi Vallabhajosyula, Ted Pedersen

CoRR, 2018

UMDuluth-CS8761 at SemEval-2018 Task9: Hypernym Discovery using Hearst Patterns, Co-occurrence frequencies and Word Embeddings.

Arshia Zernab Hassan, Manikya Swathi Vallabhajosyula, Ted Pedersen

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018