Mohak Chadha

Selected publications

1. BigData

   FedLess: Secure and Scalable Federated Learning Using Serverless Computing

   Grafberger, Andreas, Chadha, Mohak, Jindal, Anshul, Gu, Jianfeng, and Gerndt, Michael

   In 2021 IEEE 9th International Conference on Big Data (IEEE BigData) 2021

   Bib HTML Slides Video

   @inproceedings{fedless,
     author = {Grafberger, Andreas and Chadha, Mohak and Jindal, Anshul and Gu, Jianfeng and Gerndt, Michael},
     booktitle = {2021 IEEE 9th International Conference on Big Data (IEEE BigData)},
     title = {FedLess: Secure and Scalable Federated Learning Using Serverless Computing},
     year = {2021},
     volume = {},
     number = {},
     abbr = {BigData},
     bibtex_show = {true},
     html = {https://arxiv.org/pdf/2111.03396.pdf},
     selected = {true},
     slides = {https://drive.google.com/file/d/1lxozQ-sGKnh74VaL81_sWvbOIsFJvVNL/view?usp=sharing},
     presentation = {https://youtu.be/qsAn5_P03k8}
   }

2. IEEE CLOUD

   Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions

   Chadha, Mohak, Jindal, Anshul, and Gerndt, Michael

   In 2021 IEEE 14th International Conference on Cloud Computing (IEEE CLOUD) 2021

   Bib HTML Slides

   @inproceedings{chadhaarchitecture,
     author = {Chadha, Mohak and Jindal, Anshul and Gerndt, Michael},
     booktitle = {2021 IEEE 14th International Conference on Cloud Computing (IEEE CLOUD)},
     title = {Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions},
     year = {2021},
     volume = {},
     number = {},
     abbr = {IEEE CLOUD},
     bibtex_show = {true},
     doi = {10.1109/CLOUD53861.2021.00062},
     html = {https://arxiv.org/pdf/2107.10008.pdf},
     selected = {true},
     slides = {https://drive.google.com/file/d/19C82gShhtBER0Vb30iQW3v7_tVEthI9g/view?usp=sharing}
   }

3. IEEE/ACM UCC

   Courier: Delivering Serverless Functions Within Heterogeneous FaaS Deployments

   Jindal, Anshul, Frielinghaus, Julian, Chadha, Mohak, and Gerndt, Michael

   In 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing (UCC) 2021

   Bib HTML

   @inproceedings{jindalcourier,
     author = {Jindal, Anshul and Frielinghaus, Julian and Chadha, Mohak and Gerndt, Michael},
     booktitle = {2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing (UCC)},
     title = {Courier: Delivering Serverless Functions Within Heterogeneous FaaS Deployments},
     year = {2021},
     volume = {},
     number = {},
     abbr = {IEEE/ACM UCC},
     url = {https://doi.org/10.1145/3468737.3494097},
     doi = {10.1145/3468737.3494097},
     bibtex_show = {true},
     html = {https://doi.org/10.1145/3468737.3494097},
     selected = {true}
   }

4. IC2E

   DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices

   Baller, Patrick Stephan, Jindal, Anshul, Chadha, Mohak, and Gerndt, Michael

   In 2021 IEEE 9th International Conference on Cloud Engineering (IC2E) 2021

   Bib HTML

   @inproceedings{deepedgebench,
     author = {Baller, Patrick Stephan and Jindal, Anshul and Chadha, Mohak and Gerndt, Michael},
     booktitle = {2021 IEEE 9th International Conference on Cloud Engineering (IC2E)},
     title = {DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices},
     year = {2021},
     volume = {},
     number = {},
     abbr = {IC2E},
     bibtex_show = {true},
     doi = {10.1109/IC2E52221.2021.00016},
     html = {https://arxiv.org/pdf/2108.09457.pdf},
     selected = {true}
   }

5. WoSC@Middleware

   Towards Demystifying Intra-Function Parallelism in Serverless Computing

   Kiener, Michael, Chadha, Mohak, and Gerndt, Michael

   In Proceedings of the 2021 Seventh International Workshop on Serverless Computing 2021

   Bib HTML Slides Video

   @inproceedings{kienerwosc,
     author = {Kiener, Michael and Chadha, Mohak and Gerndt, Michael},
     booktitle = {Proceedings of the 2021 Seventh International Workshop on Serverless Computing},
     title = {Towards Demystifying Intra-Function Parallelism in Serverless Computing},
     year = {2021},
     volume = {},
     number = {},
     abbr = {WoSC@Middleware},
     selected = {true},
     doi = {10.1145/3493651.3493672},
     bibtex_show = {true},
     html = {https://dl.acm.org/doi/10.1145/3493651.3493672},
     presentation = {https://www.youtube.com/watch?v=CUOyobcfOfo&ab_channel=MKiener},
     slides = {https://drive.google.com/file/d/1Qet50ALeZbj955NAOHEYQqLZZ5hKd8OE/view?usp=sharing}
   }