Skip to main navigation Skip to search Skip to main content

The Service Rate Region Polytope

  • Gianira N. Alfarano
  • , Altan B. Kilic
  • , Alberto Ravagnani
  • , Emina Soljanin

Research output: Contribution to journal › Article › peer-review

Abstract

We investigate the properties of a family of polytopes that naturally arise in connection with a problem in distributed data storage, namely service rate region polytopes. The service rate region of a distributed coded system describes the data access requests that the underlying system can support. In this paper, we study the polytope structure of the service rate region with the primary goal of describing its geometric shape and properties. We achieve this by introducing various structural parameters of the service rate region and establishing upper and lower bounds for them. The techniques we apply in this paper range from coding theory to optimization. One of our main results shows that every rational point of the service rate region has a so-called rational allocation, answering an open question in the research area.

Original languageEnglish (US)
Pages (from-to)553-582
Number of pages30
JournalSIAM Journal on Applied Algebra and Geometry
Volume8
Issue number3
DOIs
StatePublished - 2024

All Science Journal Classification (ASJC) codes

  • Algebra and Number Theory
  • Geometry and Topology
  • Applied Mathematics

Keywords

  • combinatorial geometry
  • convex polytopes
  • distributed data storage
  • erasure-coded systems
  • error-correcting code
  • linear programming
  • polytope
  • service rate region

Fingerprint

Dive into the research topics of 'The Service Rate Region Polytope'. Together they form a unique fingerprint.

Cite this