| Presentation | 2023-08-04 Parallelization improvements in MPS simulation using Qiskit Daniel Rodriguez, Takumi Honda, Masafumi Yamazaki, Takanori Nakao, Akihiko Kasagi, Naoto Fukumoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Tensor Networks, specifically Matrix Product State (MPS), are widely used for quantum circuit simulation due to their better memory consumption than its closest alternative, Statevector (SV). MPS is representend as a 1-Dimension tensor network, which makes it generally more difficult to parallelize than SV; even Qiskit, one of the most popular quantum simulators, performs much of its processing sequentially. Here we present an approach to introduce parallelization into its workflow that provides performance improvements in general circuits and significant improvements in specific circuits |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Quantum Computing Simulation / Parallel Computing / Matrix Product State / Qiskit |
| Paper # | CPSY2023-18,DC2023-18 |
| Date of Issue | 2023-07-26 (CPSY, DC) |
| Conference Information | |
| Committee | CPSY / DC / IPSJ-ARC |
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| Conference Date | 2023/8/2(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hakodate Arena |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | SWoPP2023: Parallel, Distributed and Cooperative Processing Systems and Dependable Computing |
| Chair | Kota Nakajima(Fujitsu Lab.) / Tatsuhiro Tsuchiya(Osaka Univ.) / Hiroshi Inoue(Kyushu Univ.) |
| Vice Chair | Yasushi Inoguchi(JAIST) / Tomoaki Tsumura(Nagoya Inst. of Tech.) / Toshinori Hosokawa(Nihon Univ.) |
| Secretary | Yasushi Inoguchi(Univ. of Tsukuba) / Tomoaki Tsumura(Hitachi) / Toshinori Hosokawa(Nihon Univ.) / (Chiba Univ.) |
| Assistant | Ryuichi Sakamoto(Tokyo Inst. of Tech.) / Takumi Honda(Fujitsu) |
| Paper Information | |
| Registration To | Technical Committee on Computer Systems / Technical Committee on Dependable Computing / Special Interest Group on System Architecture |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Parallelization improvements in MPS simulation using Qiskit |
| Sub Title (in English) | |
| Keyword(1) | Quantum Computing Simulation |
| Keyword(2) | Parallel Computing |
| Keyword(3) | Matrix Product State |
| Keyword(4) | Qiskit |
| 1st Author's Name | Daniel Rodriguez |
| 1st Author's Affiliation | Fujitsu Limited(Fujitsu LTD.) |
| 2nd Author's Name | Takumi Honda |
| 2nd Author's Affiliation | Fujitsu Limited(Fujitsu LTD.) |
| 3rd Author's Name | Masafumi Yamazaki |
| 3rd Author's Affiliation | Fujitsu Limited(Fujitsu LTD.) |
| 4th Author's Name | Takanori Nakao |
| 4th Author's Affiliation | Fujitsu Limited(Fujitsu LTD.) |
| 5th Author's Name | Akihiko Kasagi |
| 5th Author's Affiliation | Fujitsu Limited(Fujitsu LTD.) |
| 6th Author's Name | Naoto Fukumoto |
| 6th Author's Affiliation | Fujitsu Limited(Fujitsu LTD.) |
| Date | 2023-08-04 |
| Paper # | CPSY2023-18,DC2023-18 |
| Volume (vol) | vol.123 |
| Number (no) | CPSY-145,DC-146 |
| Page | pp.pp.61-66(CPSY), pp.61-66(DC), |
| #Pages | 6 |
| Date of Issue | 2023-07-26 (CPSY, DC) |