Microsoft Purview

Microsoft Purview

Traditional challenges that Microsoft Purview seeks to address

Challenges for data consumers

Traditionally, discovering enterprise data sources has been an organic process based on communal knowledge. For companies that want the most value from their information assets, this approach presents many challenges:

  • Because there's no central location to register data sources, users might be unaware of a data source unless they come into contact with it as part of another process.
  • Unless users know the location of a data source, they can't connect to the data by using a client application. Data-consumption experiences require users to know the connection string or path.
  • The intended use of the data is hidden to users unless they know the location of a data source's documentation. Data sources and documentation might live in several places and be consumed through different kinds of experiences.
  • If users have questions about an information asset, they must locate the expert, or team responsible for that data and engage them offline. There's no explicit connection between the data and the experts that understand the data's context.
  • Unless users understand the process for requesting access to the data source, discovering the data source and its documentation won't help them access the data.

Challenges for data producers

Although data consumers face the previously mentioned challenges, users who are responsible for producing and maintaining information assets face challenges of their own:

  • Annotating data sources with descriptive metadata is often a lost effort. Client applications typically ignore descriptions that are stored in the data source.
  • Creating documentation for data sources can be difficult and it's an ongoing responsibility to keep documentation in sync with data sources. Users might not trust documentation that's perceived as being out of date.
  • Creating and maintaining documentation for data sources is complex and time-consuming. Making that documentation readily available to everyone who uses the data source can be even more so.
  • Restricting access to data sources and ensuring that data consumers know how to request access is an ongoing challenge.

When such challenges are combined, they present a significant barrier for companies that want to encourage and promote the use and understanding of enterprise data.

Challenges for security administrators

Users who are responsible for ensuring the security of their organization's data may have any of the challenges listed above as data consumers and producers, and the following extra challenges:

  • An organization's data is constantly growing and being stored and shared in new directions. The task of discovering, protecting, and governing your sensitive data is one that never ends. You need to ensure that your organization's content is being shared with the correct people, applications, and with the correct permissions.
  • Understanding the risk levels in your organization's data requires diving deep into your content, looking for keywords, RegEx patterns, and sensitive data types. For example, sensitive data types might include Credit Card numbers, Social Security numbers or Bank Account numbers. You must constantly monitor all data sources for sensitive content, as even the smallest amount of data loss can be critical to your organization.
  • Ensuring that your organization continues to comply with corporate security policies is a challenging task as your content grows and changes, and as those requirements and policies are updated for changing digital realities. Security administrators need to ensure data security in the quickest time possible.

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Microsoft Purview advantages

Microsoft Purview is designed to address the issues mentioned in the previous sections and to help enterprises get the most value from their existing information assets. The catalog makes data sources easily discoverable and understandable by the users who manage the data.

Microsoft Purview provides a cloud-based service into which you can register data sources. During registration, the data remains in its existing location, but a copy of its metadata is added to Microsoft Purview, along with a reference to the data source location. The metadata is also indexed to make each data source easily discoverable via search and understandable to the users who discover it.

After you register a data source, you can then enrich its metadata. Either the user who registered the data source or another user in the enterprise can add more metadata. Any user can annotate a data source by providing descriptions, tags, or other metadata for requesting data source access. This descriptive metadata supplements the structural metadata, such as column names and data types that are registered from the data source.

Discovering and understanding data sources and their use is the primary purpose of registering the sources. Enterprise users might need data for business intelligence, application development, data science, or any other task where the correct data is required. They can use the data catalog discovery experience to quickly find data that matches their needs, understand the data to evaluate its fitness for purpose, and consume the data by opening the data source in their tool of choice.

At the same time, users can contribute to the catalog by tagging, documenting, and annotating data sources that have already been registered. They can also register new data sources, which are then discovered, understood, and consumed by the community of catalog users.

Lastly, Microsoft Purview Data Policy app applies the metadata in the Data Map, providing a superior solution to keep your data secure.

  • Structure and simplify the process of granting/revoking access.
  • Reduce the effort of access provisioning.
  • Access decision in Microsoft data systems has negligible latency penalty.
  • Enhanced security:
  • Easier to review access/revoke it in a central vs. distributed access provisioning model.
  • Reduced need for privileged accounts to configure access.
  • Support Principle of Least Privilege (give people the appropriate level of access, limiting to the minimum permissions and the least data objects).

In-region data residency

Microsoft Purview processes data and stores metadata information, but does not store customer data. Data is processed in its data region, and customer metadata stays within the region where Microsoft Purview is deployed. For regions with data residency requirements, customer data stays within its region, and customer metadata is always kept within the same region where Microsoft Purview is deployed.

Preetha R.

Microsoft Certified Azure Solutions Architect Expert | Bridging Business Goals with Cloud Excellence | Strong Problem-Solving Skills | Follow my insights at #techysvault

2 年

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