Title
Load Balancing in Quorum Systems
Abstract
This paper introduces and studies the question of balancing the load on processors participating in a given quorum system. Our proposed measure for the degree of balancing is the ratio between the load on the least frequently referenced element and on the most frequently used one.We give some simple sufficient and necessary conditions for perfect balancing. We then look at the balancing properties of the common class of voting systems and prove that every voting system with odd total weight is perfectly balanced. (This holds, in fact, for the more general class of ordered systems.)We also give some characterizations for the balancing ratio in the worst case. It is shown that for any quorum system with a universe of size $n$, the balancing ratio is no smaller than $1/(n-1)$, and this bound is the best possible. When restricting attention to nondominated coteries (NDCs), the bound becomes $2/\bigl(n-\log_2 n+o(\log n)\bigr)$, and there exists an NDC with ratio $2/\bigl(n-\log_2 n-o(\log n)\bigr)$.Next, we study the interrelations between the two basic parameters of load balancing and quorum size. It turns out that the two size parameters suitable for our investigation are the size of the largest quorum and the optimally weighted average quorum size(OWAQS) of the system. For the class of ordered NDCs (for which perfect balancing is guaranteed), it is shown that over a universe of size $n$, some quorums of size $\lceil(n+1)/2\rceil$ or more must exist (and this bound is the best possible). A similar lower bound holds for the OWAQS measure if we restrict attention to voting systems. For nonordered systems, perfect balancing can sometimes be achieved with much smaller quorums. A lower bound of $\Omega(\sqrt{n})$ is established for the maximal quorum size and the OWAQS of any perfectly balanced quorum system over $n$ elements, and this bound is the best possible.Finally, we turn to quorum systems that cannot be perfectly balanced, but have some balancing ratio $0
Year
DOI
Venue
1997
10.1137/S0895480193260303
workshop on algorithms and data structures
Keywords
Field
DocType
optimally weighted average quorum,load balancing,quorum,balancing ratio,maximal quorum size,quorum system,intersecting hypergraphs,perfect balancing,coterie,balanced quorum system,log n,quorum systems,balancing property,largest quorum,load balance,lower bound
Graph theory,Discrete mathematics,Binary logarithm,Combinatorics,Upper and lower bounds,Load balancing (computing),Hypergraph,Omega,Mutual exclusion,Mathematics
Journal
Volume
Issue
ISSN
10
2
0895-4801
Citations 
PageRank 
References 
19
2.17
7
Authors
3
Name
Order
Citations
PageRank
Ron Holzman128743.78
Yosi Marcus2222.74
David Peleg36662824.19