Artificial Intelligence

Artificial Intelligence Articles

As the world becomes increasingly data-driven, AI/ML algorithms are being incorporated in most business applications. Historically, data in AI architectures was moved to a central location to perform both model training and inference. This centralized approach is becoming untenable due to cost, performance, and privacy reasons.

Posted May 18, 2022

As sensor technology becomes more affordable, companies of all sizes will have the ability to embrace IoT strategies to build innovative products and services and establish new revenue streams. Yet, as with any promising technology, challenges remain. At Data Summit 2022, Paul Scott-Murphy, CTO, WANdisco discussed "Solving the IoT Data Management Puzzle With Gateways to the Cloud."

Posted May 18, 2022

Wednesday's Data Summit 2022 keynotes opened with Laura Sebastian-Coleman, data quality director, Prudential Financial, who discussed "Data Quality Deniers & What We Learn From Them." One of the biggest organizational obstacles to data quality management is basic pessimism about the possibility of managing the quality of data. This is due to lack of clarity—the goals and processes for data quality management have not been defined or have not been understood—and disbelief that the quality of data could be subject to control.

Posted May 18, 2022

Infobip, a global cloud communications company and current member of Oracle PartnerNetwork (OPN), announced that it will enable Oracle Advertising and Customer Experience (CX) customers to orchestrate powerful consumer interactions using Oracle Digital Assistant. The Oracle Digital Assistant has integrated Infobip's WhatsApp solution, so businesses can manage incoming and outgoing messages, send rich media, and input location.

Posted May 18, 2022

To turn data into insights and leverage the wealth of information that they are collecting, organizations need to ensure that their data is up-to-date and trustworthy. There is no magic answer. It's a combination of technology and processes. Kevin Campbell, CEO of Syniti, and Phil Fersht, CEO and chief analyst at HFS Research, discussed data value research conducted with Global 2000 C-level executives during their Data Summit 2022 presentation, "Every Problem Is a Data Problem: How Bad Data Is Killing Your Business."

Posted May 17, 2022

"Every company is a data company," Keith Alsheimer, head of marketing, Unravel Data during his Data Summit 2022 presentation. Alsheimer and Chris Santiago, VP solutions engineering, Unravel Data, discussed DataOps and how it can solve big data problems during the presentation. The annual Data Summit conference returned in-person to Boston, May 17-18, 2022, with pre-conference workshops on May 16.

Posted May 17, 2022

There are so many new buzzwords lately, including the data lakehouse, data mesh, and data fabric, just to name a few. But what do all these terms mean, and how do they compare to a data warehouse? This presentation covers all of them in detail and explains the pros and cons of each, with suggested use cases so attendees can see what approach will really work best for their big data needs.

Posted May 17, 2022

Around 85% of analytics, big data, and AI projects will fail, despite massive investments of money. It's not new news, but it still reflects on how powerfully design affects speed, scale, and usage. At Data Summit 2022, Brian O'Neill, founder and principal, Designing for Analytics presented his session, "Technically Right, Effectively Wrong: How to Avoid Creating the ML or Analytics Application No Customer Wants to Use."

Posted May 17, 2022

Franz, a supplier of graph database technology for entity-event knowledge graph solutions, has announced AllegroGraph 7.3 with enhanced GraphQL query capabilities for distributed knowledge graphs and enterprise data fabrics. "Now when organizations need to integrate multiple systems from large legacy infrastructures and add new data to deliver a rich AI application—they can do so more quickly and easily using AllegroGraph and GraphQL APIs," said Jans Aasman, CEO of Franz.

Posted May 17, 2022

Machine learning is revolutionizing the process of complex decision-making by enabling the analysis of bigger, more complex datasets and the delivery of faster, more accurate results. At Data Summit 2022, Charna Parkey, VP of product, Kaskada presented "The Basics of Machine Learning" during her workshop session.

Posted May 16, 2022

At Data Summit 2022 in Boston, Jeff Jockisch, CEO, CIPP/US, PrivacyPlan and Data Collaboration Alliance, presented a workshop on what everyone needs to know now about data privacy and security. To stay on the road to data privacy compliance, there are 8 basic principles companies should follow.

Posted May 16, 2022

Knowledge graphs are a valuable tool that organizations can use to manage the vast amounts of data they collect, store, and analyze. At Data Summit 2022, Joseph Hilger, COO, Enterprise Knowledge LLC and Sara Nash, senior consultant, data and information management, Enterprise Knowledge, LLC presented an "Introduction to Knowledge Graphs" during their workshop session.

Posted May 16, 2022

The case for increased data automation is clear. "Data teams are spending significant amounts of time on service requests like infrastructure, user provisioning, and incident coordination and communication," said Tina Huang, CTO and founder of Transposit. "Teams today are often manually creating tickets, Slack channels, and Zoom meetings, plus communicating with stakeholders. Data teams must ensure internal customers using data have access to the data they need and real-time updates about interferences with that data." Other tasks ripe for automation include log parsing, correlation, permissions and access, and more.

Posted May 16, 2022

Talend, a global provider of data integration and management, is releasing the Spring ‘22 version of Talend Data Fabric, adding advanced capabilities to Talend Trust Score including aggregation and historical views into the health of any dataset. These new features will help businesses analyze combined data quality metrics to evaluate data trust at macro and micro levels, including across all datasets, groups of datasets, or individual datasets, according to the vendor.

Posted May 11, 2022

D2iQ, an enterprise Kubernetes provider for smart cloud-native applications, has introduced version 2.0 of Kaptain AI/ML, an enterprise-ready distribution of open source Kubeflow that enables organizations to develop, deploy, and run AI and machine learning (ML) workloads in production environments. 

Posted May 10, 2022

Domino Data Lab, provider of a leading enterprise MLOps platform is introducing Domino 5.2, continuing Domino's progress towards helping enterprises become model-driven.

Posted May 09, 2022

Galileo is emerging from stealth with a machine learning (ML) data intelligence platform for unstructured data that gives data scientists the ability to inspect, discover, and fix critical ML data errors fast across the entire ML lifecycle. The platform is currently in private beta with the Fortune 500 and startups across multiple industries.

Posted May 05, 2022

The volume, velocity and veracity of today's data deluge has put immense pressure on underlying data platforms and organizations' abilities to manage them effectively. And the pandemic has only exacerbated the problem. According to a 2021 survey, nearly half of digital architects are under high or extremely high pressure to deliver digital projects, but 61% blame legacy technology for making it difficult to complete modernization efforts. That said, databases of all types—SQL, NoSQL, or NewSQL—be they on-prem, cloud, hybrid, or edge, are struggling to navigate this new reality.

Posted May 04, 2022

The 9th annual Data Summit conference will be held May 17-18, 2022, at the Hyatt Regency Boston. Pre-conference workshops will take place on May 16, 2022. The program is available for review and a variety of pass options are available to suit individual requirements.

Posted May 04, 2022

Knowledge graphs are driving industry disruption and business transformation by bringing together previously disparate data, using connections for decision support, and adding context to AI applications. DBTA recently held a webinar with Dr. Maya Natarajan, senior director, knowledge graphs, Neo4j and Dr. Jesus Barrasa, senior director, sales engineering, Neo4j who discussed why knowledge graphs are on the rise, how they work, and what the most popular use cases are for enterprises.

Posted May 03, 2022

A product-led approach, the hot trend where you deliver your value proposition to customers primarily through your products, could be the next generation of everything-as-a-service (XaaS). Traditionally, most software companies have tended to be sales-led and, therefore, they spend a fair amount of money on mar­keting to fill their sales pipelines. Today, due to several technology trends such as the use of cloud as a delivery mechanism, new sales models have begun to emerge.

Posted May 02, 2022

Credo AI, the company behind a comprehensive and contextual governance solution for AI, is introducing its Responsible AI Platform, a SaaS-product that empowers organizations with tools to standardize and scale their approach to responsible AI. The Responsible AI platform helps companies operationalize responsible AI by providing context-driven AI risk and compliance assessment wherever they are in their AI journey, according to the vendor.

Posted April 29, 2022

Arcion is partnering with Databricks offer preconfigured, validated data replication for users of Databricks through that company's new Partner Connect program. Arcion's product enables faster, more agile analytics and AI/ML by empowering enterprises to integrate mission-critical transactional systems with their Databricks Lakehouse in real time, at scale, and with guaranteed transactional integrity, according to the vendor.

Posted April 28, 2022

Hewlett Packard Enterprise is unveiling HPE Swarm Learning, a breakthrough AI solution to accelerate insights at the edge, from diagnosing diseases to detecting credit card fraud, by sharing and unifying AI model learnings without compromising data privacy.

Posted April 28, 2022

Google unveiled a variety of new services and innovations that allow customers to work with limitless data, across all workloads, and extend access to everyone. These new enhancements were revealed during its Data Cloud Summit.

Posted April 28, 2022, the Data Automation Cloud, announced it has received $31 million in Series B funding, enabling the company to scale go-to-market efforts and expand into new geographies, as well as extend Ascend's Data Automation Cloud to support full multi-cloud data mesh automation.

Posted April 28, 2022

Each year, Data Summit features industry-leading experts covering the topics that matter most for data professionals who want to stay on top of the latest technologies and strategies. The conference program is now available for review, and a variety of pass options are being offered, including special pricing for attendees who register early.

Posted April 28, 2022 is unveiling the latest release of its industry-leading AI-Powered DevOps Platform, dubbed Ascension, empowering both private and public sector organizations to unify, secure, and generate predictive insights across the software lifecycle. The Ascension release further enables technology leaders to scale their distributed workforce and connect agile development at the portfolio, team, and individual levels.

Posted April 27, 2022

Cloudreach, an Atos company and multi-cloud services provider, is launching Sunstone, a breakthrough software platform designed to accelerate the modernization of in-cloud environments. Through the use of AI and machine learning technologies, Sunstone automates the continuous modernization of in-cloud applications to drive innovation, boost performance, increase security, and reduce costs, according to the vendor.

Posted April 26, 2022

At AWS Summit San Francisco, AWS announced that Amazon Aurora Serverless v2 is generally available for both Aurora PostgreSQL and MySQL. Aurora Serverless is an on-demand, auto-scaling configuration for Amazon Aurora that allows a database to scale capacity up or down based on your application's needs.

Posted April 21, 2022

Oracle has announced that Oracle MySQL HeatWave now supports in-database machine learning (ML) in addition to the previously available transaction processing and analytics. MySQL HeatWave ML fully automates the ML lifecycle and stores all trained models inside the MySQL database, eliminating the need to move data or the model to a machine learning tool or service. Eliminating ETL reduces application complexity, lowers cost, and improves security of both the data and the model. HeatWave ML is included with the MySQL HeatWave database cloud service in all 37 Oracle Cloud Infrastructure (OCI) regions.

Posted April 20, 2022

It's no secret that businesses have become more data-driven in recent years, with powerful big data analytics increasingly deliv­ering on the promise of adding business value. As a result, the quality and enrichment of data have become top priorities for business leaders on a global scale. In fact, according to a recent survey of chief data officers, 88% have started building auto­mation into their data management processes to help manage data quality.

Posted April 20, 2022

As organizations accelerate cloud adoption and build diverse data stacks to maximize the value of best-of-breed cloud platforms like Databricks and Snowflake, one often overlooked challenge is managing access and privacy controls as systems scale.

Posted April 19, 2022

Startups are always emerging to address challenges and leverage opportunities in innovative ways. The companies bring fresh approaches to accelerating digital transformation, expanding what's possible with analytics, breaking down silos, and more. Here are 15 startups DBTA thinks are worth watching in 2022.

Posted April 18, 2022

Digitate, a provider of autonomous enterprise software for IT and business operations, is offering new benefits, incentives, and program opportunities for its global partner ecosystem. The new Elevate Partner Program will enable partners to increase profitability and accelerate their growth with Digitate, as more organizations supercharge their digital transformation with AIOps.

Posted April 11, 2022

BMC has selected Oracle Exadata Cloud Service running on Oracle Cloud Infrastructure (OCI) to power its BMC Helix platform. "Our goal is to offer customers the choices they need to enable faster, more accurate, and more efficient ways of delivering service innovations across the globe," stated Margaret Lee, senior vice president and general manager, Digital Service and Operations Management, BMC.

Posted April 06, 2022

In the world of machine learning (ML), there are a few very important processes which are critical to anyone in the ML space. The first is making sure the data used in machine learning is clean. This topic gets talked about a lot so, while it is very important, let's skip this and move on to the next step. Assuming a clean and complete dataset already exists, the user then proceeds to start training models.

Posted April 01, 2022

IT executives are struggling to source skills that enable cloud and edge adoption, which has been the largest barrier to deploying cloud-based technologies. To help address the problem, Google announced in October that it will help more than 40 million people build cloud skills. With this pressing issue in mind, Rahul Pradhan, head of cloud products, engineering, Couchbase, recently reflected on the impact the skills shortage is having on DevOps teams, and how organizations can address this issue.

Posted March 31, 2022

MarkLogic has won part of the new $240 million Department of Defense (DoD) Joint Artificial Intelligence Center's (JAIC) Data Readiness AI Development contract. MarkLogic will work with JAIC to help identify appropriate AI use cases, develop capabilities, and scale data impact across the defense AI marketplace.

Posted March 29, 2022

It's time to 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, the readers. The voting period will be open through Wednesday, May 11. Winners will be showcased in a special section on the DBTA website and in the August 2022 issue of Database Trends and Applications magazine.

Posted March 28, 2022

Alluxio, the developer of the open source data orchestration platform for data driven workloads such as large-scale analytics and AI/ML, is now enabling the integration of NetApp StorageGRID with Alluxio's Data Orchestration Platform. The combined solution will help enterprises accelerate adoption of the cloud and optimize their resource spend for a modern data platform ready for enormous scale, according to the vendors.

Posted March 24, 2022

NetApp, a global, cloud-led, data-centric software company, is collaborating with Cisco to release with FlexPod XCS, the evolution of FlexPod providing one automated platform for modern applications, data and hybrid cloud services.

Posted March 24, 2022

Data center downtime and outages are undoubtedly costly—with 40% costing between $100,000 and $1 million each according to a 2020 Uptime Institute report. Ironically, data center management hasn't always been driven by much data. The good news is data center failures are largely avoidable. The bad news is most operators aren't employing the data center analytics solutions needed to proactively predict and prevent downtime. 

Posted March 11, 2022