Systematic Crosstalk Mitigation for Superconducting Qubits via Frequency-Aware Compilation
One of the key challenges in current Noisy Intermediate-Scale Quantum (NISQ) computers is to control a quantum system with high-fidelity quantum gates. There are many reasons a quantum gate can go wrong -- for superconducting transmon qubits in particular, one major source of gate error is the unwan...
Gespeichert in:
Veröffentlicht in: | arXiv.org 2020-08 |
---|---|
Hauptverfasser: | , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | |
container_start_page | |
container_title | arXiv.org |
container_volume | |
creator | Ding, Yongshan Gokhale, Pranav Lin, Sophia Fuhui Rines, Richard Propson, Thomas Chong, Frederic T |
description | One of the key challenges in current Noisy Intermediate-Scale Quantum (NISQ) computers is to control a quantum system with high-fidelity quantum gates. There are many reasons a quantum gate can go wrong -- for superconducting transmon qubits in particular, one major source of gate error is the unwanted crosstalk between neighboring qubits due to a phenomenon called frequency crowding. We motivate a systematic approach for understanding and mitigating the crosstalk noise when executing near-term quantum programs on superconducting NISQ computers. We present a general software solution to alleviate frequency crowding by systematically tuning qubit frequencies according to input programs, trading parallelism for higher gate fidelity when necessary. The net result is that our work dramatically improves the crosstalk resilience of tunable-qubit, fixed-coupler hardware, matching or surpassing other more complex architectural designs such as tunable-coupler systems. On NISQ benchmarks, we improve worst-case program success rate by 13.3x on average, compared to existing traditional serialization strategies. |
doi_str_mv | 10.48550/arxiv.2008.09503 |
format | Article |
fullrecord | <record><control><sourceid>proquest_arxiv</sourceid><recordid>TN_cdi_arxiv_primary_2008_09503</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2436697431</sourcerecordid><originalsourceid>FETCH-LOGICAL-a521-31175b0c4cd9d280233189307cda45f6b78e2bf173012916a2f781b43bf0d18a3</originalsourceid><addsrcrecordid>eNotkF9LwzAUxYMgOOY-gE8GfO68-dekj6M4FSYi25MvJU3Tkbk1NWmn_fZ2m08XDuccfvcgdEdgzpUQ8KjDrzvOKYCaQyaAXaEJZYwkilN6g2Yx7gCAppIKwSbocz3Ezh505wzOg4-x0_sv_OY6tx013-DaB7zuWxuMb6redK7Z4o--dF3ER6fxMtjv3jZmSBY_Olic-0Pr9ufoLbqu9T7a2f-dos3yaZO_JKv359d8sUq0oCRhhEhRguGmyiqq4MSqMgbSVJqLOi2lsrSsiWRAaEZSTWupSMlZWUNFlGZTdH-pPT9etMEddBiK0wDFeYDR8XBxtMGPsLErdr4PzchUUM7SNJOcEfYHEj1eXg</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2436697431</pqid></control><display><type>article</type><title>Systematic Crosstalk Mitigation for Superconducting Qubits via Frequency-Aware Compilation</title><source>arXiv.org</source><source>Free E- Journals</source><creator>Ding, Yongshan ; Gokhale, Pranav ; Lin, Sophia Fuhui ; Rines, Richard ; Propson, Thomas ; Chong, Frederic T</creator><creatorcontrib>Ding, Yongshan ; Gokhale, Pranav ; Lin, Sophia Fuhui ; Rines, Richard ; Propson, Thomas ; Chong, Frederic T</creatorcontrib><description>One of the key challenges in current Noisy Intermediate-Scale Quantum (NISQ) computers is to control a quantum system with high-fidelity quantum gates. There are many reasons a quantum gate can go wrong -- for superconducting transmon qubits in particular, one major source of gate error is the unwanted crosstalk between neighboring qubits due to a phenomenon called frequency crowding. We motivate a systematic approach for understanding and mitigating the crosstalk noise when executing near-term quantum programs on superconducting NISQ computers. We present a general software solution to alleviate frequency crowding by systematically tuning qubit frequencies according to input programs, trading parallelism for higher gate fidelity when necessary. The net result is that our work dramatically improves the crosstalk resilience of tunable-qubit, fixed-coupler hardware, matching or surpassing other more complex architectural designs such as tunable-coupler systems. On NISQ benchmarks, we improve worst-case program success rate by 13.3x on average, compared to existing traditional serialization strategies.</description><identifier>EISSN: 2331-8422</identifier><identifier>DOI: 10.48550/arxiv.2008.09503</identifier><language>eng</language><publisher>Ithaca: Cornell University Library, arXiv.org</publisher><subject>Accuracy ; Couplers ; Crosstalk ; Crowding ; Physics - Quantum Physics ; Quantum theory ; Qubits (quantum computing) ; Software ; Superconductivity</subject><ispartof>arXiv.org, 2020-08</ispartof><rights>2020. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>http://arxiv.org/licenses/nonexclusive-distrib/1.0</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>228,230,776,780,881,27902</link.rule.ids><backlink>$$Uhttps://doi.org/10.1109/MICRO50266.2020.00028$$DView published paper (Access to full text may be restricted)$$Hfree_for_read</backlink><backlink>$$Uhttps://doi.org/10.48550/arXiv.2008.09503$$DView paper in arXiv$$Hfree_for_read</backlink></links><search><creatorcontrib>Ding, Yongshan</creatorcontrib><creatorcontrib>Gokhale, Pranav</creatorcontrib><creatorcontrib>Lin, Sophia Fuhui</creatorcontrib><creatorcontrib>Rines, Richard</creatorcontrib><creatorcontrib>Propson, Thomas</creatorcontrib><creatorcontrib>Chong, Frederic T</creatorcontrib><title>Systematic Crosstalk Mitigation for Superconducting Qubits via Frequency-Aware Compilation</title><title>arXiv.org</title><description>One of the key challenges in current Noisy Intermediate-Scale Quantum (NISQ) computers is to control a quantum system with high-fidelity quantum gates. There are many reasons a quantum gate can go wrong -- for superconducting transmon qubits in particular, one major source of gate error is the unwanted crosstalk between neighboring qubits due to a phenomenon called frequency crowding. We motivate a systematic approach for understanding and mitigating the crosstalk noise when executing near-term quantum programs on superconducting NISQ computers. We present a general software solution to alleviate frequency crowding by systematically tuning qubit frequencies according to input programs, trading parallelism for higher gate fidelity when necessary. The net result is that our work dramatically improves the crosstalk resilience of tunable-qubit, fixed-coupler hardware, matching or surpassing other more complex architectural designs such as tunable-coupler systems. On NISQ benchmarks, we improve worst-case program success rate by 13.3x on average, compared to existing traditional serialization strategies.</description><subject>Accuracy</subject><subject>Couplers</subject><subject>Crosstalk</subject><subject>Crowding</subject><subject>Physics - Quantum Physics</subject><subject>Quantum theory</subject><subject>Qubits (quantum computing)</subject><subject>Software</subject><subject>Superconductivity</subject><issn>2331-8422</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><sourceid>GOX</sourceid><recordid>eNotkF9LwzAUxYMgOOY-gE8GfO68-dekj6M4FSYi25MvJU3Tkbk1NWmn_fZ2m08XDuccfvcgdEdgzpUQ8KjDrzvOKYCaQyaAXaEJZYwkilN6g2Yx7gCAppIKwSbocz3Ezh505wzOg4-x0_sv_OY6tx013-DaB7zuWxuMb6redK7Z4o--dF3ER6fxMtjv3jZmSBY_Olic-0Pr9ufoLbqu9T7a2f-dos3yaZO_JKv359d8sUq0oCRhhEhRguGmyiqq4MSqMgbSVJqLOi2lsrSsiWRAaEZSTWupSMlZWUNFlGZTdH-pPT9etMEddBiK0wDFeYDR8XBxtMGPsLErdr4PzchUUM7SNJOcEfYHEj1eXg</recordid><startdate>20200821</startdate><enddate>20200821</enddate><creator>Ding, Yongshan</creator><creator>Gokhale, Pranav</creator><creator>Lin, Sophia Fuhui</creator><creator>Rines, Richard</creator><creator>Propson, Thomas</creator><creator>Chong, Frederic T</creator><general>Cornell University Library, arXiv.org</general><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>GOX</scope></search><sort><creationdate>20200821</creationdate><title>Systematic Crosstalk Mitigation for Superconducting Qubits via Frequency-Aware Compilation</title><author>Ding, Yongshan ; Gokhale, Pranav ; Lin, Sophia Fuhui ; Rines, Richard ; Propson, Thomas ; Chong, Frederic T</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a521-31175b0c4cd9d280233189307cda45f6b78e2bf173012916a2f781b43bf0d18a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Accuracy</topic><topic>Couplers</topic><topic>Crosstalk</topic><topic>Crowding</topic><topic>Physics - Quantum Physics</topic><topic>Quantum theory</topic><topic>Qubits (quantum computing)</topic><topic>Software</topic><topic>Superconductivity</topic><toplevel>online_resources</toplevel><creatorcontrib>Ding, Yongshan</creatorcontrib><creatorcontrib>Gokhale, Pranav</creatorcontrib><creatorcontrib>Lin, Sophia Fuhui</creatorcontrib><creatorcontrib>Rines, Richard</creatorcontrib><creatorcontrib>Propson, Thomas</creatorcontrib><creatorcontrib>Chong, Frederic T</creatorcontrib><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection (ProQuest)</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><collection>arXiv.org</collection><jtitle>arXiv.org</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ding, Yongshan</au><au>Gokhale, Pranav</au><au>Lin, Sophia Fuhui</au><au>Rines, Richard</au><au>Propson, Thomas</au><au>Chong, Frederic T</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Systematic Crosstalk Mitigation for Superconducting Qubits via Frequency-Aware Compilation</atitle><jtitle>arXiv.org</jtitle><date>2020-08-21</date><risdate>2020</risdate><eissn>2331-8422</eissn><abstract>One of the key challenges in current Noisy Intermediate-Scale Quantum (NISQ) computers is to control a quantum system with high-fidelity quantum gates. There are many reasons a quantum gate can go wrong -- for superconducting transmon qubits in particular, one major source of gate error is the unwanted crosstalk between neighboring qubits due to a phenomenon called frequency crowding. We motivate a systematic approach for understanding and mitigating the crosstalk noise when executing near-term quantum programs on superconducting NISQ computers. We present a general software solution to alleviate frequency crowding by systematically tuning qubit frequencies according to input programs, trading parallelism for higher gate fidelity when necessary. The net result is that our work dramatically improves the crosstalk resilience of tunable-qubit, fixed-coupler hardware, matching or surpassing other more complex architectural designs such as tunable-coupler systems. On NISQ benchmarks, we improve worst-case program success rate by 13.3x on average, compared to existing traditional serialization strategies.</abstract><cop>Ithaca</cop><pub>Cornell University Library, arXiv.org</pub><doi>10.48550/arxiv.2008.09503</doi><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | EISSN: 2331-8422 |
ispartof | arXiv.org, 2020-08 |
issn | 2331-8422 |
language | eng |
recordid | cdi_arxiv_primary_2008_09503 |
source | arXiv.org; Free E- Journals |
subjects | Accuracy Couplers Crosstalk Crowding Physics - Quantum Physics Quantum theory Qubits (quantum computing) Software Superconductivity |
title | Systematic Crosstalk Mitigation for Superconducting Qubits via Frequency-Aware Compilation |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-08T00%3A25%3A01IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_arxiv&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Systematic%20Crosstalk%20Mitigation%20for%20Superconducting%20Qubits%20via%20Frequency-Aware%20Compilation&rft.jtitle=arXiv.org&rft.au=Ding,%20Yongshan&rft.date=2020-08-21&rft.eissn=2331-8422&rft_id=info:doi/10.48550/arxiv.2008.09503&rft_dat=%3Cproquest_arxiv%3E2436697431%3C/proquest_arxiv%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2436697431&rft_id=info:pmid/&rfr_iscdi=true |