Forecast-based interference: modelling multicore interference from observable factors
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Summary
This paper proposes a new technique, Forecast-Based Interference analysis, which mitigates both of these issues by combining measurement based techniques with statistical techniques and forecast modelling to enable the prediction of an interference multiplier for a given set of tasks, in an automated and reliable manner.
- Type
- article
- Published
- 2017-10-04
- Cited by
- 5
- References
- 31
- Access
- Open access
- OpenAlex
- https://openalex.org/W2767641756
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:267941506
Keywords
Computer science, Interference (communication), Multiplier (economics), Multi-core processor, Cache
References
- Performance Isolation for Mixed Criticality Real-time System on Multicore with Xen Hypervisor
- WCET(m) Estimation in Multi-core Systems Using Single Core Equivalence
- Parallelism-Aware Memory Interference Delay Analysis for COTS Multicore Systems
- Measurement-Based Probabilistic Timing Analysis for Multi-path Programs
- Ensembles and probabilities: a new era in the prediction of climate change
- A Statistical Response-Time Analysis of Real-Time Embedded Systems
- Abstract interpretation
- Comparative analysis of neural network and regression based condition monitoring approaches for wind turbine fault detection
- The worst-case execution-time problem—overview of methods and survey of tools
- IA^3: An Interference Aware Allocation Algorithm for Multicore Hard Real-Time Systems
- Hardware support for WCET analysis of hard real-time multicore systems
- Vantage: Scalable and efficient fine-grain cache partitioning
- Continuous profiling: where have all the cycles gone?
- On the evaluation of the impact of shared resources in multithreaded COTS processors in time-critical environments
- Outline of a Theory of Statistical Estimation Based on the Classical Theory of Probability
- A generic and compositional framework for multicore response time analysis
- Modelling fault dependencies when execution time budgets are exceeded
- TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
- Taming Non-Blocking Caches to Improve Isolation in Multicore Real-Time Systems
- Accurate phase-level cross-platform power and performance estimation
Cited by
- Automated Testbench for Hybrid Machine Learning-Based Worst-Case Energy Consumption Analysis on Batteryless IoT Devices
- On the impact of hardware-related events on the execution of real-time programs
- Towards a validated core memory model through (MP)SoC events
- Validating compositional-based models of core memory hierarchies through MPSoC events
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