Quantum computer systems: research for noisy intermediate-scale quantum computers
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
[San Rafael, California]
Morgan & Claypool Publishers
[2020]
|
| Schriftenreihe: | Synthesis lectures on computer architecture
#51 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Klappentext |
| Beschreibung: | xxiii, 203 Seiten Illustrationen 24 cm |
| ISBN: | 9781681738680 1681738686 9781681738666 168173866X |
Internformat
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Datensatz im Suchindex
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|---|---|
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Contents Preface.xv Acknowledgments .xvii List of Notations. xix PARTI Building Blocks. 1 1 2 Introduction. 3 1.1 The Birth of Quantum Computing. 3 1.1.1 The Ri se of a New Computing Paradigm . 4 1.1.2 What Is a Quantum Computer? .5 1.2 Models of Quantum Computation. 5 1.2.1 Analog Model.6 1.2.2 Gate-Based Model. 6 1.2.3 Measurement-Based Model. 6 1.3 A QPU for Classical Computing. 7 1.3.1 Architectural Design of a QPU.8 1.4 1.5 Quantum
technologies.9 A Road Map for Quantum Computers. 10 1.5.1 Computer Science Research Opportunities.11 Think Quantumly About Computing. 13 2.1 Bits vs. 2.1.1 2.1.2 2.1.3 Qubits . 13 Computing with Bits: Boolean Circuits.13 Computing with Qubits: Quantum Circuits. 20 Architectural Constraints of a Quantum Computer.25 2.2 Basic Principles of Quantum Computation . 26 2.2.1 Quantum States . 27 2.2.2 Composition ot Quantum Systems. 28
2.2.3 2.2.4 Measurements.31 Quantum Gates .33 2.3 Noisy Quantum Systems.37 2.3.1 Quantum Probability. 37 2.3.2 Operator Sum Representation. 39 2.3.3 Qubit Decoherence and Gate Noise .41 2.4 Qubit Technologies.42 2.4.1 Trapped Ion Qubits . 43 2.4.2 Superconducting Qubits. 48 2.4.3 Other Promising Implementations.53 Quantum Application Design.55 3.1 General Features. 55 3.1.1 The Computing Process. 56 3.1.2 The Query Model and Quantum Parallelism. 56 3.1.3 Complexity, Fidelity, and
Beyond.59 3.2 Gate-Based Quantum Algorithms . 62 3.2.1 Deutseh-Josza Algorithm. 63 3.2.2 Bernstein-Vazirani Algorithm. 65 3.3 NISQQuantum Algorithms. 67 3.3.1 Variational Quantum Figensolver (VQE). 67 3.3.2 Quantum Approximate Optimization Algorithm (QAOA).68 Summary and Outlook.69 3.4 PART II Quantum Computer Systems. 71 Optimizing Quantum Systems-An Overview. 73 4.1 Structure of Quantum Computer Systems. 73 4.2 4.3 Quantum-Classical Co-Processing. 75 Quantum Compiling.76 4.4 NISQys. FT Machines.78 Quantum Programming Languages.81 5.1 5.2 Low-Level Machine Languages. 81
High-Level Programming Languages. 82
XIII 5.3 5.4 6 Circuit Synthesis and Compilation. 91 6.1 6.2 6.3 7 Synthesizing Quantum Circuits .91 6.1.1 Choice of՜ Universal Instruction Set. 92 6.1.2 Exact Synthesis. 94 6.1.3 Approximate Synthesis. 102 6.1.4 Higher-Dimensional Synthesis .104 Classical vs. Quantum Compiler Optimization. 105 Gate Scheduling and Parallelism.106 6.3.1 Primary Constraints in Scheduling.108 6.3.2 Scheduling Strategies. 112 6.3.3 Highlight: Gate Teleportation.113 6.4 Qubit Mapping and Reuse . 115 6.4.1 binding a Good Qubit Mapping.117 6.4.2 Strategically Reusing Qubits .119 6.4.3 Highlight: Uncomputation. 120 6.5 Summary
and Outlook.124 Microarchitecture and Pulse Compilation. 127 7.1 7.2 7.3 7.4 8 Program Debugging and Verification.83 5.3.1 Tracing via Classical Simulation.84 5.3.2 Assertion via Quantum Property Testing. 85 5.3.3 Proofs via Formal Verification .89 Summary and Outlook. 89 From Gates to Pulses-An Overview.127 7.1.1 General Pulse Compilation Flow.127 Quantum Controls and Pulse Shaping.128 7.2.1 Open-Loop vs. Closed-Loop Control. 129 Quantum Optimal Control. 130 7.3.1 Highlight: Compilation for Variational Algorithms.131 Summary and Outlook. 132 Noise Mitigation and Error Correction. 133 8.1 Characterizing Realistic
Noises. 133 8.1.1 Measurements of Decoherence. 135 8.1.2 Quantum-State Tomography.136 8.1.3 Randomized Benchmarking.136
XIV 8.2 8.3 8.4 9 10 Noise Mitigation Strategies.137 8.2.1 Randomized Compiling.138 8.2.2 Noise-Aware Mapping.140 8.2.3 Crosstalk-Aware Scheduling. 140 Quantum Error Correction.141 8.3.1 Basic Principles of QEC.141 8.3.2 Stabilizer Codes .145 8.3.3 Transversalii)' and Eastin-KnillTheorem . 146 8.3.4 Knill’s Error Correction Picture. 147 Summary and Outlook. 149 Classical Simulation of Quantum Computation. 151 9.1 Strong vs. Weak Simulation: An Overview. 151 9.1.1 Distance Measures. 153 9.2 9.3 9.4 9.5 Density Matrices: The Schrödinger Picture . 154 Stabilizer Formalism: The Heisenberg Picture.
156 Graphical Models and Tensor Network. 159 Summary and Outlook. 163 Concluding Remarks. 165 Bibliography. 169 Authors’ Biographies.203
This book targets computer scientists and engineers who are familiar with concepts in classical computer systems but are curious to learn the general architecture of quantum computing systems. It gives a concise presentation of this new paradigm of computing from a computer systems' point of view without assuming any background tn quantum mechanics. As such, it is divided into two parts. The first part of the book pros ides a gentle overview on the fundamental principles of the quantum theory and their implications for computing. The second part is devoted to state-of-the-art research in designing practical quantum programs, building a scalable software systems stack, and controlling quantum hardware components. Most chapters end with a summary and an outlook for future directions. This book celebrates the remarkable progress that scientists across disciplines have made in the past decades and reveals what roles computer scientists and engineers can play to enable practical-scale quantum computing. |
| adam_txt |
Contents Preface.xv Acknowledgments .xvii List of Notations. xix PARTI Building Blocks. 1 1 2 Introduction. 3 1.1 The Birth of Quantum Computing. 3 1.1.1 The Ri se of a New Computing Paradigm . 4 1.1.2 What Is a Quantum Computer? .5 1.2 Models of Quantum Computation. 5 1.2.1 Analog Model.6 1.2.2 Gate-Based Model. 6 1.2.3 Measurement-Based Model. 6 1.3 A QPU for Classical Computing. 7 1.3.1 Architectural Design of a QPU.8 1.4 1.5 Quantum
technologies.9 A Road Map for Quantum Computers. 10 1.5.1 Computer Science Research Opportunities.11 Think Quantumly About Computing. 13 2.1 Bits vs. 2.1.1 2.1.2 2.1.3 Qubits . 13 Computing with Bits: Boolean Circuits.13 Computing with Qubits: Quantum Circuits. 20 Architectural Constraints of a Quantum Computer.25 2.2 Basic Principles of Quantum Computation . 26 2.2.1 Quantum States . 27 2.2.2 Composition ot Quantum Systems. 28
2.2.3 2.2.4 Measurements.31 Quantum Gates .33 2.3 Noisy Quantum Systems.37 2.3.1 Quantum Probability. 37 2.3.2 Operator Sum Representation. 39 2.3.3 Qubit Decoherence and Gate Noise .41 2.4 Qubit Technologies.42 2.4.1 Trapped Ion Qubits . 43 2.4.2 Superconducting Qubits. 48 2.4.3 Other Promising Implementations.53 Quantum Application Design.55 3.1 General Features. 55 3.1.1 The Computing Process. 56 3.1.2 The Query Model and Quantum Parallelism. 56 3.1.3 Complexity, Fidelity, and
Beyond.59 3.2 Gate-Based Quantum Algorithms . 62 3.2.1 Deutseh-Josza Algorithm. 63 3.2.2 Bernstein-Vazirani Algorithm. 65 3.3 NISQQuantum Algorithms. 67 3.3.1 Variational Quantum Figensolver (VQE). 67 3.3.2 Quantum Approximate Optimization Algorithm (QAOA).68 Summary and Outlook.69 3.4 PART II Quantum Computer Systems. 71 Optimizing Quantum Systems-An Overview. 73 4.1 Structure of Quantum Computer Systems. 73 4.2 4.3 Quantum-Classical Co-Processing. 75 Quantum Compiling.76 4.4 NISQys. FT Machines.78 Quantum Programming Languages.81 5.1 5.2 Low-Level Machine Languages. 81
High-Level Programming Languages. 82
XIII 5.3 5.4 6 Circuit Synthesis and Compilation. 91 6.1 6.2 6.3 7 Synthesizing Quantum Circuits .91 6.1.1 Choice of՜ Universal Instruction Set. 92 6.1.2 Exact Synthesis. 94 6.1.3 Approximate Synthesis. 102 6.1.4 Higher-Dimensional Synthesis .104 Classical vs. Quantum Compiler Optimization. 105 Gate Scheduling and Parallelism.106 6.3.1 Primary Constraints in Scheduling.108 6.3.2 Scheduling Strategies. 112 6.3.3 Highlight: Gate Teleportation.113 6.4 Qubit Mapping and Reuse . 115 6.4.1 binding a Good Qubit Mapping.117 6.4.2 Strategically Reusing Qubits .119 6.4.3 Highlight: Uncomputation. 120 6.5 Summary
and Outlook.124 Microarchitecture and Pulse Compilation. 127 7.1 7.2 7.3 7.4 8 Program Debugging and Verification.83 5.3.1 Tracing via Classical Simulation.84 5.3.2 Assertion via Quantum Property Testing. 85 5.3.3 Proofs via Formal Verification .89 Summary and Outlook. 89 From Gates to Pulses-An Overview.127 7.1.1 General Pulse Compilation Flow.127 Quantum Controls and Pulse Shaping.128 7.2.1 Open-Loop vs. Closed-Loop Control. 129 Quantum Optimal Control. 130 7.3.1 Highlight: Compilation for Variational Algorithms.131 Summary and Outlook. 132 Noise Mitigation and Error Correction. 133 8.1 Characterizing Realistic
Noises. 133 8.1.1 Measurements of Decoherence. 135 8.1.2 Quantum-State Tomography.136 8.1.3 Randomized Benchmarking.136
XIV 8.2 8.3 8.4 9 10 Noise Mitigation Strategies.137 8.2.1 Randomized Compiling.138 8.2.2 Noise-Aware Mapping.140 8.2.3 Crosstalk-Aware Scheduling. 140 Quantum Error Correction.141 8.3.1 Basic Principles of QEC.141 8.3.2 Stabilizer Codes .145 8.3.3 Transversalii)' and Eastin-KnillTheorem . 146 8.3.4 Knill’s Error Correction Picture. 147 Summary and Outlook. 149 Classical Simulation of Quantum Computation. 151 9.1 Strong vs. Weak Simulation: An Overview. 151 9.1.1 Distance Measures. 153 9.2 9.3 9.4 9.5 Density Matrices: The Schrödinger Picture . 154 Stabilizer Formalism: The Heisenberg Picture.
156 Graphical Models and Tensor Network. 159 Summary and Outlook. 163 Concluding Remarks. 165 Bibliography. 169 Authors’ Biographies.203 |
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| spelling | Ding, Yongshan ca. 20./21. Jh. Verfasser (DE-588)123093104X aut Quantum computer systems research for noisy intermediate-scale quantum computers Yongshan Ding, Frederic T. Chong [San Rafael, California] Morgan & Claypool Publishers [2020] xxiii, 203 Seiten Illustrationen 24 cm txt rdacontent n rdamedia nc rdacarrier Synthesis lectures on computer architecture #51 Quantencomputer (DE-588)4533372-5 gnd rswk-swf Quantum computers Quantum computing Error-correcting codes (Information theory) Quantencomputer (DE-588)4533372-5 s DE-604 Chong, Frederic T. 1968- Sonstige (DE-588)123268168 oth Synthesis lectures on computer architecture #51 (DE-604)BV023068349 #51 Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032506922&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032506922&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
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| title | Quantum computer systems research for noisy intermediate-scale quantum computers |
| title_auth | Quantum computer systems research for noisy intermediate-scale quantum computers |
| title_exact_search | Quantum computer systems research for noisy intermediate-scale quantum computers |
| title_exact_search_txtP | Quantum computer systems research for noisy intermediate-scale quantum computers |
| title_full | Quantum computer systems research for noisy intermediate-scale quantum computers Yongshan Ding, Frederic T. Chong |
| title_fullStr | Quantum computer systems research for noisy intermediate-scale quantum computers Yongshan Ding, Frederic T. Chong |
| title_full_unstemmed | Quantum computer systems research for noisy intermediate-scale quantum computers Yongshan Ding, Frederic T. Chong |
| title_short | Quantum computer systems |
| title_sort | quantum computer systems research for noisy intermediate scale quantum computers |
| title_sub | research for noisy intermediate-scale quantum computers |
| topic | Quantencomputer (DE-588)4533372-5 gnd |
| topic_facet | Quantencomputer |
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