Welcome!
To use the personalized features of this site, please log in or register.
If you have forgotten your username or password, we can help.
My Menu
Saved Items

A Very Efficient Order Preserving Scalable Distributed Data Structure

Adriano Di PasqualeContact Information and Enrico Nardelli8, 9 Contact Information

(8)  Dipartimento di Matematica Pura ed Applicata, Univ. of L’Aquila, Via Vetoio, Coppito, I, 67010, Italia
(9)  Istituto di Analisi dei Sistemi ed Informatica, Consiglio Nazionale delle Ricerche, Viale Manzoni 30, I, 00185 Roma, Italia
Abstract
SDDSs (Scalable Distributed Data Structures) are access methods specifically designed to satisfy the high performance requirements of a distributed computing environment made up by a collection of computers connected through a high speed network. In this paper we present and discuss performances of ADST, a new order preserving SDDS with a worst-case constant cost for exact-search queries, a worst-case logarithmic cost for update queries, and an optimal worst-case cost for range search queries of O(k) messages, where k is the number of servers covering the query range. Moreover, our structure has an amortized almost constant cost for any single-key query. Finally, our scheme can be easily generalized to manage k-dimensional points, while maintaining the same costs of the 1-dimensional case.
We report experimental comparisons between ADST and its direct competitors (i.e., LH*, DRT, and RP*) where it is shown that ADST behaves clearly better. Furthermore we show how our basic technique can be combined with recent proposals for ensuring high-availability to an SDDS. Therefore our solution is very attractive for network servers requiring both a fast response time and a high reliability.

Keywords  Scalable distributed data structure - message passing environment - multi-dimensional search


Contact Information Adriano Di Pasquale
Email: dipasqua@univaq.it

Contact Information Enrico Nardelli
Email: nardelli@univaq.it
Fulltext Preview (Small, Large)
Image of the first page of the fulltext

References secured to subscribers.



Export this chapter
Export this chapter as RIS | Text
 
Remote Address: 38.107.191.107 • Server: mpweb15
HTTP User Agent: CCBot/1.0 (+http://www.commoncrawl.org/bot.html)