TY - GEN
T1 - Auctioning cluster resources
AU - Alon, Lee Or
AU - Ben-Yehuda, Orna Agmon
AU - Oren, Sigal
N1 - Publisher Copyright:
© 2022 Owner/Author.
PY - 2022/6/6
Y1 - 2022/6/6
N2 - Organizational clusters are often shared among users who compete over resources, but the organization's goal is to increase the overall utility gathered from the cluster. That is, to maximize the aggregate benefit drawn from the cluster. To overcome this problem, we enhanced SLURM with an auctioning system. We evaluated our work on several real cluster traces. Our auctioning scheduler reduces the weight of the queued jobs by 3X-33X compared with backfilling.
AB - Organizational clusters are often shared among users who compete over resources, but the organization's goal is to increase the overall utility gathered from the cluster. That is, to maximize the aggregate benefit drawn from the cluster. To overcome this problem, we enhanced SLURM with an auctioning system. We evaluated our work on several real cluster traces. Our auctioning scheduler reduces the weight of the queued jobs by 3X-33X compared with backfilling.
KW - SLURM
KW - auction
KW - cluster resources
UR - http://www.scopus.com/inward/record.url?scp=85133385044&partnerID=8YFLogxK
U2 - 10.1145/3534056.3535004
DO - 10.1145/3534056.3535004
M3 - Conference contribution
AN - SCOPUS:85133385044
T3 - SYSTOR 2022 - Proceedings of the 15th ACM International Conference on Systems and Storage Conference
SP - 147
BT - SYSTOR 2022 - Proceedings of the 15th ACM International Conference on Systems and Storage Conference
PB - Association for Computing Machinery, Inc
T2 - 15th ACM International Systems and Storage Conference, SYSTOR 2022
Y2 - 13 June 2022 through 15 June 2022
ER -