Deciding when to forget in the Elephant file system
Proceedings of the seventeenth ACM symposium on Operating systems principles
End-to-end arguments in system design
ACM Transactions on Computer Systems (TOCS)
Minerva: An automated resource provisioning tool for large-scale storage systems
ACM Transactions on Computer Systems (TOCS)
Selecting RAID Levels for Disk Arrays
FAST '02 Proceedings of the Conference on File and Storage Technologies
Hippodrome: Running Circles Around Storage Administration
FAST '02 Proceedings of the Conference on File and Storage Technologies
Traveling to Rome: QoS Specifications for Automated Storage System Management
IWQoS '01 Proceedings of the 9th International Workshop on Quality of Service
Performance debugging for distributed systems of black boxes
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
A Framework for Evaluating Storage System Dependability
DSN '04 Proceedings of the 2004 International Conference on Dependable Systems and Networks
Deep Store: An Archival Storage System Architecture
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
FAST '04 Proceedings of the 3rd USENIX Conference on File and Storage Technologies
Continuous resource monitoring for self-predicting DBMS
MASCOTS '05 Proceedings of the 13th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems
Lessons and challenges in automating data dependability
Proceedings of the 11th workshop on ACM SIGOPS European workshop
Designing dependable storage solutions for shared application environments
DSN '06 Proceedings of the International Conference on Dependable Systems and Networks
A fresh look at the reliability of long-term digital storage
Proceedings of the 1st ACM SIGOPS/EuroSys European Conference on Computer Systems 2006
On the road to recovery: restoring data after disasters
Proceedings of the 1st ACM SIGOPS/EuroSys European Conference on Computer Systems 2006
Ursa minor: versatile cluster-based storage
FAST'05 Proceedings of the 4th conference on USENIX Conference on File and Storage Technologies - Volume 4
Total recall: system support for automated availability management
NSDI'04 Proceedings of the 1st conference on Symposium on Networked Systems Design and Implementation - Volume 1
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Using magpie for request extraction and workload modelling
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
On the road to recovery: restoring data after disasters
Proceedings of the 1st ACM SIGOPS/EuroSys European Conference on Computer Systems 2006
Applying genetic algorithms to decision making in autonomic computing systems
ICAC '09 Proceedings of the 6th international conference on Autonomic computing
Storage administration: field findings and software design guidelines
Proceedings of the Symposium on Computer Human Interaction for the Management of Information Technology
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Recent work shows how to automatically design storage systems that meet performance and dependability requirements by appropriately selecting and configuring storage devices, and creating snapshot, remote mirror, and traditional backup copies. Although this work represents a solid foundation, users demand an even higher level of functionality: the ability to cost-effectively manage data according to application-centric (or better, business process-centric) performance, dependability and manageability requirements, as these requirements evolve over the data's lifetime. In this paper, we outline several research challenges in managing dependable data systems, including capturing users' high-level goals; translating them into storage-level requirements; and designing, deploying, and analyzing the resulting data systems.