ACM Transactions on Computer Systems (TOCS)
A case for redundant arrays of inexpensive disks (RAID)
SIGMOD '88 Proceedings of the 1988 ACM SIGMOD international conference on Management of data
Designing disk arrays for high data reliability
Journal of Parallel and Distributed Computing - Special issue on parallel I/O systems
Performance analysis of the RIO multimedia storage system with heterogeneous disk configurations
MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia
Maximizing performance in a striped disk array
ISCA '90 Proceedings of the 17th annual international symposium on Computer Architecture
DBMSs on a Modern Processor: Where Does Time Go?
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Internet growth: is there a "Moore's law" for data traffic?
Handbook of massive data sets
A Fast Algorithm for Online Placement and Reorganization of Replicated Data
IPDPS '03 Proceedings of the 17th International Symposium on Parallel and Distributed Processing
Taking advantage of heterogeneity in disk arrays
Journal of Parallel and Distributed Computing
SCADDAR: An Efficient Randomized Technique to Reorganize Continuous Media Blocks
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
Technological impact of magnetic hard disk drives on storage systems
IBM Systems Journal
Synthesizing Representative I/O Workloads for TPC-H
HPCA '04 Proceedings of the 10th International Symposium on High Performance Computer Architecture
Influence of Adaptive Data Layouts on Performance in Dynamically Changing Storage Environments
PDP '06 Proceedings of the 14th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing
Increasing the capacity of RAID5 by online gradual assimilation
SNAPI '04 Proceedings of the international workshop on Storage network architecture and parallel I/Os
SLAS: An efficient approach to scaling round-robin striped volumes
ACM Transactions on Storage (TOS)
Distributing Orthogonal Redundancy on Adaptive Disk Arrays
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part I on On the Move to Meaningful Internet Systems:
Design and Evaluation of a New Approach to RAID-0 Scaling
ACM Transactions on Storage (TOS)
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The deterministic block distribution method proposed for RAID systems (known as striping) has been a traditional solution for achieving high performance, increased capacity and redundancy all the while allowing the system to be managed as if it were a single device. However, this distribution method requires one to completely change the data layout when adding new storage subsystems, which is a drawback for current applications This paper presents AdaptiveZ, an adaptive block placement method based on deterministic zones, which grows dynamically zone-by-zone according to capacity demands. When adapting new storage subsystems, it changes only a fraction of the data layout while preserving a simple management of data due to deterministic placement. AdaptiveZ uses both a mechanism focused on reducing the overhead suffered during the upgrade as well as a heterogeneous data layout for taking advantage of disks with higher capabilities. The evaluation reveals that AdaptiveZ only needs to move a fraction of data blocks to adapt new storage subsystems while delivering an improved performance and a balanced load. The migration scheme used by this approach produces a low overhead within an acceptable time. Finally, it keeps the complexity of the data management at an acceptable level.