The LF Deep Learning Foundation has announced the availability of the first software from the Acumos AI Project. Dubbed "Athena," it supports open source innovation in AI, ML and DL. The goal is to make critical new technologies available to developers and data scientists everywhere. Launched earlier this year, Acumos is part of a Linux Foundation umbrella organization.

For all of the dazzle of its rapidly evolving software portfolio, which includes a self-monitoring and self-patching database that also configures itself, as well as numerous cloud applications, Oracle has begun showing its credibility as a hardware vendor. Hardware has commoditized and will not return to the prominence it had in the early days of the tech era.

Markets grow at the margins. This bit of sage advice was given to me at the start of my analyst career, and it has kept me in good nick for nearly two decades. Of course the focus has drifted over time but that's the point: The CRM market has evolved, and the job of an analyst is to make sense of the evolution. Oracle OpenWorld 2018 held in San Francisco this week is a laboratory for the margin.

When we write the history of the IT era, the big factor that has played an important but not well recognized role will be hardware -- specifically, the Oracle Exadata appliance that puts databases into memory. All of the cloud software starting with the autonomous database on view this week at OpenWorld would be vastly different if the database was still running primarily on disk drives.

Significant Q4 wins and earnings numbers reflect the strength of Oracle's resurgence as a cloud company. At its earnings call earlier this week, CEO Mark Hurd mentioned some big names -- including Johnson & Johnson, the Cleveland Clinic, Baylor University and AT&T -- that made significant commitments to Oracle in the quarter. For FY2018, total revenues were up 6 percent compared with fiscal 2017.

Although Oracle was one of the last major enterprise software vendors to move to the cloud, it has embraced the idea of creative destruction in breathtaking ways. With BYOL -- Bring Your Own License -- the company has inspired a movement of its traditional software customers to its infrastructure cloud. It continued the translation exercise with Oracle LaunchPad, a new online learning platform.

Suse has launched Suse Linux Enterprise 15, its latest flagship operating platform. SLE 15 bridges traditional infrastructure technologies with next-generation software-defined infrastructure, the company said. Suse Manager helps users meet management challenges created by technology advancements such as software-defined infrastructure, cloud computing and containers.

rate.io has introduced a commercial Machine Data Platform, along with a new version of its open source SQL database for the Internet of Things and machine data. The company also announced an US$11 M Series A funding round. The Machine Data Platform is Crate.io's first major commercial venture following last year's initial steps toward selling services around its free database.

News flash: Private cloud economics can offer more cost efficiency than public cloud pricing structures. Private, or on-premises, cloud solutions can be more cost-effective than public cloud options, according to a report by 451 Research and Canonical. That conclusion counters the notion that public cloud platforms traditionally are more cost-efficient than private infrastructures.

Red Hat has launched its Fuse 7 cloud-native integration solution and introduced Fuse Online, an alternative iPaaS. Red Hat Fuse is a lightweight modular and flexible integration platform with a new-style enterprise service bus to unlock information. It provides a single, unified platform across hybrid cloud environments for collaboration between integration experts, application developers and business users.

The U.S. government has modernized telecom and supporting IT twice within the last 20 years -- but not without controversy, delays and costly project management. A third modernization currently is under way, under the direction of the federal GSA. The potential value of contracts issued to vendors under the Enterprise Infrastructure Solutions program is $50 billion over 15 years.

Oracle's most recent financial report reveals some hints about its future. Oracle has posted some very impressive numbers as its cloud computing products and services have taken off, and the recent Q2 reporting is a fine reference point. From the company's Q2 announcement: Cloud SaaS revenues were up 55 percent; PaaS plus IaaS revenues were up 21 percent; total cloud revenues were up 44 percent.

Microsoft has launched a raft of new Kubernetes-related projects, demonstrating its growing commitment to the technology. Among them are a new version of its experimental Azure Container Instances for Kubernetes, the Virtual Kubelet. Microsoft also entered a collaboration with Heptio on a new disaster recovery solution. The Virtual Kubelet builds on Microsoft's earlier ACI announcement.

CoreOS on Tuesday announced the release of Tectonic 1.8, a Kubernetes container management platform. Tectonic enables enterprises to deploy key automation infrastructure components that function like managed cloud services without cloud vendor lock-in. The CoreOS Open Cloud Services Catalog offers an alternative to cloud vendors' proprietary services and APIs.

IBM has announced IBM Cloud Private, a software platform that allows enterprise customers to run applications and store critical data in an on-premises, private cloud environment. The new service employs a Kubernetes-based container architecture that supports both Docker containers and Cloud Foundry. IBM also introduced new container-optimized versions of core enterprise software.

The Cloud Foundry Foundation has launched Container Runtime as the default deployment and management platform for containers using Kubernetes and BOSH. The foundation announced Container Runtime at its annual European user conference. Cloud Foundry is an open source Platform as a Service offering used for building and managing applications in the cloud or in data centers.

Red Hat on Tuesday announced the launch of Red Hat Enterprise Linux for SAP Solutions, a new platform that combines two existing systems for analytics and data management into a single offering. The new platform combines the existing Red Hat Enterprise Linux for SAP Applications and Red Hat Enterprise Linux for SAP HANA into a single, consolidated platform.

Microsoft on Monday announced the general availability of SQL Server 2017, now with support for Linux, at its Ignite conference in Orlando. The company first announced its plans for the newest iteration of its database software a year and a half ago. This is the first version of SQL Server to run on Windows Server, Linux and Docker, noted Scott Guthrie, EVP, cloud and enterprise, at Microsoft.

Microsoft on Friday announced completion of the Marea undersea cable, which stretches 4,400 miles between Virginia Beach, Virginia, and Bilbao, Spain. A joint project of Microsoft, Facebook and global telecommunication infrastructure company Telxius, the cable lies more than 17,000 feet below the ocean's surface. It is the first cable to link Virginia and Spain.

Oracle showed some very good numbers in its latest earnings report. As it begins its second year of aggressive cloud promotion, the company overall is showing significant year-over-year improvements, thanks to its turn to cloud infrastructure, applications and platforms. Yet when read right, the numbers announce the end of the beginning of the end as much as they announce the end of the beginning.

IBM has launched LinuxOne Emperor II, the second generation of its open source mainframe computer system. The new model has a layer of security and privacy not seen in a Linux-based platform before, the company said. "We saw in our success stories for Emperor that security was a recurring theme attracting new customers to the platform," noted Mark Figley, director of LinuxOne Offerings at IBM.

Federal agencies have begun using an emerging information technology tool to manage the huge amount of data the United States government generates and stores. Federal IT managers recently have embraced the concept of convergence, which has been gaining traction in the private sector. Agencies also have indicated that the approach may be useful for other federal IT applications.

Linux is now the dominant operating system on Amazon's AWS cloud service and is growing rapidly on Microsoft's Azure platform this year, according to a report on public cloud adoption trends Sumo Logic released on Tuesday. The company's second annual State of Modern Apps report reveals usage trends on AWS, Azure and Google clouds, and how they impact the use of modern apps in the enterprise.

Oracle will announce its Q1 revenue and profit numbers after market close on Wednesday. There's more than a little excitement about what might be revealed, specifically if the company can continue its rise, thanks to its cloud products. The anticipated answer is yes, but there's potential for a surprise. The company so far has been posting great numbers for its cloud products.

The enterprise SaaS market grew 31 percent year over year, totaling almost $15 billion in revenue in Q2 2017, according to Synergy Research. Collaboration was the highest growth segment. Microsoft is the clear leader in overall enterprise SaaS revenues, having overtaken Salesforce a year ago. Microsoft's acquisition last year of LinkedIn gave its SaaS operations a significant boost.

Microsoft and Red Hat this week expanded their nearly 2-year-old alliance to bridge the gap between Windows and open source computing with the launch of several new initiatives to help enterprise customers more easily adopt container solutions. The announcement bolsters an alliance that began in 2015, when Microsoft began offering Red Hat Enterprise Linux as the preferred choice for enterprise Linux workloads on Microsoft Azure.

Oracle earlier this week announced the availability of its Exadata platform on its next-generation cloud infrastructure, which essentially means the company is providing Exadata as a Service. The Oracle Cloud infrastructure is a comprehensive set of integrated, subscription-based services that let businesses run any workload in an enterprise-grade cloud managed by Oracle.

CoreOS on Thursday announced the general availability of the Kubernetes container management Tectonic platform on Microsoft's Azure cloud. The Tectonic platform enables enterprises to run Kubernetes on a single platform across various cloud and bare metal environments. Prior to this release, the Tectonic platform was available on Amazon Web Services and bare metal servers.

Federal agencies already under the gun to modernize their information technology capabilities have a new set of standards to meet as a result of an executive order President Donald Trump issued this spring. The directive not only will affect agency managers in their IT operations and acquisition activities, but also will have a significant effect on IT vendors.

You're probably tired of reading that the Internet of Things is the hottest thing going, and that IoT is a boon to technology and, simultaneously, a potential disaster for security and privacy. However, over the past few years, another IoT-related technology has been growing: vehicle to vehicle. V2V is a way for automobiles to communicate directly with other vehicles on the road.