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Dheeraj Chahal
Dheeraj Chahal
Sr. Scientist
Dirección de correo verificada de tcs.com
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Migrating large deep learning models to serverless architecture
D Chahal, R Ojha, M Ramesh, R Singhal
2020 IEEE International Symposium on Software Reliability Engineering …, 2020
352020
Performance and cost comparison of cloud services for deep learning workload
D Chahal, M Mishra, S Palepu, R Singhal
Companion of the ACM/SPEC International Conference on Performance …, 2021
212021
High performance serverless architecture for deep learning workflows
D Chahal, M Ramesh, R Ojha, R Singhal
2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet …, 2021
132021
SLA-aware workload scheduling using hybrid cloud services
D Chahal, S Palepu, M Mishra, R Singhal
Proceedings of the 1st Workshop on High Performance Serverless Computing, 1-4, 2020
122020
Migrating a recommendation system to cloud using ml workflow
D Chahal, R Ojha, SR Choudhury, M Nambiar
Companion of the ACM/SPEC International Conference on Performance …, 2020
122020
Method and system for pre-deployment performance estimation of input-output intensive workloads
D Chahal, RS Virk, MK Nambiar
US Patent 10,558,549, 2020
112020
predicting performance of a software application over a target system
US Patent 9,971,669, 0
8*
SIRM: Cost efficient and SLO aware ML prediction on Fog-Cloud Network
C Phalak, D Chahal, R Singhal
2023 15th International Conference on COMmunication Systems & NETworkS …, 2023
72023
Scalable and cost-effective serverless architecture for information extraction workflows
D Chahal, SC Palepu, R Singhal
Proceedings of the 2nd Workshop on High Performance Serverless Computing, 15-23, 2022
62022
Benchmarking the data layer across serverless platforms
SC Palepu, D Chahal, M Ramesh, R Singhal
Proceedings of the 2nd Workshop on High Performance Serverless Computing, 3-7, 2022
62022
Detection of Mild Cognitive Impairment Using Image Differences and Clinical Features
L Li, JZ Wang, D Chahal, MA Eckert, C Lozar
2010 IEEE International Conference on BioInformatics and BioEngineering, 106-111, 2010
62010
Pay-as-you-train: Efficient ways of serverless training
D Chahal, M Mishra, SC Palepu, RK Singh, R Singhal
2022 IEEE International Conference on Cloud Engineering (IC2E), 116-125, 2022
52022
High Performance Serverless Architecture for Deep Learning Workflows. In 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing (CCGrid). 790--796
D Chahal, M Ramesh, R Ojha, R Singhal
IEEE, 2021
52021
Simulation based job scheduling optimization for batch workloads
D Chahal, B Mathew, M Nambiar
Proceedings of the 2019 ACM/SPEC International Conference on Performance …, 2019
52019
Multicloud deployment of ai workflows using faas and storage services
M Ramesh, D Chahal, R Singhal
2023 15th International Conference on COMmunication Systems & NETworkS …, 2023
42023
Predicting the Runtime of Memory Intensive Batch Workloads
D Chahal, B Mathew, M Nambiar
Workshop Proceedings of the 47th International Conference on Parallel …, 2018
42018
DESiDE: Discrete Event Simulation Developers Environment
B Mathew, D Chahal
Proceedings of the 8th ACM/SPEC on International Conference on Performance …, 2017
42017
Automated, parallel optimization algorithms for stochastic functions
D Chahal, SJ Stuart, S Goasguen, CJ Trout
2011 IEEE International Symposium on Parallel and Distributed Processing …, 2011
42011
iSeSA: Towards Migrating HPC and AI Workloads to Serverless Platform
D Chahal, P Gameria, R Kulkarni, A Kalele
Proceedings of the 12th Workshop on AI and Scientific Computing at Scale …, 2022
32022
A Vision on Accelerating Enterprise IT System 2.0
R Singhal, D Chahal, S Kunde, M Mishra, M Nambiar
Proceedings of the Fourth International Workshop on Data Management for End …, 2020
32020
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