Repository logo
 

RISA: round-robin intra-rack friendly scheduling algorithm for disaggregated datacenters

Simple item page
dc.contributor.authorKabir, Rashadul, author
dc.contributor.authorKim, Ryan G., author
dc.contributor.authorNikdast, Mahdi, author
dc.contributor.authorACM, publisher
dc.date.accessioned2024-11-11T19:31:39Z
dc.date.available2024-11-11T19:31:39Z
dc.date.issued2023-11-12
dc.description.abstractRecent trends see a move away from a fixed-resource server-centric datacenter model to a more adaptable "disaggregated" datacenter model. These disaggregated datacenters can then dynamically group resources to the specific requirements of an incoming workload, thereby improving efficiency. To properly utilize these disaggregated datacenters, workload allocation techniques must examine the current state of the datacenter and choose resources that not only optimize the current workload request, but future ones. Since disaggregated datacenters are severely bottlenecked by the available network resources, our work proposes a heuristic-based approach called RISA, which significantly reduces the network usage of workload allocations in disaggregated datacenters. Compared to the state-of-the-art, RISA reduces the power consumption for optical components by 33% and reduces the average CPU-RAM round-trip latency by 50%. Additionally, RISA significantly outperforms the state-of-the-art in terms of execution time.
dc.format.mediumborn digital
dc.format.mediumarticles
dc.identifier.bibliographicCitationRashadul Kabir, Ryan G. Kim, and Mahdi Nikdast. 2023. RISA: Round-Robin Intra-Rack Friendly Scheduling Algorithm for Disaggregated Datacenters. In Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis (SC-W 2023), November 12–17, 2023, Denver, CO, USA. ACM, New York, NY, USA, 9 pages. https://doi.org/10.1145/3624062.3624228
dc.identifier.doihttps://doi.org/10.1145/3624062.3624228
dc.identifier.urihttps://hdl.handle.net/10217/239523
dc.languageEnglish
dc.language.isoeng
dc.publisherColorado State University. Libraries
dc.relation.ispartofPublications
dc.relation.ispartofACM DL Digital Library
dc.rights© Rashadul Kabir, et al. | ACM 2023. This is the author's version of the work. It is posted here for your personal use. Not for redistribution. The definitive Version of Record was published in SC-W '23, https://dx.doi.org/10.1145/3624062.3624228.
dc.subjectdisaggregated/composable data centers
dc.subjectnetwork-aware scheduling
dc.subjectenergy-aware scheduling
dc.subjectload balancing
dc.titleRISA: round-robin intra-rack friendly scheduling algorithm for disaggregated datacenters
dc.typeText

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
FACF_ACMOA_3624062.3624228.pdf
Size:
1.02 MB
Format:
Adobe Portable Document Format
Download

Collections

Publications