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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. Cloud storage.
It arrives alongside the announcement of SAP’s Open Reference Architecture project as part of the EU’s IPCEI-CIS initiative. It’s an open secret that even proprietary software contains opensource components these days, and major vendors are, to varying extents, supporting or participating in opensource projects.
They wanted to make it easier by building an opensource platform to exchange and collaborate on these files. The companies that dominate this space have existed for many years, and Stefanescu said they have had little motivation to innovate around file-sharing or opensource.
million in funding to fuel the mission, as well as to support the continued growth of the open-source Conductor community. The space is now at an inflection point and organizations are moving to a microservices architecture,” George said in an interview.
That’s why we developed this white paper to give you insights into four key open-source technologies – Apache Cassandra®, Apache Kafka®, Apache Spark™, and OpenSearch® – and how to leverage them for lasting success.
Tyk (pronounced like “tyke”, meaning small/lively child) got its start as an opensource side project first for co-founder Martin Buhr, who is now the company’s CEO, while he was working elsewhere, as a “load testing thing,” in his words. “So I built my own,” he said.
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).
Merchants building businesses on giant marketplaces often have to think inside the marketplace’s box, but Medusa , a one-year-old e-commerce startup from Denmark, is going after e-commerce platforms, like Shopify and WooCommerce, with its opensource alternative aimed at the JavaScript developer community.
It is an open-source framework designed to streamline the development of multi-agent systems while offering precise control over agent behavior and orchestration. Native Multi-Agent Architecture: Build scalable applications by composing specialized agents in a hierarchy.
Apache Cassandra is an open-source distributed database that boasts an architecture that delivers high scalability, near 100% availability, and powerful read-and-write performance required for many data-heavy use cases.
To keep up, IT must be able to rapidly design and deliver application architectures that not only meet the business needs of the company but also meet data recovery and compliance mandates. The open-source Kubernetes platform automates container deployment, scaling, and management, but it’s a complex environment.
Heartex, a startup that bills itself as an “opensource” platform for data labeling, today announced that it landed $25 million in a Series A funding round led by Redpoint Ventures. When asked, Heartex says that it doesn’t collect any customer data and opensources the core of its labeling platform for inspection.
” The company’s roots are in opensource, and it still runs a popular opensource version of the software (the community for which has 19,000 members, it says) that helped it gain its initial popularity and traction in the market.
Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. In this post, we discuss how you can build an AI-powered document processing platform with opensource NER and LLMs on SageMaker.
Choosing software to bake into your architecture is a long-term decision and it is important to understand all the implications of your choice. Learn three key areas that should be considered when evaluating a particular opensource project.
Smaller code bases are easier to understand, and with clearly separated services the overall architecture is much “cleaner”. Rather than asking what specialized framework you need to build a new microservices architecture, let’s ask how we can use current frameworks to support the same goal.
InnerSource can be defined as the application of open-source software development principles within an organization’s internal software development processes. It draws on the valuable lessons learned from open-source projects and adapts them to the context of how companies create software internally.
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).
The rise of streaming architectures — frameworks of software components built to ingest and process large volumes of data from multiple sources — is driving the demand for better reliability and performance. Engineering teams often encode data to improve app performance by using what are known as “message envelopes.”
In this white paper, discover the key use cases that make Cassandra® such a compelling opensource software – and learn the important pitfalls to avoid. There’s a good reason why Apache Cassandra® is quickly becoming the NoSQL database of choice for organizations of all stripes.
You pull an open-source large language model (LLM) to train on your corporate data so that the marketing team can build better assets, and the customer service team can provide customer-facing chatbots. Planned innovations: Disaggregated storage architecture. Imagine that you’re a data engineer.
Which are not longer an architectural fit? However, it is possible to run the database and application on an opensource operating system and commodity hardware. This is the process I use: Build an inventory of existing systems: Scan, survey, search for, and document what is in your technology portfolio. Which are obsolete?
Not my original quote, but a cardinal sin of cloud-native data architecture is copying data from one location to another. The field of data observability has experienced substantial growth recently, offering numerous commercial tools on the market or the option to build a DIY solution using open-source components.
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 prior day, Snowflake – still dealing with the aftermath of last week’s data breach – announced Polaris Catalog, a vendor-neutral, open catalog for Apache Iceberg. The company also announced at its annual user conference that Polaris Catalog will be opensourced in the next 90 days. How Open is Your OpenSource?
Migrating to an open-source stack is a better solution as it gives you control over telemetry data and reduces observability costs, despite challenges with existing service provider commitments.
Microservices have become a popular architectural style for building scalable and modular applications. ServiceBricks aims to simplify this by allowing you to quickly generate fully functional, open-source microservices based on a simple prompt using artificial intelligence and source code generation.
The inner transformer architecture comprises a bunch of neural networks in the form of an encoder and a decoder. It is an open-source model that offers extensive fine-tuning capabilities using reinforcement learning (based on human response). USE CASES: To develop custom AI workflow and transformer architecture-based AI agents.
Open-source business intelligence company Metabase announced Thursday a $30 million Series B round led by Insight Partners. Increasingly, opensource is the way software and information wants to be consumed, especially for the person that just wants to pull the data themselves, he added.
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.
Model Context Protocol Developed by Anthropic as an open protocol, MCP provides a standardized way to connect AI models to virtually any data source or tool. Through this architecture, MCP enables users to build more powerful, context-aware AI agents that can seamlessly access the information and tools they need.
Strapi , an opensource content management system (CMS), today announced that it raised $31 million in Series B funding led by CRV with participation from Flex Capital, Index Ventures, and angel investors including former GitHub CEO Nat Friedman. Burgy, Georget, and Laurie published Strapi on GitHub in 2015. This is changing.”
Instead, they leverage opensource models fine-tuned with their custom data, which can often be run on a very small number of GPUs. Ultimately, this affords a flexible AI infrastructure that can be embraced without fear of lock-in either from proprietary applications or the existence of proprietary hardware architectures.
Temporal , an opensource microservices orchestration platform used by companies, including Netflix, Snap and Comcast, has raised $75 million from a slew of high-profile investors including Sequoia Capital and Greenoaks. The duo left Uber four years ago to launch Temporal, an opensource project based on a fork of Cadence.
The challenge is that these architectures are convoluted, requiring multiple models, advanced RAG [retrieval augmented generation] stacks, advanced data architectures, and specialized expertise.” The company isn’t building its own discrete AI models but is instead harnessing the power of these open-source AIs.
Elsewhere in the MITRE ATT&CK framework, we'll encounter GenAI-powered operations capable of accelerating reconnaissance by automating open-source intelligence (OSINT), aiding initial access through hyperpersonalized phishing and smishing communications, and automating the identification of sensitive information and assets.
Fungible sold DPUs that relied on two operating systems, one opensource and the other proprietary, and a microprocessor architecture called MIPS to control flash storage volumes. But its DPU architecture was difficult to develop for, reportedly, which might’ve affected its momentum.
CodeT5 CodeT5, developed by Salesforce, is an open-source AI model designed for code understanding and generation tasks. It leverages a transformer-based architecture similar to that of GPT-3. OpenSource : Being open-source, it is freely available for use and customization.
In today’s digital landscape, businesses increasingly use cloud architecture to drive innovation, scalability, and efficiency. Hire Google Cloud devs Characteristics of Cloud-Native Architecture Cloud-native approach is characterized by multiple essential traits that enhance applications’ scalability, efficiency, and adaptability.
Were excited to announce the opensource release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. I also want to add a tool for the chatbot to call our internal API.
Matt Biilmann, Netlify CEO and co-founder, said that in the early days, they had to educate and convince people that the change in architecture that Netlify was trying to bring about was a real thing. “So that architectural shift is absolutely happening, and is only accelerating. Today, it’s a different story.
The product builds on the opensource project the startup released last year called OSS Port. The initial product was designed to help visualize code in opensource projects, and company co-founder and CEO Shanea Leven reports the community around the opensource project has grown to more than 10,000 members.
Digital tools are the lifeblood of todays enterprises, but the complexity of hybrid cloud architectures, involving thousands of containers, microservices and applications, frustratesoperational leaders trying to optimize business outcomes. Leveraging an efficient, high-performance data store.
But in many cases, the prospect of migrating to modern cloud native, opensource languages 1 seems even worse. Greater integration and scalability: This modular architecture distributes tasks across multiple agents working in parallel, so Code Harbor can perform more work in less time.
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