Informatics 10 - Associate Professorship of Architecture of Parallel and Distributed Systems

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  • 2024

    Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments

    Chadha, M., Jensen, A., Gu, J., Abboud, O. & Gerndt, M., 2024, Proceedings - 2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2024. Institute of Electrical and Electronics Engineers Inc., p. 206-215 10 p. (Proceedings - 2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Economy-based Greedy Bidding for Resources for CAE Workflows in Hybrid Cloud Infrastructure

    Dasgupta, S., Uustalu, T., Gerndt, M. & Gholami, B., 2024, Proceedings - 2024 IEEE 20th International Conference on e-Science, e-Science 2024. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2024 IEEE 20th International Conference on e-Science, e-Science 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Elastic Workflows in Hybrid Cloud for CAE Simulations

    Dasgupta, S., Gerndt, M. & Gholami, B., 2024, Proceedings - 2024 IEEE International Conference on Cloud Engineering, IC2E 2024. Institute of Electrical and Electronics Engineers Inc., p. 251-252 2 p. (Proceedings - 2024 IEEE International Conference on Cloud Engineering, IC2E 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • GFaaS: Enabling Generic Functions in Serverless Computing

    Chadha, M., Wieland, P. & Gerndt, M., 2024, Proceedings - 2024 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2024. Institute of Electrical and Electronics Engineers Inc., p. 57-61 5 p. (Proceedings - 2024 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Training Heterogeneous Client Models using Knowledge Distillation in Serverless Federated Learning

    Chadha, M., Khera, P., Gu, J., Abboud, O. & Gerndt, M., 8 Apr 2024, 39th Annual ACM Symposium on Applied Computing, SAC 2024. Association for Computing Machinery, p. 997-1006 10 p. (Proceedings of the ACM Symposium on Applied Computing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations
  • 2023

    An Optical Transceiver Reliability Study based on SFP Monitoring and OS-level Metric Data

    Notaro, P., Yu, Q., Haeri, S., Cardoso, J. & Gerndt, M., 2023, Proceedings - 23rd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2023. Simmhan, Y., Altintas, I., Varbanescu, A.-L., Balaji, P., Prasad, A. S. & Carnevale, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-12 12 p. (Proceedings - 23rd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Automated Energy Modeling Framework for Microcontroller-Based Edge Computing Nodes

    Lange, E. O., Jose, J. M., Benedict, S. & Gerndt, M., 2023, Advanced Network Technologies and Intelligent Computing - 2nd International Conference, ANTIC 2022, Proceedings. Woungang, I., Dhurandher, S. K., Pattanaik, K. K., Verma, A. & Verma, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 422-437 16 p. (Communications in Computer and Information Science; vol. 1797 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • E2D2: Elephant Emotion and Distraction Detection Framework using Edge-Enabled YOLOv5 Deep Learning Algorithm

    Chiu, Y. J., Benedict, S. & Gerndt, M., 2023, Proceedings of IEEE InC4 2023 - 2023 IEEE International Conference on Contemporary Computing and Communications. Institute of Electrical and Electronics Engineers Inc., (Proceedings of IEEE InC4 2023 - 2023 IEEE International Conference on Contemporary Computing and Communications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Exploring the Use of WebAssembly in HPC

    Chadha, M., Krueger, N., John, J., Jindal, A., Gerndt, M. & Benedict, S., 25 Feb 2023, PPoPP 2023 - Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming. Association for Computing Machinery, p. 92-106 15 p. (Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations

  • FaST-GShare: Enabling Efficient Spatio-Temporal GPU Sharing in Serverless Computing for Deep Learning Inference

    Gu, J., Zhu, Y., Wang, P., Chadha, M. & Gerndt, M., 7 Aug 2023, 52nd International Conference on Parallel Processing, ICPP 2023 - Main Conference Proceedings. Association for Computing Machinery, p. 635-644 10 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    7 Scopus citations

  • GreenCourier: Carbon-Aware Scheduling for Serverless Functions

    Chadha, M., Subramanian, T., Arima, E., Gerndt, M., Schulz, M. & Abboud, O., 11 Dec 2023, WoSC 2023 - Proceedings of the 2023 9th International Workshop on Serverless, Part of: Middleware 2023. Association for Computing Machinery, Inc, p. 18-23 6 p. (WoSC 2023 - Proceedings of the 2023 9th International Workshop on Serverless, Part of: Middleware 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations

  • iCheck: Leveraging RDMA and Malleability for Application-Level Checkpointing in HPC Systems

    John, J., Araya, I. D. N. & Gerndt, M., 2023, Proceedings - 2022 IEEE 28th International Conference on Parallel and Distributed Systems, ICPADS 2022. IEEE Computer Society, p. 467-474 8 p. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 2023-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sustainability in HPC: Vision and Opportunities

    Chadha, M., Arima, E., Raoofy, A., Gerndt, M. & Schulz, M., 12 Nov 2023, Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023. Association for Computing Machinery, p. 1876-1880 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2022

    Bunk8s: Enabling Easy Integration Testing of Microservices in Kubernetes

    Reile, C., Chadha, M., Hauner, V., Jindal, A., Hofmann, B. & Gerndt, M., 2022, Proceedings - 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2022. Institute of Electrical and Electronics Engineers Inc., p. 459-463 5 p. (Proceedings - 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations

  • FaDO: FaaS Functions and Data Orchestrator for Multiple Serverless Edge-Cloud Clusters

    Smith, C. P., Jindal, A., Chadha, M., Gerndt, M. & Benedict, S., 2022, Proceedings - 6th IEEE International Conference on Fog and Edge Computing, ICFEC 2022. Mashayekhy, L., Schulte, S., Cardellini, V., Kantarci, B., Simmhan, Y. & Varghese, B. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 17-25 9 p. (Proceedings - 6th IEEE International Conference on Fog and Edge Computing, ICFEC 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    34 Scopus citations

  • FedLesScan: Mitigating Stragglers in Serverless Federated Learning

    Elzohairy, M., Chadha, M., Jindal, A., Grafberger, A., Gu, J., Gerndt, M. & Abboud, O., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1230-1237 8 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    7 Scopus citations

  • IAD: Indirect Anomalous VMMs Detection in the Cloud-Based Environment

    Jindal, A., Shakhat, I., Cardoso, J., Gerndt, M. & Podolskiy, V., 2022, Service-Oriented Computing – ICSOC 2021 Workshops - AIOps, STRAPS, AI-PA and Satellite Events, Proceedings. Hacid, H., Aldwairi, M., Bouadjenek, M. R., Petrocchi, M., Faci, N., Outay, F., Beheshti, A., Thamsen, L. & Dong, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 190-201 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13236 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • LoRa-Powered Energy-Effcient Object Detection Mechanism in Edge Computing Nodes

    Jindal, A., Jose, J. M., Benedict, S. & Gerndt, M., 2022, 6th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud), I-SMAC 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 237-244 8 p. (6th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud), I-SMAC 2022 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • MAFF: Self-adaptive Memory Optimization for Serverless Functions

    Zubko, T., Jindal, A., Chadha, M. & Gerndt, M., 2022, Service-Oriented and Cloud Computing - 9th IFIP WG 6.12 European Conference, ESOCC 2022, Proceedings. Montesi, F., Papadopoulos, G. A. & Zimmermann, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 137-154 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13226 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Migrating from Microservices to Serverless: An IoT Platform Case Study

    Chadha, M., Pacyna, V., Jindal, A., Gu, J. & Gerndt, M., 7 Nov 2022, WoSC 2022 - Proceedings of the 8th International Workshop on Serverless Computing, Part of Middleware 2022. Association for Computing Machinery, Inc, p. 19-24 6 p. (WoSC 2022 - Proceedings of the 8th International Workshop on Serverless Computing, Part of Middleware 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Scalable Infrastructure for Workload Characterization of Cluster Traces

    van Loo, T., Jindal, A., Benedict, S., Chadha, M. & Gerndt, M., 2022, Proceedings of the 12th International Conference on Cloud Computing and Services Science, CLOSER 2022. van Steen, M., Ferguson, D. & Pahl, C. (eds.). Science and Technology Publications, Lda, p. 254-263 10 p. (International Conference on Cloud Computing and Services Science, CLOSER - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • SLAM: SLO-Aware Memory Optimization for Serverless Applications

    Safaryan, G., Jindal, A., Chadha, M. & Gerndt, M., 2022, Proceedings - 2022 IEEE 15th International Conference on Cloud Computing, CLOUD 2022. Ardagna, C. A., Atukorala, N., Buyya, R., Chang, C. K., Chang, R. N., Damiani, E., Dasgupta, G. B., Gagliardi, F., Hagleitner, C., Milojicic, D., Trong, T. M. H., Ward, R., Xhafa, F. & Zhang, J. (eds.). IEEE Computer Society, p. 30-39 10 p. (IEEE International Conference on Cloud Computing, CLOUD; vol. 2022-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    16 Scopus citations
  • 2021

    Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions

    Chadha, M., Jindal, A. & Gerndt, M., Sep 2021, Proceedings - 2021 IEEE 14th International Conference on Cloud Computing, CLOUD 2021. Ardagna, C. A., Chang, C. K., Daminai, E., Ranjan, R., Wang, Z., Ward, R., Zhang, J. & Zhang, W. (eds.). IEEE Computer Society, p. 478-483 6 p. (IEEE International Conference on Cloud Computing, CLOUD; vol. 2021-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    16 Scopus citations

  • A Systematic Mapping Study in AIOps

    Notaro, P., Cardoso, J. & Gerndt, M., 2021, Service-Oriented Computing – ICSOC 2020 Workshops - AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Proceedings. Hacid, H., Outay, F., Paik, H.-Y., Alloum, A., Petrocchi, M., Bouadjenek, M. R., Beheshti, A., Liu, X. & Maaradji, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 110-123 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12632 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    17 Scopus citations

  • Consistent Resource Utilization for Cross-Platform and Replicable Load-Testing: A Position Paper

    McCarthy, H., Podolskiy, V., Gerndt, M. & Patros, P., 2021, Companion Proceedings - 24th International Conference on Model-Driven Engineering Languages and Systems, MODELS-C 2021. Institute of Electrical and Electronics Engineers Inc., p. 203-209 7 p. (Companion Proceedings - 24th International Conference on Model-Driven Engineering Languages and Systems, MODELS-C 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Courier: Delivering serverless functions within heterogeneous FaaS deployments

    Jindal, A., Frielinghaus, J., Chadha, M. & Gerndt, M., 6 Dec 2021, Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2021. Association for Computing Machinery, 3494097. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices

    Baller, S. P., Jindal, A., Chadha, M. & Gerndt, M., 2021, Proceedings - 2021 IEEE International Conference on Cloud Engineering, IC2E 2021. Institute of Electrical and Electronics Engineers Inc., p. 20-30 11 p. (Proceedings - 2021 IEEE International Conference on Cloud Engineering, IC2E 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    57 Scopus citations

  • Estimating the capacities of function-as-a-service functions

    Jindal, A., Chadha, M., Benedict, S. & Gerndt, M., 6 Dec 2021, Companion Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2021. Association for Computing Machinery, 3495628. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    10 Scopus citations

  • FedLess: Secure and Scalable Federated Learning Using Serverless Computing

    Grafberger, A., Chadha, M., Jindal, A., Gu, J. & Gerndt, M., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 164-173 10 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    38 Scopus citations

  • From DevOps to NoOps: Is It Worth It?

    Jindal, A. & Gerndt, M., 2021, Cloud Computing and Services Science - 10th International Conference, CLOSER 2020, Revised Selected Papers. Ferguson, D., Pahl, C. & Helfert, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 178-202 25 p. (Communications in Computer and Information Science; vol. 1399 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Online Memory Leak Detection in the Cloud-Based Infrastructures

    Jindal, A., Staab, P., Cardoso, J., Gerndt, M. & Podolskiy, V., 2021, Service-Oriented Computing – ICSOC 2020 Workshops - AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Proceedings. Hacid, H., Outay, F., Paik, H.-Y., Alloum, A., Petrocchi, M., Bouadjenek, M. R., Beheshti, A., Liu, X. & Maaradji, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 188-200 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12632 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations

  • Poster: Function delivery network: Extending serverless to heterogeneous computing

    Jindal, A., Chadha, M., Gerndt, M., Frielinghaus, J., Podolskiy, V. & Chen, P., Jul 2021, Proceedings - 2021 IEEE 41st International Conference on Distributed Computing Systems, ICDCS 2021. Institute of Electrical and Electronics Engineers Inc., p. 1128-1129 2 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2021-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Towards Autoscaling with Guarantees on Kubernetes Clusters

    Burroughs, S., Dickel, H., Van Zijl, M., Podolskiy, V., Gerndt, M., Malik, R. & Patros, P., 2021, Proceedings - 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2021. El-Araby, E., Kalogeraki, V., Pianini, D., Lassabe, F., Porter, B., Ghahremani, S., Nunes, I., Bakhouya, M. & Tomforde, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 295-296 2 p. (Proceedings - 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Towards Demystifying Intra-Function Parallelism in Serverless Computing

    Kiener, M., Chadha, M. & Gerndt, M., 6 Dec 2021, Proceedings of the 7th International Workshop on Serverless Computing, WoSC 2021. Association for Computing Machinery, Inc, p. 42-49 8 p. (Proceedings of the 7th International Workshop on Serverless Computing, WoSC 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    10 Scopus citations
  • 2020

    Automatic selection of tuning plugins in PTF using machine learning

    Mijakovic, R. & Gerndt, M., May 2020, Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020. Institute of Electrical and Electronics Engineers Inc., p. 349-358 10 p. 9150408. (Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Exploiting Dynamism in HPC Applications to Optimize Energy-Efficiency

    Kumaraswamy, M. & Gerndt, M., 17 Aug 2020, 49th International Conference on Parallel Processing, ICPP 2020 - Workshop Proceedings. Association for Computing Machinery, 9. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Extending SLURM for Dynamic Resource-Aware Adaptive Batch Scheduling

    Chadha, M., John, J. & Gerndt, M., Dec 2020, Proceedings - 2020 IEEE 27th International Conference on High Performance Computing, Data, and Analytics, HiPC 2020. Institute of Electrical and Electronics Engineers Inc., p. 223-232 10 p. 9406729. (Proceedings - 2020 IEEE 27th International Conference on High Performance Computing, Data, and Analytics, HiPC 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    14 Scopus citations

  • Invasive computing for power corridor management

    John, J., Narvaez, S. & Gerndt, M., 2020, Parallel Computing: Technology Trends. Foster, I., Joubert, G. R., Kucera, L., Nagel, W. E. & Peters, F. (eds.). IOS Press BV, p. 386-395 10 p. (Advances in Parallel Computing; vol. 36).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations

  • Microservices vs serverless: A performance comparison on a cloud-native web application

    Fan, C. F., Jindal, A. & Gerndt, M., 2020, CLOSER 2020 - Proceedings of the 10th International Conference on Cloud Computing and Services Science. Ferguson, D., Helfert, M. & Pahl, C. (eds.). SciTePress, p. 204-215 12 p. (CLOSER 2020 - Proceedings of the 10th International Conference on Cloud Computing and Services Science).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    20 Scopus citations

  • Performance evaluation of container runtimes

    Espe, L., Jindal, A., Podolskiy, V. & Gerndt, M., 2020, CLOSER 2020 - Proceedings of the 10th International Conference on Cloud Computing and Services Science. Ferguson, D., Helfert, M. & Pahl, C. (eds.). SciTePress, p. 273-281 9 p. (CLOSER 2020 - Proceedings of the 10th International Conference on Cloud Computing and Services Science).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    26 Scopus citations

  • Scalable Infrastructure and Workflow for Anomaly Detection in an Automotive Industry

    Jindal, A., Gerndt, M., Bauch, M. & Haddouti, H., Feb 2020, 2020 International Conference on Innovative Trends in Information Technology, ICITIIT 2020. Institute of Electrical and Electronics Engineers Inc., 9071555. (2020 International Conference on Innovative Trends in Information Technology, ICITIIT 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Toward an End-to-End Auto-tuning Framework in HPC PowerStack

    Wu, X., Marathe, A., Jana, S., Vysocky, O., John, J., Bartolini, A., Riha, L., Gerndt, M., Taylor, V. & Bhalachandra, S., Sep 2020, Proceedings - 2020 IEEE International Conference on Cluster Computing, CLUSTER 2020. Institute of Electrical and Electronics Engineers Inc., p. 473-483 11 p. 9229602. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2020-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    11 Scopus citations

  • Towards Federated Learning using FaaS Fabric

    Chadha, M., Jindal, A. & Gerndt, M., 7 Dec 2020, WOSC 2020 - Proceedings of the 2020 6th International Workshop on Serverless Computing, Part of Middleware 2020. Association for Computing Machinery, Inc, p. 49-54 6 p. (WOSC 2020 - Proceedings of the 2020 6th International Workshop on Serverless Computing, Part of Middleware 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    21 Scopus citations

  • Windsurfing with APPA: Automating computational fluid dynamics simulations of wind flow using cloud computing

    Jindal, A., Strahm, B., Podolskiy, V. & Gerndt, M., Mar 2020, Proceedings - 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2020. Institute of Electrical and Electronics Engineers Inc., p. 400-407 8 p. 9092131. (Proceedings - 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2019

    Capacity-Driven Scaling Schedules Derivation for Coordinated Elasticity of Containers and Virtual Machines

    Ramirez, Y. M., Podolskiy, V. & Gerndt, M., Jun 2019, Proceedings - 2019 IEEE International Conference on Autonomic Computing, ICAC 2019. Institute of Electrical and Electronics Engineers Inc., p. 177-186 10 p. 8831221. (Proceedings - 2019 IEEE International Conference on Autonomic Computing, ICAC 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    12 Scopus citations

  • Evaluation of autoscaling metrics for (stateful) IoT gateways

    Dickel, H., Podolskiy, V. & Gerndt, M., Nov 2019, Proceedings - 2019 IEEE 12th Conference on Service-Oriented Computing and Applications, SOCA 2019. Institute of Electrical and Electronics Engineers Inc., p. 17-24 8 p. 8953018. (Proceedings - 2019 IEEE 12th Conference on Service-Oriented Computing and Applications, SOCA 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Integration of apache spark with invasive resource manager

    Chacko, J. A., Ureña, I. A. C. & Gerndt, M., Aug 2019, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 1553-1560 8 p. 9060205. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Maintaining SLOs of Cloud-Native Applications Via Self-Adaptive Resource Sharing

    Podolskiy, V., Mayo, M., Koey, A., Gerndt, M. & Patros, P., Jun 2019, Proceedings - 2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2019. IEEE Computer Society, p. 72-81 10 p. 8780565. (International Conference on Self-Adaptive and Self-Organizing Systems, SASO; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    18 Scopus citations

  • Metrics for self-adaptive queuing in middleware for internet of things

    Chindanonda, P., Podolskiy, V. & Gerndt, M., Jun 2019, Proceedings - 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems, FAS*W 2019. Institute of Electrical and Electronics Engineers Inc., p. 130-133 4 p. 8791943. (Proceedings - 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems, FAS*W 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Modelling DVFS and UFS for region-based energy aware tuning of HPC applications

    Chadha, M. & Gerndt, M., May 2019, Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019. Institute of Electrical and Electronics Engineers Inc., p. 805-814 10 p. 8821037. (Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    9 Scopus citations