A load balanced directory for distributed shared memory objects

Gokarna Sharma, Costas Busch

Research output: Contribution to journalArticle

3 Scopus citations

Abstract

We present MultiBend, a novel distributed directory protocol for shared objects, suitable for large-scale distributed shared memory systems that use d-dimensional mesh-based topologies, where d≥2. Each shared object has an owner node that can modify its value. The ownership may change by moving the object from one node to another in response to move requests. The value of an object can be read by other nodes with lookup requests. MultiBend balances the load of the network edges and nodes by forwarding each move or lookup request and response along a path consisting of multiple bends in the mesh. Using an oblivious routing protocol, the multi-bend paths have a small number of overlaps which helps to reduce the maximum edge and node utilization to achieve load balancing. At the same time, MultiBend achieves small stretch for the total path length of any sequence of move requests, compared to the total optimal path length. MultiBend guarantees O(d2logn) approximation for the load, and O(dlogn) approximation for the stretch due to move requests, where n is the number of nodes in the mesh network. It also guarantees O(d2) approximation for the stretch of lookup requests. We evaluate MultiBend with simulations using various sequences of move and lookup operations in a 16×16 nodes 2-dimensional mesh network. We compare the simulation results to other protocols which are not tailored for load balancing and we find that our protocol is better by as much as the factor of 6.85 in terms of congestion in the worst-case. To the best of our knowledge, this is the first distributed shared memory directory protocol that considers the network load balancing aspect and achieves good approximation ratio for both the load and the stretch.

Original languageEnglish (US)
Pages (from-to)6-24
Number of pages19
JournalJournal of Parallel and Distributed Computing
Volume78
DOIs
StatePublished - Apr 1 2015
Externally publishedYes

Keywords

  • Cache-coherence
  • Distributed directory
  • Distributed systems
  • Load balancing
  • Mesh network
  • Oblivious routing
  • Shared object
  • Stretch

ASJC Scopus subject areas

  • Software
  • Theoretical Computer Science
  • Hardware and Architecture
  • Computer Networks and Communications
  • Artificial Intelligence

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