The HP AutoRAID hierarchical storage system
SOSP '95 Proceedings of the fifteenth ACM symposium on Operating systems principles
Minerva: An automated resource provisioning tool for large-scale storage systems
ACM Transactions on Computer Systems (TOCS)
The Vision of Autonomic Computing
Computer
FAST '04 Proceedings of the 3rd USENIX Conference on File and Storage Technologies
Cooperative bug isolation
Stardust: tracking activity in a distributed storage system
SIGMETRICS '06/Performance '06 Proceedings of the joint international conference on Measurement and modeling of computer systems
Emergent (mis)behavior vs. complex software systems
Proceedings of the 1st ACM SIGOPS/EuroSys European Conference on Computer Systems 2006
MapReduce: simplified data processing on large clusters
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Automatic misconfiguration troubleshooting with peerpressure
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Modeling the relative fitness of storage
Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
An analysis of latent sector errors in disk drives
Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Proportional-share scheduling for distributed storage systems
FAST '07 Proceedings of the 5th USENIX conference on File and Storage Technologies
Argon: performance insulation for shared storage servers
FAST '07 Proceedings of the 5th USENIX conference on File and Storage Technologies
Avoiding the disk bottleneck in the data domain deduplication file system
FAST'08 Proceedings of the 6th USENIX Conference on File and Storage Technologies
Using utility to provision storage systems
FAST'08 Proceedings of the 6th USENIX Conference on File and Storage Technologies
Umbrella file system: Storage management across heterogeneous devices
ACM Transactions on Storage (TOS)
Dynamic resource allocation for database servers running on virtual storage
FAST '09 Proccedings of the 7th conference on File and storage technologies
PARDA: proportional allocation of resources for distributed storage access
FAST '09 Proccedings of the 7th conference on File and storage technologies
Automated control for elastic storage
Proceedings of the 7th international conference on Autonomic computing
BASIL: automated IO load balancing across storage devices
FAST'10 Proceedings of the 8th USENIX conference on File and storage technologies
Cost effective storage using extent based dynamic tiering
FAST'11 Proceedings of the 9th USENIX conference on File and stroage technologies
Systems research and innovation in data ONTAP
ACM SIGOPS Operating Systems Review
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Literature is rife with compelling ideas on simplifying storage management using service-level objectives (SLOs). However, very few of these ideas have actually been productized, despite the fact that many of the original ideas came from industry and were developed more than a decade ago. While many good research ideas do not become products, in this case, we believe that there are important reasons why adoption has been slow. This paper investigates the reasons for slow adoption and discusses ideas that can truly simplify storage management using SLOs.