TY - CHAP A1 - Salem, Farouk A1 - Schütt, Thorsten A1 - Schintke, Florian A1 - Reinefeld, Alexander T1 - Scheduling Data Streams for Low Latency and High Throughput on a Cray XC40 Using Libfabric T2 - CUG Conference Proceedings N2 - Achieving efficient many-to-many communication on a given network topology is a challenging task when many data streams from different sources have to be scattered concurrently to many destinations with low variance in arrival times. In such scenarios, it is critical to saturate but not to congest the bisectional bandwidth of the network topology in order to achieve a good aggregate throughput. When there are many concurrent point-to-point connections, the communication pattern needs to be dynamically scheduled in a fine-grained manner to avoid network congestion (links, switches), overload in the node’s incoming links, and receive buffer overflow. Motivated by the use case of the Compressed Baryonic Matter experiment (CBM), we study the performance and variance of such communication patterns on a Cray XC40 with different routing schemes and scheduling approaches. We present a distributed Data Flow Scheduler (DFS) that reduces the variance of arrival times from all sources at least 30 times and increases the achieved aggregate bandwidth by up to 50%. Y1 - 2019 ER - TY - JOUR A1 - Salem, Farouk A1 - Schintke, Florian A1 - Schütt, Thorsten A1 - Reinefeld, Alexander T1 - Scheduling data streams for low latency and high throughput on a Cray XC40 using Libfabric JF - Concurrency and Computation Practice and Experience Y1 - 2020 U6 - https://doi.org/10.1002/cpe.5563 VL - 32 IS - 20 SP - 1 EP - 14 ER - TY - JOUR A1 - Salem, Farouk A1 - Schintke, Florian A1 - Schütt, Thorsten A1 - Reinefeld, Alexander T1 - Improving the throughput of a scalable FLESnet using the Data-Flow Scheduler JF - CBM Progress Report 2018 Y1 - 2019 SN - 978-3-9815227-6-1 U6 - https://doi.org/10.15120/GSI-2019-01018 SP - 149 EP - 150 ER - TY - JOUR A1 - Salem, Farouk A1 - Schintke, Florian A1 - Schütt, Thorsten A1 - Reinefeld, Alexander T1 - Supporting various interconnects in FLESnet using Libfabric JF - CBM Progress Report 2016 Y1 - 2017 UR - https://repository.gsi.de/record/201318 SN - 978-3-9815227-4-7 SP - 159 EP - 160 ER - TY - JOUR A1 - Salem, Farouk A1 - Schintke, Florian A1 - Reinefeld, Alexander T1 - Handling Compute-Node Failures in FLESnet JF - CBM Progress Report 2019 Y1 - 2020 SN - 978-3-9815227-8-5 U6 - https://doi.org/10.15120/GSI-2020-00904 SP - 167 EP - 168 ER - TY - JOUR A1 - Salem, Farouk A1 - Schintke, Florian A1 - Schütt, Thorsten A1 - Reinefeld, Alexander T1 - Data-flow scheduling for a scalable FLESnet JF - CBM Progress Report 2017 Y1 - 2018 SN - 978-3-9815227-5-4 U6 - https://doi.org/10.15120/GSI-2018-00485 SP - 130 EP - 131 ER - TY - JOUR A1 - Salem, Farouk A1 - Schintke, Florian T1 - Load balancing mechanism for FLESnet JF - CBM Progress Report 2020 Y1 - 2021 U6 - https://doi.org/10.15120/GSI-2021-00421 SP - 156 EP - 157 ER - TY - JOUR A1 - Salem, Farouk A1 - Schintke, Florian T1 - Large-Scale Performance of the Data-Flow Scheduler (DFS) and FLESnet JF - CBM Progress Report 2021 Y1 - 2022 U6 - https://doi.org/10.15120/GSI-2022-00599 SP - 170 EP - 171 ER -