Five Minute Briefing - Information Management
May 11, 2021
Five Minute Briefing - Information Management: May 11, 2021. A concise weekly report with key product news, market research and insight for data management professionals and IT executives.
At Data Summit Connect 2021, Paul Nelson, managing director, search and analytics group, Accenture, asked whether (and how) neural networks have become smarter than humans are during his presentation, "How Neural Networks Became Smarter."
Fully automatic removal of private information to enable data sharing and aggregation, while protecting users' privacy is essential in today's privacy-conscious world. To be effective, AI training requires access to large datasets. Thus, one of the biggest challenges is the seemingly unavoidable trade-off between user privacy and the ability to share and aggregate data. At Data Summit Connect 2021 Julia Komissarchik, CEO and founder, Glendor, discussed how it is possible to do both fully automatically during her presentation, "Ensuring Data Privacy."
The data management world is not standing still; it is constantly evolving as new technologies and new requirements emerge. At Data Summit Connect 2021, Inessa Gerber, director of product management, Denodo, and Ruben Ugarte, data strategist, Practico Analytics discussed data virtualization, the logical data fabric, and how they both mix during their presentation, "Modernizing Data Management with Logical Data Fabric".
Today, most data and analytic leaders recognize that DataOps provides the foundation for analytics excellence. From his perspective leading DataOps transformations at enterprise organizations, Chris Bergh, DataKitchen's head chef and CEO, shared steps for success in an enterprise DataOps journey at Data Summit Connect 2021.
Many research reports on data usage echo the same message: Around 85% of analytics, big data, and AI projects will fail, despite massive investments of money. At Data Summit Connect 2021, Brian O'Neill, founder and principal, Designing for Analytics, explored why customers and employees are not engaging with data products and services and suggested that this is because, often, they weren't designed around user needs, wants, and behavior.
Migrating a large-scale Hadoop cluster to the cloud is challenging, especially when the cluster is very active and downtime during the migration is not an option. Tony Velcich, senior director, product marketing, WANdisco, and Ken Seier, chief architect, data and AI, Insight discussed the challenges involved in such a migration during their Data Summit Connect 2021 presentation, "Considerations for Large Scale Hadoop Data Migration to the Cloud."
Modern data platforms are built to serve a variety of purposes, from securing sensitive corporate data assets to answering the questions of technically unsophisticated users. At Data Summit Connect 2021, Emma McGrattan, SVP, Actian, outlined the key traits of a winning modern data architecture.
To maximize the value of their data, organizations are building large data teams with both supply-side functions that provide analytics-ready data from across the enterprise, and demand-side teams that analyze, transform, model, and commercialize data.
At Data Summit Connect 2021, Joe W. Perez, senior systems analyst, North Carolina Department of Health & Human Services, kicked off the keynote session with a presentation on the value of making data available to users in forms that make it understandable and actionable, while Chuck Frisbie, field CTO, Sisense, delivered a keynote on data and analytics strategies.
PingCAP announced its fully managed Database as a Service, TiDB Cloud, is now available through Public Preview.TiDB is a MySQL compatible, open source, scalable, distributed SQL database that can handle both OLTP and OLAP workloads. With TiDB Cloud, customers can now easily use TiDB on Amazon Web Services and Google Cloud to quickly build modern, mission critical applications, according to the vendor.
Graph-powered machine learning and analytics are enabling unprecedented benefits, Victor Lee, head of product strategy and developer relations at TigerGraph, who cited Gartner's statement that "Graph analysis is possibly the single most effective competitive differentiator for organizations pursuing data-driven operations and decisions after the design of data capture." At Data Summit Connect 2021, Lee drilled down on what graph technology can offer organizations and why they should be using them now.
The modern data warehouse needs to support advanced analytics on multiple types of data from semi-structured to streaming. Driving BI dashboards is still at the heart of a data warehouse, but even those now demand data be current. Old-school batch ETL won't cut it. Paige Roberts, open source relations manager, Vertica, explained why and how our old definitions no longer apply, along with what changed and what drove those changes during her Data Summit Connect 2021 presentation, "Your Definition of a Data Warehouse Is Probably Wrong."