Singleton: system-wide page deduplication in virtual environments

  • Authors:

  • Prateek Sharma;Purushottam Kulkarni

  • Affiliations:

  • Indian Institute of Technology Bombay, Mumbai, India;Indian Institute of Technology Bombay, Mumbai, India

  • Venue:
  • Proceedings of the 21st international symposium on High-Performance Parallel and Distributed Computing
  • Year:
  • 2012

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Abstract

We investigate memory-management in hypervisors and propose Singleton, a KVM-based system-wide page deduplication solution to increase memory usage efficiency. We address the problem of double-caching that occurs in KVM---the same disk blocks are cached at both the host(hypervisor) and the guest(VM) page caches. Singleton's main components are identical-page sharing across guest virtual machines and an implementation of an exclusive-cache for the host and guest page cache hierarchy. We use and improve KSM--Kernel SamePage Merging to identify and share pages across guest virtual machines. We utilize guest memory-snapshots to scrub the host page cache and maintain a single copy of a page across the host and the guests. Singleton operates on a completely black-box assumption---we do not modify the guest or assume anything about its behaviour. We show that conventional operating system cache management techniques are sub-optimal for virtual environments, and how Singleton supplements and improves the existing Linux kernel memory-management mechanisms. Singleton is able to improve the utilization of the host cache by reducing its size(by upto an order of magnitude), and increasing the cache-hit ratio(by factor of 2x). This translates into better VM performance(40% faster I/O). Singleton's unified page deduplication and host cache scrubbing is able to reclaim large amounts of memory and facilitates higher levels of memory overcommitment. The optimizations to page deduplication we have implemented keep the overhead down to less than 20% CPU utilization.