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020 _a3319534297
_q(electronic bk.)
020 _a9783319534299
_q(electronic bk.)
020 _z3319534289
020 _z9783319534282
_q(print)
035 _a(OCoLC)972640506
_z(OCoLC)972620018
_z(OCoLC)972865267
_z(OCoLC)973015183
_z(OCoLC)973125307
_z(OCoLC)973303241
_z(OCoLC)973381691
_z(OCoLC)973501714
_z(OCoLC)973747701
_z(OCoLC)981816303
_z(OCoLC)1005775391
_z(OCoLC)1012016611
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050 4 _aTK7874
_b.C446 2017 EB
100 1 _aChen, Xiaoming,
_eautor
245 1 0 _aParallel sparse direct solver for integrated circuit simulation
_cXiaoming Chen, Yu Wang, Huazhong Yang.
264 1 _aCham, Switzerland
_bSpringer
_c2017
300 _a1 recurso en línea
336 _aTexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
500 _aSpringerLink
504 _aIncluye referencias bibliográficas e índice
505 0 _aPreface; Contents; 1 Introduction; 1.1 Circuit Simulation; 1.1.1 Mathematical Formulation; 1.1.2 LU Factorization; 1.1.3 Simulation Flow; 1.2 Challenges of Parallel Circuit Simulation; 1.2.1 Device Model Evaluation; 1.2.2 Sparse Direct Solver; 1.2.3 Theoretical Speedup; 1.3 Focus of This Book; References; 2 Related Work; 2.1 Direct Parallel Methods; 2.1.1 Parallel Direct Matrix Solutions; 2.1.2 Parallel Iterative Matrix Solutions; 2.2 Domain Decomposition; 2.2.1 Parallel BBD-Form Matrix Solutions; 2.2.2 Parallel Multilevel Newton Methods; 2.2.3 Parallel Schwarz Methods.
505 8 _a2.2.4 Parallel Relaxation Methods2.3 Parallel Time-Domain Simulation; 2.3.1 Parallel Numerical Integration Algorithms; 2.3.2 Parallel Multi-Algorithm Simulation; 2.3.3 Time-Domain Partitioning; 2.3.4 Matrix Exponential Methods; 2.4 Hardware Acceleration Techniques; 2.4.1 GPU Acceleration; 2.4.2 FPGA Acceleration; References; 3 Overall Solver Flow; 3.1 Overall Flow; 3.2 Pre-analysis; 3.2.1 Zero-Free Permutation/Static Pivoting; 3.2.2 Matrix Ordering; 3.2.3 Symbolic Factorization; 3.3 Numerical Full Factorization; 3.3.1 Symbolic Prediction; 3.3.2 Numerical Update; 3.3.3 Partial Pivoting.
505 8 _a3.3.4 Pruning3.4 Numerical Re-factorization; 3.4.1 Factorization Method Selection; 3.5 Right-Hand-Solving; 3.5.1 Forward/Backward Substitutions; 3.5.2 Iterative Refinement; References; 4 Parallel Sparse Left-Looking Algorithm; 4.1 Parallel Full Factorization; 4.1.1 Data Dependence Representation; 4.1.2 Task Scheduling; 4.1.3 Algorithm Flow; 4.1.4 Implementation Details; 4.2 Parallel Re-factorization; 4.2.1 Data Dependence Representation; 4.2.2 Task Scheduling; 4.2.3 Algorithm Flow; 4.2.4 Implementation Details; References; 5 Improvement Techniques; 5.1 Map Algorithm; 5.1.1 Motivation.
505 8 _a5.1.2 Map Definition and Construction5.1.3 Sequential Map Re-factorization; 5.1.4 Parallel Map Re-factorization; 5.2 Supernodal Algorithm; 5.2.1 Motivation; 5.2.2 Supernode Definition and Storage; 5.2.3 Supernodal Full Factorization; 5.2.4 Supernodal Re-factorization; 5.3 Fast Full Factorization; 5.3.1 Motivation and Pivoting Reduction; 5.3.2 Sequential Fast Full Factorization; 5.3.3 Parallel Fast Full Factorization; References; 6 Test Results; 6.1 Experimental Setup; 6.2 Performance Metric; 6.2.1 Speedups; 6.2.2 Performance Profile; 6.3 Results of Benchmark Test.
505 8 _a6.3.1 Comparison of Different Algorithms6.3.2 Relative Speedups; 6.3.3 Speedups; 6.3.4 Other Comparisons; 6.4 Results of Simulation Test; References; 7 Performance Model; 7.1 DAG-Based Performance Model; 7.2 Results and Analysis; 7.2.1 Theoretical Maximum Relative Speedup; 7.2.2 Predicted Relative Speedup; 7.2.3 Bottleneck Analysis; 8 Conclusions; Reference; Index.
520 3 _aThis book describes algorithmic methods and parallelization techniques to design a parallel sparse direct solver which is specifically targeted at integrated circuit simulation problems. The authors describe a complete flow and detailed parallel algorithms of the sparse direct solver. They also show how to improve the performance by simple but effective numerical techniques. The sparse direct solver techniques described can be applied to any SPICE-like integrated circuit simulator and have been proven to be high-performance in actual circuit simulation. Readers will benefit from the state-of-the-art parallel integrated circuit simulation techniques described in this book, especially the latest parallel sparse matrix solution techniques. · Introduces complicated algorithms of sparse linear solvers, using concise principles and simple examples, without complex theory or lengthy derivations; · Describes a parallel sparse direct solver that can be adopted to accelerate any SPICE-like integrated circuit simulator and makes circuit simulators more efficient on modern parallel processors; · Uses experimental results from practical applications to demonstrate the performance of the parallel sparse direct solver.
988 _aEBOOK, asignarmaterias, EBSPRINGER_2017B
650 7 _aCircuitos integrados
_xComputer simulation.
_2embne
_0(OCoLC)fst00975537
_0
_9139614
700 1 _aWang, Yu,
_eautor
_9670932
700 1 _aYang, Huazhong,
_eautor
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=http://link.springer.com/10.1007/978-3-319-53429-9
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b02/2018
_dz
_e-
_zSI