Ten lectures on wavelets
The changing nature of network traffic: scaling phenomena
ACM SIGCOMM Computer Communication Review
Wattch: a framework for architectural-level power analysis and optimizations
Proceedings of the 27th annual international symposium on Computer architecture
Neural Networks: A Comprehensive Foundation
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Automatically characterizing large scale program behavior
Proceedings of the 10th international conference on Architectural support for programming languages and operating systems
Latin Hypercube Sampling in Bayesian Networks
Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference
Temperature-aware microarchitecture
Proceedings of the 30th annual international symposium on Computer architecture
Dynamic Thermal Management for High-Performance Microprocessors
HPCA '01 Proceedings of the 7th International Symposium on High-Performance Computer Architecture
3D Processing Technology and Its Impact on iA32 Microprocessors
ICCD '04 Proceedings of the IEEE International Conference on Computer Design
Wavelet Analysis for Microprocessor Design: Experiences with Wavelet-Based dI/dt Characterization
HPCA '04 Proceedings of the 10th International Symposium on High Performance Computer Architecture
Joint exploration of architectural and physical design spaces with thermal consideration
ISLPED '05 Proceedings of the 2005 international symposium on Low power electronics and design
Physical Design for 3D System on Package
IEEE Design & Test
Complexity-based program phase analysis and classification
Proceedings of the 15th international conference on Parallel architectures and compilation techniques
Accurate and efficient regression modeling for microarchitectural performance and power prediction
Proceedings of the 12th international conference on Architectural support for programming languages and operating systems
Efficiently exploring architectural design spaces via predictive modeling
Proceedings of the 12th international conference on Architectural support for programming languages and operating systems
A Predictive Performance Model for Superscalar Processors
Proceedings of the 39th Annual IEEE/ACM International Symposium on Microarchitecture
Methods of inference and learning for performance modeling of parallel applications
Proceedings of the 12th ACM SIGPLAN symposium on Principles and practice of parallel programming
Illustrative Design Space Studies with Microarchitectural Regression Models
HPCA '07 Proceedings of the 2007 IEEE 13th International Symposium on High Performance Computer Architecture
HPCA '07 Proceedings of the 2007 IEEE 13th International Symposium on High Performance Computer Architecture
Design space exploration for 3-D cache
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Good permutations for deterministic scrambled Halton sequences in terms of L2-discrepancy
Journal of Computational and Applied Mathematics
Multiobjective Microarchitectural Floorplanning for 2-D and 3-D ICs
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
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This paper presents novel 2D geospatial-based predictive models for exploring the complex thermal spatial behavior of three-dimensional (3D) die stacked multi-core processors at the early design stage. Unlike other analytical techniques, our predictive models can forecast the location, size and temperature of thermal hotspots. We evaluate the efficiency of using the models for predicting within-die and cross-dies thermal spatial characteristics of 3D multi-core architectures with widely varied design choices (e.g. microarchitecture, floor-plan and packaging). Our results show the models achieve high accuracy while maintaining low complexity and computation overhead.