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 | 35 | 2020 |
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 | 21 | 2021 |
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 | 13 | 2021 |
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 | 12 | 2020 |
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 | 12 | 2020 |
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 | 11 | 2020 |
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 | 7 | 2023 |
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 | 6 | 2022 |
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 | 6 | 2022 |
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 | 6 | 2010 |
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 | 5 | 2022 |
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 | 5 | 2021 |
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 | 5 | 2019 |
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 | 4 | 2023 |
Predicting the Runtime of Memory Intensive Batch Workloads D Chahal, B Mathew, M Nambiar Workshop Proceedings of the 47th International Conference on Parallel …, 2018 | 4 | 2018 |
DESiDE: Discrete Event Simulation Developers Environment B Mathew, D Chahal Proceedings of the 8th ACM/SPEC on International Conference on Performance …, 2017 | 4 | 2017 |
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 | 4 | 2011 |
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 | 3 | 2022 |
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 | 3 | 2020 |