InfoQ Homepage Data Management Content on InfoQ
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Amazon DataZone Generally Available: Share and Access Data across AWS Accounts
AWS recently announced the general availability (GA) of Amazon DataZone. This data management service allows users to catalog, discover, share, and govern data stored across AWS, on-premises, and third-party sources.
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Slack's Lessons Learned from Supporting Highly Regulated Workloads on AWS GovCloud
Archie Gunasekara, staff software engineer at Slack, and Andrew Martin, staff software engineer at Slack, recently shared their learnings in building GovSlack, an instance of Slack running on the AWS GovCloud region. They shared challenges in adapting to unsupported services, account creation, and account isolation.
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AWS Announces DataZone, a New Data Management Service to Govern Data
At AWS re:Invent, Amazon Web Services announced Amazon DataZone, a new data management service that makes it faster and easier for customers to catalog, discover, share, and govern data stored across AWS, on-premises, and third-party sources.
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Developing and Evolving SaaS Infrastructures for Enterprises
SaaS companies that are focused on the enterprise market need to evolve their infrastructure to meet the security, reliability, and other IT requirements of their customers. IT admins and large customers are two important sources of requirements to drive development.
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A New Microsoft Platform in Town: the Microsoft Intelligent Data Platform
Recently Microsoft introduced a new platform called the Microsoft Intelligent Data Platform that fully integrates their database, analytics, and governance offerings. The new platform encompasses everything already available in the Azure Data space (Azure Data Factory, Azure Data Explorer, etc.) to the Synapse Analytics products, Power BI, and the newly rebranded Purview data governance service.
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Microsoft Rebrands its Data Governance Service to Microsoft Purview
Recently, Microsoft announced Microsoft Purview, a new product branding bringing together the Azure Purview data governance service with various Microsoft 365 compliance solutions.
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Orchestrate Operations, Validations, and Approvals on Data Entities with Azure Purview Workflows
Recently, Microsoft announced the preview of Azure Purview Workflows, allowing customers to orchestrate then create, update and delete operations, validation, and approval of data entities using repeatable business processes. These workflows are currently in preview.
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Microsoft Announces the General Availability of Azure Purview
Recently Microsoft announced the general availability (GA) of Azure Purview, its data governance solution in the cloud. It provides customers with a unified data governance solution for on-premises, cloud, and app-based systems. The GA release is a follow-up from its public preview release almost a year ago.
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MLOps: Continuous Delivery of Machine Learning Systems
Developing, deploying, and keeping machine learning models productive is a complex and iterative process with many challenges. MLOps means combining the development of ML models and especially ML systems with the operation of those systems. To make MLOps work, we need to balance iterative and exploratory components from data science with more linear software engineering components.
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AWS Announces Lower Cost Storage Classes for Amazon Elastic File System
Recently AWS announced the new Amazon Elastic File System (Amazon EFS) One Zone storage classes, which deliver the same features and benefits as the existing Amazon EFS storage classes yet reduce storage costs by 47%. With One Zone storage classes, customers can redundantly store data within a single Availability Zone (AZ).
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Microsoft Launches New Data Governance Service Azure Purview in Public Preview
Recently Microsoft announced a new data governance solution in public preview on its cloud platform called Azure Purview. This new service automates the discovery of data and cataloging while minimizing compliance risk and helps customers map all their data, no matter where it resides, to provide an end-to-end view of their data estate.
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The Distributed Data Mesh as a Solution to Centralized Data Monoliths
Instead of building large, centralized data platforms, corporations and data architects should create distributed data meshes.
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DataOps and Operations-Centric Data Architecture
Eric Estabrooks from DataKitchen spoke at this year's Data Architecture Summit 2019 Conference about how DevOps tasks should be managed for data architecture. DataOps is a collaborative data management practice and is emerging as an area of interest in the industry.
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SAP and Microsoft Extend Partnership, Introducing New HANA VMs, Identity and Blockchain Integration
In a recent blog post, Microsoft announced its expanded partnership with SAP, following up on the announcements made at the SAP SAPPHIRE NOW event. This announcement includes new investments in larger Mv2 Series SAP Virtual Machines that include up to 12 TB of memory for SAP HANA, improved SAP HANA infrastructure monitoring using Azure Monitor and co-innovation in the area of data governance.
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Bringing Intelligence to Enterprise Content Management, Google Releases Document Understanding AI
At the recent Google Cloud Next Conference, Google announced a new beta machine learning service, called Document Understanding AI. The service targets Enterprise Content Management (ECM) workloads by allowing customers to organize, classify and extract key value pairs from unstructured content, in the enterprise, using Artificial Intelligence (AI) and Machine Learning (ML).