Proceedings of the 34th ACM Symposium on Parallelism in Algorithms and Architectures 2022
DOI: 10.1145/3490148.3538563
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Approximate Dynamic Balanced Graph Partitioning

Abstract: The performance of many large-scale and data-intensive distributed systems critically depends on the capacity of the interconnecting network. This paper is motivated by the vision of self-adjusting infrastructures whose resources can be adjusted according to the workload they currently serve, in a demand-aware manner. Such dynamic adjustments can be exploited to improve network utilization and hence performance, by dynamically moving frequently interacting communication partners closer, e.g., collocating them … Show more

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