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Distributed Quantum Computing: Qfaas-DQC #2

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mopoa opened this issue Sep 1, 2024 · 3 comments
Open

Distributed Quantum Computing: Qfaas-DQC #2

mopoa opened this issue Sep 1, 2024 · 3 comments

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@mopoa
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mopoa commented Sep 1, 2024

Hi
Have you ever considered development of a module to handle Distributed Quantum Computing(DQC) on Qfaas over the classical Internet?
Since the computation paradigm of the current Quantum Cloud providers are batch proccesses also considering the lack of Quantum Networks on classical internet, Do think it's possible to exploit the advantages of a distributed quantum system over current internet?or have you seen any related research about the concept?

@mopoa mopoa changed the title Distributed Quantum Computing Distributed Quantum Computing: Qfaas-DQC Sep 1, 2024
@hoaiocom
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hoaiocom commented Sep 3, 2024

Hey mopoa,

This is a possible idea, and I'm also looking into the extension for QFaaS. The core idea is how we can effectively distribute a large quantum task to be executed over multiple quantum nodes. There are circuit knitting techniques and implementations available like Qiskit https://qiskit-extensions.github.io/circuit-knitting-toolbox/ and some recent relevant research papers like https://arxiv.org/abs/2408.04312 - Let me know if you're interested in this extension idea for QFaaS

@mopoa
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mopoa commented Sep 6, 2024

As Giortamis et al. said in their article[1] section V, If i understand it correctly the circuit fragments are totally independent and have no cat-entanglements and other distributed circuit partitioning stuff like what Ferrari et al. did in their job[2] ? Is this techniqe capable of cutting any kinds of circuits in this manner and is it effective for DQC with more than 127 qbits?
basically all we need to do is the Pre-/Post-processing?

This is really exiting and it's probably my first field of research.
Thank you for your attention.

[1]https://arxiv.org/abs/2408.04312
[2]https://doi.org/10.48550/arXiv.2305.02969

@hoaiocom
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I haven't started in this direction, so I may not have a clear answer for now. But good to explore, it's hard to assess feasibility and efficiency without proper evaluation.

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