activity
20162022
most citedThe Future is Big Graphs! A Community View on Graph Processing Systems

157 citations · 285 across the 12 of their papers we have counts for

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cs.DC202211 cited

Let's Trace It: Fine-Grained Serverless Benchmarking using Synchronous and Asynchronous Orchestrated Applications

Joel Scheuner, Simon Eismann, Sacheendra Talluri +4

Making serverless computing widely applicable requires detailed performance understanding. Although contemporary benchmarking approaches exist, they report only coarse results, do…

cs.DC20212 cited

A Holistic Analysis of Datacenter Operations: Resource Usage, Energy, and Workload Characterization -- Extended Technical Report

Laurens Versluis, Mehmet Cetin, Caspar Greeven +5

Improving datacenter operations is vital for the digital society. We posit that doing so requires our community to shift, from operational aspects taken in isolation to holistic an…

cs.DC20211 cited

Capelin: Data-Driven Capacity Procurement for Cloud Datacenters using Portfolios of Scenarios -- Extended Technical Report

Georgios Andreadis, Fabian Mastenbroek, Vincent van Beek +1

Cloud datacenters provide a backbone to our digital society. Inaccurate capacity procurement for cloud datacenters can lead to significant performance degradation, denser targets f…

cs.DC2020157 cited

The Future is Big Graphs! A Community View on Graph Processing Systems

Sherif Sakr, Angela Bonifati, Hannes Voigt +38

Graphs are by nature unifying abstractions that can leverage interconnectedness to represent, explore, predict, and explain real- and digital-world phenomena. Although real users a…

cs.DC20201 cited

A Survey and Annotated Bibliography of Workflow Scheduling in Computing Infrastructures: Community, Keyword, and Article Reviews -- Extended Technical Report

Laurens Versluis, Alexandru Iosup

Workflows are prevalent in today's computing infrastructures. The workflow model support various different domains, from machine learning to finance and from astronomy to chemistry…

cs.DC20193 cited

The Workflow Trace Archive: Open-Access Data from Public and Private Computing Infrastructures -- Technical Report

Laurens Versluis, Roland Mathá, Sacheendra Talluri +4

Realistic, relevant, and reproducible experiments often need input traces collected from real-world environments. We focus in this work on traces of workflows---common in datacente…