A. Jindal, M. Gerndt, M. Chadha, V. Podolskiy, and P. Chen, “Function delivery network: Extending serverless computing for heterogeneous platforms,” Software: Practice and Experience, vol. 51, no. 9, pp. 1936–1963, 2021, doi: https://doi.org/10.1002/spe.2966. [Online]. Available at: https://onlinelibrary.wiley.com/doi/abs/10.1002/spe.2966
@article{fdn,
author = {Jindal, Anshul and Gerndt, Michael and Chadha, Mohak and Podolskiy, Vladimir and Chen, Pengfei},
title = {Function delivery network: Extending serverless computing for heterogeneous platforms},
journal = {Software: Practice and Experience},
volume = {51},
number = {9},
pages = {1936-1963},
keywords = {cloud computing, edge computing, function delivery network, function-as-a-service, heterogeneous Faas, heterogeneous platforms, high-performance computing, serverless computing},
doi = {https://doi.org/10.1002/spe.2966},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/spe.2966},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/spe.2966},
year = {2021},
type = {Journal},
preprint = {fdn.pdf}
}
M. Chadha, A. Jindal, and M. Gerndt, “Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions,” in 2021 IEEE 14th International Conference on Cloud Computing (CLOUD), Los Alamitos, CA, USA, 2021, pp. 478–483, doi: 10.1109/CLOUD53861.2021.00062 [Online]. Available at: https://doi.ieeecomputersociety.org/10.1109/CLOUD53861.2021.00062
@inproceedings{9582234,
author = {Chadha, M. and Jindal, A. and Gerndt, M.},
booktitle = {2021 IEEE 14th International Conference on Cloud Computing (CLOUD)},
title = {Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions},
year = {2021},
volume = {},
issn = {},
pages = {478-483},
keywords = {degradation;cloud computing;costs;instruction sets;memory management;faa;market research},
doi = {10.1109/CLOUD53861.2021.00062},
url = {https://doi.ieeecomputersociety.org/10.1109/CLOUD53861.2021.00062},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
month = sep,
type = {Conference}
}
A. Jindal and M. Gerndt, “From DevOps to NoOps: Is It Worth It?,” in Cloud Computing and Services Science, Cham, 2021, pp. 178–202.
@inproceedings{10.1007/978-3-030-72369-9_8,
author = {Jindal, Anshul and Gerndt, Michael},
editor = {Ferguson, Donald and Pahl, Claus and Helfert, Markus},
title = {From DevOps to NoOps: Is It Worth It?},
booktitle = {Cloud Computing and Services Science},
year = {2021},
publisher = {Springer International Publishing},
address = {Cham},
pages = {178--202},
isbn = {978-3-030-72369-9},
type = {Conference}
}
A. Jindal, J. Frielinghaus, M. Chadha, and M. Gerndt, “Courier: Delivering Serverless Functions Within Heterogeneous FaaS Deployments,” in 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing (UCC’21), New York, NY, USA, 2021, doi: 10.1145/3468737.3494097 [Online]. Available at: https://doi.org/10.1145/3468737.3494097
@inproceedings{courier,
author = {Jindal, Anshul and Frielinghaus, Julian and Chadha, Mohak and Gerndt, Michael},
title = {Courier: Delivering Serverless Functions Within Heterogeneous FaaS Deployments},
year = {2021},
isbn = {978-1-4503-8564-0/21/12},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3468737.3494097},
doi = {10.1145/3468737.3494097},
booktitle = {2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing (UCC'21)},
numpages = {10},
location = {Leicester, United Kingdom},
series = {UCC '21},
type = {Conference}
}
A. Jindal, P. Staab, J. Cardoso, M. Gerndt, and V. Podolskiy, “Online Memory Leak Detection in the Cloud-Based Infrastructures,” in Service-Oriented Computing – ICSOC 2020 Workshops, Cham, 2021, pp. 188–200, doi: 10.1007/978-3-030-76352-7_21.
@inproceedings{online_memory_leak,
author = {Jindal, Anshul and Staab, Paul and Cardoso, Jorge and Gerndt, Michael and Podolskiy, Vladimir},
editor = {Hacid, Hakim and Outay, Fatma and Paik, Hye-young and Alloum, Amira and Petrocchi, Marinella and Bouadjenek, Mohamed Reda and Beheshti, Amin and Liu, Xumin and Maaradji, Abderrahmane},
title = {Online Memory Leak Detection in the Cloud-Based Infrastructures},
booktitle = {Service-Oriented Computing -- ICSOC 2020 Workshops},
year = {2021},
publisher = {Springer International Publishing},
address = {Cham},
pages = {188--200},
isbn = {978-3-030-76352-7},
doi = {10.1007/978-3-030-76352-7_21},
type = {Workshop}
}
A. Jindal, M. Chadha, M. Gerndt, J. Frielinghaus, V. Podolskiy, and P. Chen, “Poster: Function Delivery Network: Extending Serverless to Heterogeneous Computing,” in 2021 IEEE 41st International Conference on Distributed Computing Systems (ICDCS), 2021, pp. 1128–1129, doi: 10.1109/ICDCS51616.2021.00120.
@inproceedings{fdn_poster,
author = {Jindal, Anshul and Chadha, Mohak and Gerndt, Michael and Frielinghaus, Julian and Podolskiy, Vladimir and Chen, Pengfei},
booktitle = {2021 IEEE 41st International Conference on Distributed Computing Systems (ICDCS)},
title = {Poster: Function Delivery Network: Extending Serverless to Heterogeneous Computing},
year = {2021},
volume = {},
number = {},
pages = {1128-1129},
doi = {10.1109/ICDCS51616.2021.00120},
type = {Poster}
}
2020
M. Chadha, A. Jindal, and M. Gerndt, “Towards Federated Learning Using FaaS Fabric,” in Proceedings of the 2020 Sixth International Workshop on Serverless Computing, New York, NY, USA, 2020, pp. 49–54, doi: 10.1145/3429880.3430100 [Online]. Available at: https://doi.org/10.1145/3429880.3430100
@inproceedings{faas_fabric,
author = {Chadha, Mohak and Jindal, Anshul and Gerndt, Michael},
title = {Towards Federated Learning Using FaaS Fabric},
year = {2020},
isbn = {9781450382045},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3429880.3430100},
doi = {10.1145/3429880.3430100},
booktitle = {Proceedings of the 2020 Sixth International Workshop on Serverless Computing},
pages = {49–54},
numpages = {6},
keywords = {Serverless, Function-as-a-service, FaaS, Neural networks, Federated learning, FaaS platforms},
location = {Delft, Netherlands},
series = {WoSC'20},
type = {Workshop}
}
C.-F. Fan., A. Jindal., and M. Gerndt., “Microservices vs Serverless: A Performance Comparison on a Cloud-native Web Application,” in Proceedings of the 10th International Conference on Cloud Computing and Services Science - CLOSER, 2020, pp. 204–215, doi: 10.5220/0009792702040215.
@conference{closer20,
author = {Fan., Chen{-}Fu and Jindal., Anshul and Gerndt., Michael},
title = {Microservices vs Serverless: A Performance Comparison on a Cloud-native Web Application},
booktitle = {Proceedings of the 10th International Conference on Cloud Computing and Services Science - CLOSER,},
year = {2020},
pages = {204-215},
publisher = {SciTePress},
organization = {INSTICC},
doi = {10.5220/0009792702040215},
isbn = {978-989-758-424-4},
issn = {2184-5042},
type = {Conference}
}
L. Espe., A. Jindal., V. Podolskiy., and M. Gerndt., “Performance Evaluation of Container Runtimes,” in Proceedings of the 10th International Conference on Cloud Computing and Services Science - CLOSER, 2020, pp. 273–281, doi: 10.5220/0009340402730281.
@conference{closer20container,
author = {Espe., Lennart and Jindal., Anshul and Podolskiy., Vladimir and Gerndt., Michael},
title = {Performance Evaluation of Container Runtimes},
booktitle = {Proceedings of the 10th International Conference on Cloud Computing and Services Science - CLOSER,},
year = {2020},
pages = {273-281},
publisher = {SciTePress},
organization = {INSTICC},
doi = {10.5220/0009340402730281},
isbn = {978-989-758-424-4},
issn = {2184-5042},
type = {Conference}
}
A. Jindal, B. Strahm, V. Podolskiy, and M. Gerndt, “Windsurfing with APPA: Automating Computational Fluid Dynamics Simulations of Wind Flow using Cloud Computing,” in 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), 2020, pp. 400–407, doi: 10.1109/PDP50117.2020.00068.
@inproceedings{appa,
author = {Jindal, Anshul and Strahm, Benedikt and Podolskiy, Vladimir and Gerndt, Michael},
booktitle = {2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP)},
title = {Windsurfing with APPA: Automating Computational Fluid Dynamics Simulations of Wind Flow using Cloud Computing},
year = {2020},
volume = {},
number = {},
pages = {400-407},
doi = {10.1109/PDP50117.2020.00068},
type = {Conference}
}
A. Jindal, M. Gerndt, M. Bauch, and H. Haddouti, “Scalable Infrastructure and Workflow for Anomaly Detection in an Automotive Industry,” in 2020 International Conference on Innovative Trends in Information Technology (ICITIIT), 2020, pp. 1–6, doi: 10.1109/ICITIIT49094.2020.9071555.
@inproceedings{scalable_anomaly_detection,
author = {Jindal, Anshul and Gerndt, Michael and Bauch, Mario and Haddouti, Hachim},
booktitle = {2020 International Conference on Innovative Trends in Information Technology (ICITIIT)},
title = {Scalable Infrastructure and Workflow for Anomaly Detection in an Automotive Industry},
year = {2020},
volume = {},
number = {},
pages = {1-6},
doi = {10.1109/ICITIIT49094.2020.9071555},
type = {Conference}
}
2019
A. Jindal, V. Podolskiy, and M. Gerndt, “Performance Modeling for Cloud Microservice Applications,” in Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering, New York, NY, USA, 2019, pp. 25–32, doi: 10.1145/3297663.3310309 [Online]. Available at: https://doi.org/10.1145/3297663.3310309
@inproceedings{perf_modeling,
author = {Jindal, Anshul and Podolskiy, Vladimir and Gerndt, Michael},
title = {Performance Modeling for Cloud Microservice Applications},
year = {2019},
isbn = {9781450362399},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3297663.3310309},
doi = {10.1145/3297663.3310309},
booktitle = {Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering},
pages = {25–32},
numpages = {8},
keywords = {regression, cloud, performance modeling, scaling, microservice application, performance modeling microservice, kubernetes, microservice capacity, aws, microservice, cloud computing},
location = {Mumbai, India},
series = {ICPE '19},
type = {Conference}
}
V. Podolskiy, A. Jindal, and M. Gerndt, “Multilayered autoscaling performance evaluation: Can virtual machines and containers co-scale?,” International journal of applied mathematics and computer science, vol. 29, no. 2, 2019, doi: 10.2478/amcs-2019-0017.
@article{podolskiy2019multilayered,
title = {Multilayered autoscaling performance evaluation: Can virtual machines and containers co-scale?},
author = {Podolskiy, Vladimir and Jindal, Anshul and Gerndt, Michael},
journal = {International journal of applied mathematics and computer science},
volume = {29},
number = {2},
year = {2019},
doi = {10.2478/amcs-2019-0017},
type = {Journal}
}
2018
V. Podolskiy, A. Jindal, and M. Gerndt, “IaaS Reactive Autoscaling Performance Challenges,” in 2018 IEEE 11th International Conference on Cloud Computing (CLOUD), 2018, pp. 954–957, doi: 10.1109/CLOUD.2018.00144.
@inproceedings{autoscale_challenges,
author = {Podolskiy, Vladimir and Jindal, Anshul and Gerndt, Michael},
booktitle = {2018 IEEE 11th International Conference on Cloud Computing (CLOUD)},
title = {IaaS Reactive Autoscaling Performance Challenges},
year = {2018},
volume = {},
number = {},
pages = {954-957},
doi = {10.1109/CLOUD.2018.00144},
type = {Conference}
}
V. Podolskiy, A. Jindal, M. Gerndt, and Y. Oleynik, “Forecasting Models for Self-Adaptive Cloud Applications: A Comparative Study,” in 2018 IEEE 12th International Conference on Self-Adaptive and Self-Organizing Systems (SASO), 2018, pp. 40–49, doi: 10.1109/SASO.2018.00015.
@inproceedings{forecasting_models,
author = {Podolskiy, Vladimir and Jindal, Anshul and Gerndt, Michael and Oleynik, Yury},
booktitle = {2018 IEEE 12th International Conference on Self-Adaptive and Self-Organizing Systems (SASO)},
title = {Forecasting Models for Self-Adaptive Cloud Applications: A Comparative Study},
year = {2018},
volume = {},
number = {},
pages = {40-49},
doi = {10.1109/SASO.2018.00015},
type = {Conference}
}
A. Jindal, V. Podolskiy, and M. Gerndt, “Autoscaling Performance Measurement Tool,” in Companion of the 2018 ACM/SPEC International Conference on Performance Engineering, New York, NY, USA, 2018, pp. 91–92, doi: 10.1145/3185768.3186293 [Online]. Available at: https://doi.org/10.1145/3185768.3186293
@inproceedings{apmt,
author = {Jindal, Anshul and Podolskiy, Vladimir and Gerndt, Michael},
title = {Autoscaling Performance Measurement Tool},
year = {2018},
isbn = {9781450356299},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3185768.3186293},
doi = {10.1145/3185768.3186293},
booktitle = {Companion of the 2018 ACM/SPEC International Conference on Performance Engineering},
pages = {91–92},
numpages = {2},
keywords = {cloud, autoscaling performance analysis, autoscaling, IAAS},
location = {Berlin, Germany},
series = {ICPE '18},
type = {Workshop}
}
2017
A. Jindal, V. Podolskiy, and M. Gerndt, “Multilayered Cloud Applications Autoscaling Performance Estimation,” in 2017 IEEE 7th International Symposium on Cloud and Service Computing (SC2), 2017, pp. 24–31, doi: 10.1109/SC2.2017.12.
@inproceedings{scalex,
author = {Jindal, Anshul and Podolskiy, Vladimir and Gerndt, Michael},
booktitle = {2017 IEEE 7th International Symposium on Cloud and Service Computing (SC2)},
title = {Multilayered Cloud Applications Autoscaling Performance Estimation},
year = {2017},
volume = {},
number = {},
pages = {24-31},
doi = {10.1109/SC2.2017.12},
type = {Conference}
}
