I/ostrength-aware credit scheduler for virtualized environments

Jaehak Lee, Heonchang Yu

Research output: Contribution to journalArticlepeer-review

Abstract

With the evolution of cloud technology, the number of user applications is increasing, and computational workloads are becoming increasingly diverse and unpredictable. However, cloud data centers still exhibit a low I/O performance because of the scheduling policies employed, which are based on the degree of physical CPU (pCPU) occupancy. Notably, existing scheduling policies cannot guarantee good I/O performance because of the uncertainty of the extent of I/O occurrence and the lack of fine-grained workload classification. To overcome these limitations, we propose ISACS, an I/O strength-aware credit scheduler for virtualized environments. Based on the Credit2 scheduler, ISACS provides a fine-grained workload-aware scheduling technique to mitigate I/O performance degradation in virtualized environments. Further, ISACS uses the event channel mechanism in the virtualization architecture to expand the scope of the scheduling information area and measures the I/O strength of each virtual CPU (vCPU) in the run-queue. Then, ISACS allocates two types of virtual credits for all vCPUs in the run-queue to increase I/O performance and concurrently prevent CPU performance degradation. Finally, through I/O load balancing, ISACS prevents I/O-intensive vCPUs from becoming concentrated on specific cores. Our experiments show that compared with existing virtualization environments, ISACS provides a higher I/O performance with a negligible impact on CPU performance.

Original languageEnglish
Article number2107
Pages (from-to)1-28
Number of pages28
JournalElectronics (Switzerland)
Volume9
Issue number12
DOIs
Publication statusPublished - 2020 Dec

Keywords

  • Cloud
  • Hypervisor
  • I/O performance
  • Resource management
  • Scheduler
  • Virtualization
  • Workload aware

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Signal Processing
  • Hardware and Architecture
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Fingerprint

Dive into the research topics of 'I/ostrength-aware credit scheduler for virtualized environments'. Together they form a unique fingerprint.

Cite this