vecpar.fe.up.pt/2006 | vecpar2006@fe.up.pt | |
Replica Refresh Strategies in a Database Cluster
Cecile Le Pape (Laboratoire d'Informatique de Paris 6 (LIP6))Stephane Gancarski (Laboratoire d'Informatique de Paris 6 (LIP6)) Abstract:
Relaxing replica freshness has been exploited in database clusters to
optimize load balancing. However, in most approaches, refreshment is
typically coupled with other functions such as routing or scheduling,
which makes it hard to analyze the impact of the refresh strategy
itself on performance. In this paper, we propose to support
routing-independent refresh strategies in a database cluster with
mono-master lazy replication. First, we propose a model for capturing
existing refresh strategies. Second, we describe the support of this
model in Refresco, a middleware prototype for freshness-aware routing
in database clusters. Third, we describe an experimental validation
to test some typical strategies against different workloads. The
results show that the choice of the best strategy depends not only on
the workload, but also on the conflict rate between transactions and
queries and on the freshness level required by queries. Although
there is no strategy that is best in all cases, we found that one
strategy is usually good and could be used as default
strategy. This work was partially financed through the ANR-ARA Respire project. Keywords: replication, database cluster, load
balancing, refresh strategy.
Keywords:
Replication and fault-tolerance in Grids
, Indexing, caching and load balancing in Grids
, Grid performance evaluation
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Rio de Janeiro | Brazil | 2006 | July | 10 11 12 13 |