Artificial Intelligence Articles
The one-size-fits-all RDBMS has given way to an explosion of diverse data management technologies. In a session titled "Next-Generation Databases" at Data Summit Connect 2021, Guy Harrison looked at the history of data management from the mainframe through Hadoop to blockchain and considered the utility of new database technologies for leveraging data assets, and speculated on how these will evolve to meet tomorrow's data needs.
Posted May 12, 2021
Machine learning (ML) is today's big buzzword, but most organizations struggle with turning ML into business value. Everyone wants it, but very few can cost-effectively turn it into reality. Lynda Partner, a self-described "data addict" and SVP of analytics and offerings, Pythian explored how to accelerate getting to value with machine learning during her Data Summit Connect 2021 presentation, "Machine Learning: Making It Real, Making It Profitable."
Posted May 12, 2021
What exactly is MLOps, and why does it matter for the business? At Data Summit Connect 2021, Skander Hannachi, AI/ML specialist at Google Cloud, provided an overview of MLOps, how it is used, and why business stakeholders should care.
Posted May 12, 2021
Grant Fritchey, DevOps advocate, Redgate Software, believes that DevOps is all about a cultural change to how you manage your IT resources. The biggest challenge when implementing DevOps is learning all the necessary tooling in support of automation. During his Data Summit Connect 2021 presentation, "Automating AWS Database Deployments," he showed the tools and mechanisms needed to get databases deployed through AWS, with additional steps and tools within AWS to expand the complexity and functionality of the database deployment process.
Posted May 12, 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.
Posted May 11, 2021
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.
Posted May 11, 2021
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".
Posted May 11, 2021
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.
Posted May 11, 2021
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."
Posted May 11, 2021
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."
Posted May 11, 2021
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.
Posted May 11, 2021
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."
Posted May 11, 2021
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."
Posted May 11, 2021
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.
Posted May 11, 2021
Altair, a global technology company providing solutions in simulation, high-performance computing (HPC), and artificial intelligence (AI), is introducing a host of new features and functionality in Altair One, a fully integrated platform that brings together the company's entire product suite and HPC capabilities. Altair One offers the ability to provision turnkey, scalable appliance clusters across all major cloud providers, including Amazon AWS, Microsoft Azure, Oracle Cloud Infrastructure, and Google Cloud Platform, in just a few mouse clicks.
Posted May 10, 2021
Cloud adoption in the enterprise continues to accelerate as more and more businesses seek opportunities to reduce costs, increase efficiencies and improve agility. Right now, close to three quarters of DBTA subscribers are planning digital transformation projects focused on cloud solutions.
Posted May 07, 2021
IBM recently announced a breakthrough in semiconductor design and process with the development of the world's first chip with 2 nanometer (nm) nanosheet technology. Semiconductors play critical roles in everything from computing, to appliances, to communication devices, transportation systems, and critical infrastructure. IBM says the new 2 nm chip technology helps advance the state-of-the-art in the semiconductor industry, addressing growing demand for increased chip performance and energy efficiency.
Posted May 07, 2021
dotData, a pioneer in AI automation and operationalization for the enterprise, is releasing dotData Py Lite, a new containerized AI automation solution to enable data scientists to execute quick POCs and deploy dotData on their desktop.
Posted May 07, 2021
The full potential for companies that digitally transform is predicted to be $100 trillion by 2025. This astonishing value would be reached through the combination of digital technologies—mobile, cloud, AI, sensors, and analytics, among others. These are accelerating progress exponentially, said the World Economic Forum, but this growth can be realized only if there is collaboration between business, policymakers, and non-governmental organizations.
Posted May 05, 2021
StorageOS, a leader in cloud native storage management, is releasing Version 2.4 of its persistent container storage platform, delivering a range of powerful enhancements. Key features of StorageOS V2.4 include the provision of Encryption at Rest, a capability designed for organizations that are dependent on encrypted data as a requirement for Kubernetes workloads using persistent storage.
Posted May 04, 2021
IBM announced first-quarter 2021 earnings results. The company announced GAAP EPS from continuing operations of $1.06, Operating (non-GAAP) EPS of $1.77, and revenue of $17.7 billion. Systems (including Systems Hardware and Operating Systems Software) had revenues of $1.4 billion, up 4.3% (up 2.2% adjusting for currency), led by IBM Z.
Posted May 03, 2021
Today's data environments are becoming more flexible and portable than their more rigid, siloed predecessors, thanks to emerging approaches. Strategies that are the building blocks of portability, adaptability, and rapid delivery—containers, microservices, DevOps, and DataOps—are transforming the way data is managed.
Posted April 29, 2021
TigerGraph, provider of a graph analytics platform, announced that the company has now attained broad support across all cloud providers, becoming accessible with Amazon AWS, Microsoft Azure, and now, GCP. Additionally, the company is offering new connectors for Snowflake and Tableau, meaning users can access relationship analytics directly from their Snowflake and Tableau dashboards.
Posted April 29, 2021
Kyligence, originator of Apache Kylin and a leader in intelligent data analytics, announced the company has closed $70 million in Series D funding to continue powering its global expansion and rapid customer adoption. With this investment, Kyligence will keep fueling its rapid growth in research and development of its products to support innovative cloud-native and machine learning advances.
Posted April 29, 2021
Dataiku, a provider of leading AI and machine learning platforms, announced a new investment from Snowflake Ventures, the venture arm of Snowflake, further deepening the companies' partnership. Together, Dataiku and Snowflake deliver enterprise-ready AI capabilities that enable customers to easily and quickly build, deploy, and monitor all types of data science projects, including machine learning and deep learning, according to the vendors.
Posted April 29, 2021
It's time to cast your vote for the annual Database Trends and Applications Readers' Choice Awards, a competition in which the winning information management solutions, products, and services are selected by you, our readers.
Posted April 29, 2021
Innovative enterprise tech startups are emerging to tackle both new and longstanding challenges and problems in ways never thought possible. Many of these companies have fresh approaches to accelerate digital transformation, expand AI and analytics initiatives, streamline DevOps, improve data observability, and more. Here are 16 startups DBTA thinks are worth watching in 2021.
Posted April 29, 2021
Qlik is expanding its relationship with Amazon Web Services (AWS) by launching a collaborative solution that will help enterprises drive more value from SAP data with cloud analytics. Customers can now seamlessly and easily leverage Qlik Data Integration to deliver real-time, analytics-ready data from their SAP systems into AWS, accelerating and enabling cloud data warehousing, data lakes, and machine learning initiatives.
Posted April 28, 2021
IBM and SAP continue to assist companies through their digital transformations, upping their commitment to clients more than ever during the COVID-19 pandemic. SAP and IBM look to continue to co-create and enhance solutions as businesses operate in this new normal, complementing their collaboration on cloud and RISE with SAP.
Posted April 28, 2021
From machine learning and automation to hybrid and multi-cloud environments, technology trends continue to reshape the practice of database management. As a result, database professionals face new challenges and opportunities. Today, the average database team is tasked with managing more databases, bigger databases, and a greater variety of databases—from the ground to the cloud.
Posted April 27, 2021
Zadara, a leader in edge cloud services, is launching its Federated Edge program, introducing a new, fully managed, distributed cloud architecture that unlocks new use cases and revenue models. Federated Edge is a consortium of MSPs, powered by Zadara's Edge Cloud Services, including zCompute and zStorage.
Posted April 23, 2021
RapidAPI, a next-generation API platform that enables developers and enterprises to manage thousands of APIs, has raised $60 million in its Series C funding round, enabling the company to support an influx of new developers to its platform. The funds will be used to support the onboarding of leading API providers to the public marketplace and the expansion of the API platform, including RapidAPI's Enterprise Hub to serve the rapidly-growing enterprise customer base.
Posted April 22, 2021
Storage cloud company Backblaze, and Jamf (JAMF)—the standard in Apple enterprise management—is entering a joint solution partnership to make Backblaze backup and data protection services available with ease in the Jamf admin ecosystem. Paired with the announcement from Backblaze of updates to Mass Deployment tools to streamline commands for installs and updates of its backup app, these improvements offer a step change in ease for IT Administrators tasked with safeguarding computers, servers, NAS, or Veeam data.
Posted April 22, 2021
In an era of rapid digital transformation, companies that fail to effectively manage and leverage their data assets will find themselves falling behind. Speed, scalability and flexibility are critical tenets of modern data strategies and require technologies and processes that are responsive to the business.
Posted April 21, 2021
The cloud is changing the way businesses use data and at the same time, the way we use data is changing the cloud. Organizations are adopting multiple cloud data platforms to maximize data's value, but in doing so are often increasing complexity for data engineering and DataOps teams that may stifle the very reason for investing in those platforms.
Posted April 20, 2021
Redis Labs is sharing its view of the future of Redis as a real-time data platform, transforming the way applications are built, deployed, and run to allow companies to reimagine the digital experiences they deliver to their customers
Posted April 20, 2021
BMC, a provider of software solutions for the Autonomous Digital Enterprise, is introducing several new offerings and integrations within the BMC Automated Mainframe Intelligence (AMI) and BMC Compuware portfolios.
Posted April 19, 2021
SambaNova Systems, the company building the industry's most advanced software to run AI applications, is receiving $676 million in Series D funding, empowering the company to use its latest injection to aggressively challenge legacy competitors.
Posted April 16, 2021
Tecton, the enterprise feature store company and primary contributor to Feast, is releasing Feast 0.10, the first feature store that can be deployed locally without dedicated infrastructure. The new release makes it possible for data scientists to reap the benefits of a functionally complete feature store with no infrastructure overhead or maintenance.
Posted April 16, 2021
Alluxio, the developer of open source cloud data orchestration software, is releasing version 2.5 of its Data Orchestration Platform featuring access via POSIX and S3 interfaces, enabling data platform teams to accelerate data pipelines for both business intelligence and model training.
Posted April 15, 2021
Data is a critical company asset that has continued to grow exponentially for over a decade. However, to create game-changing business value, data not only needs to be analyzed, but it needs to be utilized.
Posted April 15, 2021
As IoT devices and applications continue to proliferate, the centralized, cloud-based model used by many enterprises is taking a back seat in favor of moving data and processes closer to the edge to increase their flexibility, agility, and accessibility. With more and more organizations adopting real-time capabilities and 5G networks on the rise, 2021 is poised to be a banner year for digital transformation opportunities. However, challenges remain, from the well-tread issues of speed and scalability, to data security and governance.
Posted April 14, 2021
Quantum Computing Inc. (QCI) today announced that QCI's Qatalyst constrained optimization is now available as a Software as a Service (SaaS) on Amazon Web Services, Inc. (AWS), for both classical and quantum computers. The SaaS service eliminates the need for complex quantum programming. It empowers subject matter experts (SMEs) to submit their complex optimization problems to Qatalyst, which leverages the power of quantum-ready computational software on classical processors to provide solutions.
Posted April 14, 2021
Digitate, an autonomous enterprise software provider, is releasing ignio AIOps for Azure in the Microsoft Azure Marketplace, enabling customers to drive their digital transformation on cloud with Azure. ignio AIOps for Azure offers more efficiency and observability to Azure cloud, making it a necessity for managing activity and overall productivity, according to the vendor.
Posted April 12, 2021
In the future, 2021 may be viewed as a sharp turning point when companies recovered from the dramatic changes of 2020 and moved from surviving to thriving. Recently, John O'Brien, CEO and principal advisor, Radiant Advisors, spoke with BDQ about the challenges and opportunities for organizations as they emerge from the seismic shifts of the past year.
Posted April 09, 2021