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ARM Publications

Following a list of our publications in our area of research.

Publications

Will, Jonathan and Thamsen, Lauritz and Bader, Jonathan and Scheinert, Dominik and Kao, Odej (2022). Get Your Memory Right: The Crispy Resource Allocation Assistant for Large-Scale Data Processing. IEEE International Conference on Cloud Engineering (IC2E). IEEE, to appear.


Zhu, Houkun and Scheinert, Dominik and Thamsen, Lauritz and Gontarska, Kordian and Kao, Odej (2022). Magpie: Automatically Tuning Static Parameters for Distributed File Systems using Deep Reinforcement Learning. IEEE International Conference on Cloud Engineering (IC2E). IEEE, to appear.


Wiesner, Philipp and Scheinert, Dominik and Wittkopp, Thorsten and Thamsen, Lauritz and Kao, Odej (2022). Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads. 28th International European Conference on Parallel and Distributed Computing (Euro-Par). Springer, to appear.


Geldenhuys, Morgan K. and Scheinert, Dominik and Kao, Odej and Thamsen, Lauritz (2022). Phoebe: QoS-Aware Distributed Stream Processing through Anticipating Dynamic Workloads. IEEE International Conference on Web Services (ICWS). IEEE, to appear.


Christoph Blumschein, Ilja Behnke, Lauritz Thamsen, and Odej Kao (2022). Differentiating Network Flows for Priority-Aware Scheduling of Incoming Packets in Real-Time IoT Systems. 2022 IEEE 25th International Symposium on Real-Time Distributed Computing (ISORC)


Thamsen, Lauritz and Scheinert, Dominik and Will, Jonathan and Bader, Jonathan and Kao, Odej (2022). Collaborative Cluster Configuration for Distributed Data-Parallel Processing: A Research Overview. Datenbank-Spektrum. Springer.


Ilja Behnke, Philipp Wiesner, Robert Danicki, and Lauritz Thamsen (2022). A Priority-Aware Multiqueue NIC Design for Real-Time IoT Devices. The 37th ACM/SIGAPP Symposium on Applied Computing (SAC '22). ACM.


Scheinert, Dominik and Alamgiralem, Alireza and Bader, Jonathan and Will, Jonathan and Wittkopp, Thorsten and Thamsen, Lauritz (2021). On the Potential of Execution Traces for Batch Processing Workload Optimization in Public Clouds. 2021 IEEE International Conference on Big Data. IEEE, to appear.


Bader, Jonathan and Thamsen, Lauritz and Kulagina, Svetlana and Will, Jonathan and Meyerhenke, Henning and Kao, Odej (2021). Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters. 2021 IEEE International Conference on Big Data. IEEE, to appear.


Bermbach, David and Bader, Jonathan and Hasenburg, Jonathan and Pfandzelter, Tobias and Thamsen, Lauritz (2021). AuctionWhisk: Using an Auction-Inspired Approach for Function Placement in Serverless Fog Platforms. Software: Practice and Experience. Wiley, to appear.


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