Big data helps precision medical industry Salon co organized by Youfu network

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 Big data helps precision medical industry Salon co organized by Youfu network


As a senior expert in the field of network communication and cloud computing, Zang Yunfeng, CTO of Youfu network, has presided over and participated in the construction and operation of several large-scale national A-level standard data centers, and is also the earliest proponent of proprietary cloud concept in China. The theme of his sharing this time is proprietary cloud helps precision medicine. At the meeting, he pointed out: we are moving forward from cloud 1.0 era to cloud 2.0 era. With the advancement of 5g, cloud edge collaboration and integration have gradually become the core, and bring better storage methods for data. Precision medicine is a data-driven science, and the combination of artificial intelligence and big data and precision medicine is still in the climbing stage. In this context, data storage faces many challenges. The design of precision medical proprietary cloud can ensure the effective management and execution of data.

Everyone has their own genes, and if we analyze these potential genetic data, we can accurately diagnose the source of the disease, he said. Only one persons analysis process can produce GB data, and the full implementation of precision medicine will involve the integration and analysis of thousands of population data. At the same time, the analysis based on genomics and imaging is becoming the standard diagnosis process. To sum up, the image data + clinical data + genomic data all constitute the massive data of precision medical treatment. More than 80% of these data are non institutional data, which brings difficulties and challenges in data management and application

Massive increase of data

For the image data with low access frequency, it is necessary to reasonably plan the life cycle management of image data to reduce the investment of storage resources.

Security data

Each image data needs to be stored for at least 30 years, and the data needs to have redundancy protection mechanism and data backup mechanism to resist virus and other attacks.

Based on the urgent needs of customers for the management and operation of precision medical big data, Youfu network uses the mature object storage operation experience of Youfu cloud platform in various industries for many years, and puts forward a data hierarchical storage solution for precision medical big data: according to the access frequency of medical data, it divides the data into hot data, warm data and cold data, and divides the image hot data and warm data Stored in Youfu cloud storage, SSD and HDD provide higher performance image access speed; cold data is migrated to Youfu blue light cloud to meet the hospitals demand for long-term image data storage and data backup. Hierarchical data dump can be realized by setting hierarchical policy automatically or manually adding automatic mixed strategy.

Youfu proprietary storage cloud, through the distributed computing platform and storage system, realizes the data structure design and data organization algorithm design for the association between structured and unstructured data and efficient data query for the first time. At the same time, it supports the scalability and high concurrency capability of distributed system, and constructs the basic platform of information system and data mining. According to the different characteristics of various unstructured data and the time complexity of data query, the efficient index is realized by machine learning. The system architecture design supports seamless docking with mainstream machine learning engines, including the compatibility of data structure and data distribution, providing good scalability for users to customize medical big data applications.

In addition, Youfus proprietary storage cloud platform, according to the pain points in the actual application of precision medical big data, plans a proprietary Cloud Architecture to connect gene sequencing service providers, partners, laboratories, scientific research institutions and alliance hospitals through dedicated circuits. With these high bandwidth and high security level dedicated lines, you can directly connect to the use area of Youfus private cloud. The private cloud area uses proprietary calculators and memory, and manages and schedules effective resources through a unified cloud management platform and business management platform. In addition, the nanotube function of cloud platform is extended to the user side to improve the efficiency of gene sequencing. The salon came to an end in a heated discussion. There were lots of questions on the spot and experts gave lectures to them. The participants were still in their minds. For the development of precision medicine made a useful discussion, Youfu network will continue to help the precision medical industry to move forward in the future. Source: editor in charge of mass news: Chen Tiqiang_ NB6485

In addition, Youfus proprietary storage cloud platform, according to the pain points in the actual application of precision medical big data, plans a proprietary Cloud Architecture to connect gene sequencing service providers, partners, laboratories, scientific research institutions and alliance hospitals through dedicated circuits. With these high bandwidth and high security level dedicated lines, you can directly connect to the use area of Youfus private cloud. The private cloud area uses proprietary calculators and memory, and manages and schedules effective resources through a unified cloud management platform and business management platform. In addition, the nanotube function of cloud platform is extended to the user side to improve the efficiency of gene sequencing.