QubiCSV: An Open-Source Data Storage and Visualization Platform for Collaborative Qubit Control
arxiv(2024)
摘要
Developing collaborative research platforms for quantum bit control is
crucial for driving innovation in the field, as they enable the exchange of
ideas, data, and implementation to achieve more impactful outcomes.
Furthermore, considering the high costs associated with quantum experimental
setups, collaborative environments are vital for maximizing resource
utilization efficiently. However, the lack of dedicated data management
platforms presents a significant obstacle to progress, highlighting the
necessity for essential assistive tools tailored for this purpose. Current
qubit control systems are unable to handle complicated management of extensive
calibration data and do not support effectively visualizing intricate quantum
experiment outcomes. In this paper, we introduce QubiCSV (Qubit Control Storage
and Visualization), a platform specifically designed to meet the demands of
quantum computing research, focusing on the storage and analysis of calibration
and characterization data in qubit control systems. As an open-source tool,
QubiCSV facilitates efficient data management of quantum computing, providing
data versioning capabilities for data storage and allowing researchers and
programmers to interact with qubits in real time. The insightful visualization
are developed to interpret complex quantum experiments and optimize qubit
performance. QubiCSV not only streamlines the handling of qubit control system
data but also improves the user experience with intuitive visualization
features, making it a valuable asset for researchers in the quantum computing
domain.
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