Computer architecture: a quantitative approach
Computer architecture: a quantitative approach
Identification and stochastic adaptive control
Identification and stochastic adaptive control
Practical prefetching via data compression
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Unstructured spectral element methods for simulation of turbulent flows
Journal of Computational Physics
A study of integrated prefetching and caching strategies
Proceedings of the 1995 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Informed prefetching and caching
SOSP '95 Proceedings of the fifteenth ACM symposium on Operating systems principles
Automatic compiler-inserted I/O prefetching for out-of-core applications
OSDI '96 Proceedings of the second USENIX symposium on Operating systems design and implementation
A trace-driven comparison of algorithms for parallel prefetching and caching
OSDI '96 Proceedings of the second USENIX symposium on Operating systems design and implementation
Informed multi-process prefetching and caching
SIGMETRICS '97 Proceedings of the 1997 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Automatic I/O hint generation through speculative execution
OSDI '99 Proceedings of the third symposium on Operating systems design and implementation
Practical prefetching techniques for parallel file systems
PDIS '91 Proceedings of the first international conference on Parallel and distributed information systems
Adaptive Control
Time Series Analysis, Forecasting and Control
Time Series Analysis, Forecasting and Control
A Framework for Adaptive Storage Input/Output on Computational Grids
Proceedings of the 11 IPPS/SPDP'99 Workshops Held in Conjunction with the 13th International Parallel Processing Symposium and 10th Symposium on Parallel and Distributed Processing
Workload Characterization of Input/Output Intensive Parallel Applications
Proceedings of the 9th International Conference on Computer Performance Evaluation: Modelling Techniques and Tools
Intelligent, adaptive file system policy selection
FRONTIERS '96 Proceedings of the 6th Symposium on the Frontiers of Massively Parallel Computation
Autopilot: Adaptive Control of Distributed Applications
HPDC '98 Proceedings of the 7th IEEE International Symposium on High Performance Distributed Computing
Analysis of Self-Similarity in I/O Workload Using Structural Modeling
MASCOTS '99 Proceedings of the 7th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems
Automatic arima time series modeling and forecasting for adaptive input/output prefetching
Automatic arima time series modeling and forecasting for adaptive input/output prefetching
An adaptive network prefetch scheme
IEEE Journal on Selected Areas in Communications
Markov model prediction of I/O requests for scientific applications
ICS '02 Proceedings of the 16th international conference on Supercomputing
Automatic ARIMA Time Series Modeling for Adaptive I/O Prefetching
IEEE Transactions on Parallel and Distributed Systems
The performance impact of kernel prefetching on buffer cache replacement algorithms
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
CEFT: A cost-effective, fault-tolerant parallel virtual file system
Journal of Parallel and Distributed Computing
CHAMELEON: a self-evolving, fully-adaptive resource arbitrator for storage systems
ATEC '05 Proceedings of the annual conference on USENIX Annual Technical Conference
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
The Performance Impact of Kernel Prefetching on Buffer Cache Replacement Algorithms
IEEE Transactions on Computers
Adaptive performance control for distributed scientific coupled models
Proceedings of the 21st annual international conference on Supercomputing
Dma-based prefetching for i/o-intensive workloads on the cell architecture
Proceedings of the 5th conference on Computing frontiers
/scratch as a cache: rethinking HPC center scratch storage
Proceedings of the 23rd international conference on Supercomputing
On-line prediction of nonstationary variable-bit-rate video traffic
IEEE Transactions on Signal Processing
YouChoose: Choosing your Storage Device as a Performance Interface to Consolidated I/O Service
ACM Transactions on Storage (TOS)
QoS support for end users of I/O-intensive applications using shared storage systems
Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis
Storage workload modelling by hidden Markov models: Application to Flash memory
Performance Evaluation
Content distribution in heterogenous video-on-demand p2p networks with ARIMA forecasts
ICN'05 Proceedings of the 4th international conference on Networking - Volume Part II
Indexing and querying constantly evolving data using time series analysis
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
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Bursty application I/O patterns, together with transfer limited storage devices, combine to create a major I/O bottleneck on parallel systems. This paper explores the use of time series models to forecast application I/O request times, then prefetching I/O requests during computation intervals to hide I/O latency. Experimental results with I/O intensive scientific codes show performance improvements compared to standard UNIX prefetching strategies.