Publications

(2022). SLAM: SLO-Aware Memory Optimization for Serverless Applications. 2022 IEEE 15th International Conference on Cloud Computing (CLOUD).

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(2022). FaDO: FaaS Functions and Data Orchestrator for Multiple Serverless Edge-Cloud Clusters. 2022 IEEE 6th International Conference on Fog and Edge Computing (ICFEC).

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(2022). MAFF: Self-adaptive Memory Optimization for Serverless Functions. 9th European Conference On Service-Oriented And Cloud Computing (ESOCC) 2022.

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(2022). Scalable Infrastructure for Workload Characterization of Cluster Traces. Proceedings of the 12th International Conference on Cloud Computing and Services Science - CLOSER.

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(2022). TppFaaS: Modeling Serverless Functions Invocations via Temporal Point Processes. IEEE Access.

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(2022). FedLess: Secure and Scalable Federated Learning Using Serverless Computing. IEEE International Conference on Big Data (Big Data).

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(2021). Courier: Delivering Serverless Functions Within Heterogeneous FaaS Deployments. Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing (UCC).

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(2021). Estimating the Capacities of Function-as-a-Service Functions. Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion.

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(2021). DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices. IEEE International Conference on Cloud Engineering (IC2E).

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(2021). Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions. IEEE 14th International Conference on Cloud Computing (CLOUD).

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(2021). Poster: Function Delivery Network: Extending Serverless to Heterogeneous Computing. IEEE 41st International Conference on Distributed Computing Systems (ICDCS).

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(2021). Online Memory Leak Detection in the Cloud-Based Infrastructures. Service-Oriented Computing – ICSOC 2020 Workshops. ICSOC 2020. Lecture Notes in Computer Science, vol 12632. Springer, Cham..

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(2021). From DevOps to NoOps: Is It Worth It?. Cloud Computing and Services Science. CLOSER 2020. Communications in Computer and Information Science, vol 1399. Springer, Cham..

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(2021). Function delivery network: Extending serverless computing for heterogeneous platforms. Software: Practice and Experience.

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(2021). Towards Federated Learning using FaaS Fabric. Proceedings of the 2020 Sixth International Workshop on Serverless Computing.

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(2020). Windsurfing with APPA: Automating Computational Fluid Dynamics Simulations of Wind Flow using Cloud Computing. 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP).

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(2020). Scalable Infrastructure and Workflow for Anomaly Detection in an Automotive Industry. IEEE International Conference on Innovative Trends in Information Technology (ICITIIT).

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(2020). Performance Evaluation of Container Runtimes. Proceedings of the 10th International Conference on Cloud Computing and Services Science - CLOSER.

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(2020). Microservices vs Serverless: A Performance Comparison on a Cloud-native Web Application. Proceedings of the 10th International Conference on Cloud Computing and Services Science - CLOSER.

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(2019). Multilayered autoscaling performance evaluation: Can virtual machines and containers co-scale?. International journal of applied mathematics and computer science.

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(2019). Performance Modeling for Cloud Microservice Applications. ICPE ‘19, Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering.

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(2019). Forecasting models for self-adaptive cloud applications: A comparative study. IEEE 12th International Conference on Self-Adaptive and Self-Organizing Systems (SASO).

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(2018). IaaS Reactive Autoscaling Performance Challenges. IEEE 11th International Conference on Cloud Computing (CLOUD).

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(2018). Autoscaling Performance Measurement Tool. ICPE ‘18, Companion of the 2018 ACM/SPEC International Conference on Performance Engineering.

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(2018). Multilayered Cloud Applications Autoscaling Performance Estimation. IEEE 7th International Symposium on Cloud and Service Computing (SC2).

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