TY - GEN
T1 - DILATON
T2 - 32nd IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, MASCOTS 2024
AU - Bahirat, Shirish
AU - Ray, Madhurima
AU - Seyedroudbari, Hamed
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - In modern cloud infrastructures, multi-Tenancy and virtualization are common, yet optimizing resource allocation while maintaining performance is challenging due to complex Solid State Device (SSD) physics. Over-provisioning resources often leads to revenue loss and higher infrastructure costs. To address this, we introduce DILATON, an adaptive closed-loop scheduler that balances bandwidth and QoS across tenants. By predicting die loading and using real-Time adaptation, DILATON maximizes resource allocation, achieves performance gains, and reduces costs while meeting SLAs. This paper uses simulations to emphasize the necessity of a closed-loop QoS control.
AB - In modern cloud infrastructures, multi-Tenancy and virtualization are common, yet optimizing resource allocation while maintaining performance is challenging due to complex Solid State Device (SSD) physics. Over-provisioning resources often leads to revenue loss and higher infrastructure costs. To address this, we introduce DILATON, an adaptive closed-loop scheduler that balances bandwidth and QoS across tenants. By predicting die loading and using real-Time adaptation, DILATON maximizes resource allocation, achieves performance gains, and reduces costs while meeting SLAs. This paper uses simulations to emphasize the necessity of a closed-loop QoS control.
UR - http://www.scopus.com/inward/record.url?scp=85215070890&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85215070890&partnerID=8YFLogxK
U2 - 10.1109/MASCOTS64422.2024.10786529
DO - 10.1109/MASCOTS64422.2024.10786529
M3 - Conference contribution
AN - SCOPUS:85215070890
T3 - Proceedings - IEEE Computer Society's Annual International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems, MASCOTS
BT - Proceedings - 2024 IEEE 32nd International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, MASCOTS 2024
PB - IEEE Computer Society
Y2 - 21 October 2024 through 23 October 2024
ER -