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Data architecture definition Data architecture describes the structure of an organizations logical and physical data assets, and data management resources, according to The Open Group Architecture Framework (TOGAF). An organizations data architecture is the purview of data architects. Establish a common vocabulary.
In that report, we analyzed how the cloud-native ecosystem, driven by open-source software (OSS), has been powering architecture modernization across infrastructure and application development, enabling platform-driven innovation in the meantime across a spectrum of technology domains such as data […]
At the Open Networking & Edge Summit in London, which is co-located with the Kubecon conference, LF Networking detailed an ambitious strategic roadmap that emphasizes the convergence of opensource, artificial intelligence, and cloud-native technologies as the foundation for next-generation networking infrastructure.
After all, a low-risk annoyance in a key application can become a sizable boulder when the app requires modernization to support a digital transformation initiative. Accenture reports that the top three sources of technical debt are enterprise applications, AI, and enterprise architecture.
The open-source Wireshark network protocol analyzer has been a standard tool for networking professionals for decades. This approach mirrors how Wireshark uses libpcap for network packet capture, creating a familiar architectural pattern for networking professionals.
Interest in the open-source network operating system SONiC is rising as major networking vendors and start-ups look to offer resources to help enterprises give SONiC a try. The Linux-based NOS was created by Microsoft for its Azure data centers and then open-sourced by Microsoft in 2017. What is SONiC? Who created SONiC?
Over the last several years, NetBox has established itself as a widely used open-source tool for understanding and modeling networks. The Assurance solution leverages NetBox Labs agent-based discovery architecture, which differentiates it from traditional monolithic network discovery tools. NS1 was subsequently acquired by IBM.
Coming on the heels of its acquisition of Alfresco, which we blogged about here, just months ago, Hyland will soon be the home for the two most widely deployed opensource […]. The deal is expected to close in April or May.
To keep up, IT must be able to rapidly design and deliver applicationarchitectures that not only meet the business needs of the company but also meet data recovery and compliance mandates. It’s a tall order, because as technologies, business needs, and applications change, so must the environments where they are deployed.
The Open Infrastructure Foundation is out with the release of StarlingX 10.0, a significant update to the open-source distributed cloud platform designed for IoT, 5G, O-RAN and edge computing applications. OPA is an open-sourcepolicy engine used in Kubernetes deployments to define and write policy for containers.
The opensource world has seen high-profile projects with unusual terms. They call themselves “opensource” and “free for research and commercial use.” Whether a project is opensource does matter. It could be not-quite-closed source masquerading as truly open - it could be ajar source.
AGNTCY plans to define specifications and reference implementations for an architecture built on open-source code that tackles the requirements for sourcing, creating, scaling, and optimizing agentic workflows. Hypershield uses AI to dynamically refine security policies based on application identity and behavior.
Our vision is to be the platform of choice for running AI applications, says Puri. The system integrator has the Topaz AI platform, which includes a set of services and solutions to help enterprises build and deploy AI applications. The updated product also has enhanced security features, including LLM guardrails. I have no idea.
VMware Tanzu for MySQL: “The classic web application backend that optimizes transactional data handling for cloud native environments.” VMware Tanzu RabbitMQ: “Secure, real-time message queuing, routing, and streaming for distributed systems, supporting microservices and event-driven architectures.” Not at all.”
As AI gets built into every application and service, organizations will find themselves managing hundreds or thousands of discrete agents. For example, Microsoft has talked about how AI agents will impact application development. They dont just share information; they collaborate, reason, and take autonomous actions in real-time.
Jenga builder: Enterprise architects piece together both reusable and replaceable components and solutions enabling responsive (adaptable, resilient) architectures that accelerate time-to-market without disrupting other components or the architecture overall (e.g. compromising quality, structure, integrity, goals).
While its still possible to run applications on bare metal, that approach doesnt fully optimize hardware utilization. There are many different ways of doing virtualization in the cloud, and among the most common approaches is to use the open-source Kubernetes container orchestration system. Thats where virtualization comes in.
Replace on-prem VMs with public cloud infrastructure Theres an argument to be made for a strategy that reduces reliance on virtualized on-prem servers altogether by migrating applications to the public cloud. Those resources are probably better spent re-architecting applications to remove the need for virtual machines (VMs).
Which are not longer an architectural fit? For example, a legacy, expensive, and difficult-to-support system runs on proprietary hardware that runs a proprietary operating system, database, and application. The application leverages functionality in the database so it is difficult to decouple the application and database.
NetBox Labs this week made available a new product that will help network teams detect and remediate configuration drift across sophisticated network environments before costly service disruptions or unplanned downtime affect services or applications. NetBox Labs was founded in 2023 after being spun out of DNS platform provider NS1 in 2023.
Cisco and Nvidia have expanded their partnership to create their most advanced AI architecture package to date, designed to promote secure enterprise AI networking. Hypershield uses AI to dynamically refine security policies based on application identity and behavior.
More organizations than ever have adopted some sort of enterprise architecture framework, which provides important rules and structure that connect technology and the business. The results of this company’s enterprise architecture journey are detailed in IDC PeerScape: Practices for Enterprise Architecture Frameworks (September 2024).
Weve also seen the emergence of agentic AI, multi-modal AI, reasoning AI, and open-source AI projects that rival those of the biggest commercial vendors. Agents can be more loosely coupled than services, making these architectures more flexible, resilient and smart. Now, it will evolve again, says Malhotra.
The open-source eBPF (extended Berkeley Packet Filter) technology has become one of the most critical foundational elements of networking with Linux over the last decade. The open-source eBFP technology enables users to run code safely in the Linux kernel. At the eBPF Summit on Sept. At the eBPF Summit on Sept.
However, if you work with Office 365 and other Windows-based applications, Microsofts Azure is the better choice. In the product development scenario mentioned above, for example, a Windows application in Azure triggers a Lambda service in AWS that performs the desired calculations. This requires cross-platform technologies and tools.
The challenge is reminiscent of the 1990s when CIOs reigned in application silos by moving to ERP systems, and in the 2010s when CIOs had to contain mobile devices through BYOD policies. Todays challenge is perhaps far greater. You cant just move to a single vendor as in the ERP days or develop policies just for physical devices.
All industries and modern applications are undergoing rapid transformation powered by advances in accelerated computing, deep learning, and artificial intelligence. That’s why we’re introducing a new disaggregated architecture that will enable our customers to continue pushing the boundaries of performance and scale.
During his one hour forty minute-keynote, Thomas Kurian, CEO of Google Cloud showcased updates around most of the companys offerings, including new large language models (LLMs) , a new AI accelerator chip, new opensource frameworks around agents, and updates to its data analytics, databases, and productivity tools and services among others.
From NGA''s Press Release: NGA, DigitalGlobe application a boon to raster data storage, processing. MapReduce Geo, or MrGeo , is a geospatial toolkit designed to provide raster-based geospatial capabilities performable at scale by leveraging the power and functionality of cloud-based architecture. January 13, 2015. SPRINGFIELD, Va. —
NGINX Plus is F5’s application security suite that includes a software load balancer, content cache, web server, API gateway, and microservices proxy designed to protect distributed web and mobile applications.
Nokia is offering customers an alternative way to set up data center networks by expanding its data center fabric package to support the open-source Software for Open Networking in the Cloud ( SONiC ). Nokias SR Linux NOS supports a wide range of network protocols and features as well as third-party applications.
There are many statistics that link business success to application speed and responsiveness. The time that it takes for a database to receive a request, process the transaction, and return a response to an app can be a real detriment to an application’s success. By Aaron Ploetz, Developer Advocate. Real-time data around the world.
Chinese AI startup DeepSeek made a big splash last week when it unveiled an open-source version of its reasoning model, DeepSeek-R1, claiming performance superior to OpenAIs o1 generative pre-trained transformer (GPT). But Gartner researchers said the DeepSeek model doesnt represent a new model paradigm.
It is also a way to protect from extra-jurisdictional application of foreign laws. The AI Act establishes a classification system for AI systems based on their risk level, ranging from low-risk applications to high-risk AI systems used in critical areas such as healthcare, transportation, and law enforcement.
(Temporal Photo) Temporal , a Seattle startup that helps companies write and run cloud applications, raised $146 million. What Temporal does: Temporals open-source microservices orchestration platform replaces ad-hoc systems to help developers reduce time spent on scalability and reliability. . The company is now valued at $1.72
According to Nvidia, the open-source GPU kernel modules have helped deliver "equivalent or better" application performance compared to its proprietary kernels. Read Entire Article
By Prayson Pate Openness is one of the most-cited advantages of cloud-based applications, Software-Defined Networking (SDN) and Network Functions Virtualization (NFV). In this context, what does open really mean? A Milestone – OpenSource. One might argue that Linux is open but not standardized.
Five European operators as well as vendors Ericsson and Nokia have thrown their weight behind a new opensource networking project that aims to create a cloud software framework to “reduce the infrastructure fragmentation” in Europe. Deutsche Telekom, Orange, Telecom Italia, Telefonica and Vodafone are all backing.
Similarly, many organizations have built data architectures to remain competitive, but have instead ended up with a complex web of disparate systems which may be slowing them down. A real-time data architecture should be designed with a set of aligned data streams that flow easily throughout the data ecosystem. Aligning data.
As an IT leader, deciding what models and applications to run, as well as how and where, are critical decisions. No matter how much fine-tuning and RAG applications organizations add to the mix won’t make them comfortable with offloading their data. GenAI chat applications and copilots are perfect for this, too.
Expectations for AI continue to rise as we move the spotlight from AI application at scale to accelerating towards Artificial General Intelligence (AGI). The threshold for AI application is also gradually decreasing. Lastly, open-source AI models are simply becoming more competitive.
Containers are at the heart of so-called "cloud-native" applications and platforms -- the emerging term of art for apps born in or redesigned for container-centric technologies. But large, highly distributed collections of application components running in containers require coordination and orchestration.
To help such organisations navigate these waters, Red Hat Open Innovation Labs is designed to co-create with them. Labs provides a platform to experiment, iterate, and accelerate transformational initiatives by leveraging open-source technologies, fostering open leadership, and embracing a culture of innovation.
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