Data Parallel Implementation of Belief Propagation in Factor Graphs on Multi-core Platforms
暂无分享,去创建一个
[1] Joris M. Mooij,et al. libDAI: A Free and Open Source C++ Library for Discrete Approximate Inference in Graphical Models , 2010, J. Mach. Learn. Res..
[2] Rama Chellappa,et al. Scalable Data Parallel Algorithms for Texture Synthesis and Compression using Gibbs Random Fields , 1998 .
[3] Rajkumar Buyya,et al. High Performance Cluster Computing: Architectures and Systems , 1999 .
[4] Leonel Sousa,et al. Massively LDPC Decoding on Multicore Architectures , 2011, IEEE Transactions on Parallel and Distributed Systems.
[5] Christian Schlegel,et al. Trellis and turbo coding , 2004 .
[6] Joseph R. Cavallaro,et al. Semi-parallel reconfigurable architectures for real-time LDPC decoding , 2004, International Conference on Information Technology: Coding and Computing, 2004. Proceedings. ITCC 2004..
[7] Rajkumar Buyya,et al. High Performance Cluster Computing , 1999 .
[8] RosenblumMendel,et al. Operating system support for improving data locality on CC-NUMA compute servers , 1996 .
[9] Nir Friedman,et al. Probabilistic Graphical Models - Principles and Techniques , 2009 .
[10] Tarek A. El-Ghazawi,et al. An evaluation of global address space languages: co-array fortran and unified parallel C , 2005, PPoPP.
[11] Laxmikant V. Kale,et al. Accelerator Support in the Charm++ Parallel Programming Model. , 2010 .
[12] Manish Parashar,et al. Advanced Computational Infrastructures for Parallel and Distributed Adaptive Applications , 2009 .
[13] Brendan J. Frey,et al. Factor graphs and the sum-product algorithm , 2001, IEEE Trans. Inf. Theory.
[14] H.-A. Loeliger,et al. An introduction to factor graphs , 2004, IEEE Signal Processing Magazine.
[15] Endika Bengoetxea,et al. A parallel framework for loopy belief propagation , 2007, GECCO '07.
[16] Rüdiger L. Urbanke,et al. The capacity of low-density parity-check codes under message-passing decoding , 2001, IEEE Trans. Inf. Theory.
[17] David A. Bader,et al. Scalable Graph Exploration on Multicore Processors , 2010, 2010 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis.
[18] William T. Freeman,et al. Signal and Image Processing with Belief Propagation , 2008 .
[19] Jack Dongarra,et al. Scientific Computing with Multicore and Accelerators , 2010, Chapman and Hall / CRC computational science series.
[20] Joseph JáJá,et al. An Introduction to Parallel Algorithms , 1992 .
[21] Rama Chellappa,et al. Scalable data parallel algorithms for texture synthesis using Gibbs random fields , 1995, IEEE Trans. Image Process..
[22] Erik Sudderth,et al. Signal and Image Processing with Belief Propagation [DSP Applications] , 2008, IEEE Signal Processing Magazine.
[23] Fernando Pereira,et al. Distributed MAP Inference for Undirected Graphical Models , 2010 .
[24] Xiaolin Li,et al. Introduction: Enabling Large‐Scale Computational Science—Motivations, Requirements, and Challenges , 2009 .
[25] Viktor K. Prasanna,et al. Scalable Node-Level Computation Kernels for Parallel Exact Inference , 2010, IEEE Transactions on Computers.
[26] Anoop Gupta,et al. Operating system support for improving data locality on CC-NUMA compute servers , 1996, ASPLOS VII.
[27] Viktor K. Prasanna,et al. Parallel Evidence Propagation on Multicore Processors , 2009, PaCT.
[28] Judea Pearl,et al. Probabilistic reasoning in intelligent systems - networks of plausible inference , 1991, Morgan Kaufmann series in representation and reasoning.
[29] David R. O'Hallaron,et al. Distributed Parallel Inference on Large Factor Graphs , 2009, UAI.
[30] Xiaolin Li,et al. Advanced Computational Infrastructures for Parallel and Distributed Applications , 2009 .
[31] S. Sitharama Iyengar,et al. Introduction to parallel algorithms , 1998, Wiley series on parallel and distributed computing.
[32] Vladimir Pavlovic,et al. Integrative Protein Function Transfer Using Factor Graphs and Heterogeneous Data Sources , 2008, 2008 IEEE International Conference on Bioinformatics and Biomedicine.
[33] Jeffrey S. Vetter,et al. Maestro: Data Orchestration and Tuning for OpenCL Devices , 2010, Euro-Par.
[34] David J. Spiegelhalter,et al. Local computations with probabilities on graphical structures and their application to expert systems , 1990 .
[35] Jaswinder Pal Singh,et al. A parallel Lauritzen-Spiegelhalter algorithm for probabilistic inference , 1994, Proceedings of Supercomputing '94.
[36] Katharina Morik,et al. Parallel Inference on Structured Data with CRFs on GPUs , 2012 .