sambanova ai series softbank 5b wiggersventurebeat is a dataflow-as-a-service provider for big data applications. The company has a proven track record of delivering reliable and scalable dataflow solutions for cloud and on-premises deployments. The company’s product line includes a wide range of solutions for datascale, dataflow, and analytics. The company’s products are built on top of the Apache Hadoop ecosystem. It offers a variety of deployment options, including cloud, on-premises, and hybrid cloud. The company’s dataflow-as-a-service platforms can be purchased or leased, and include all the tools necessary to run a large-scale enterprise application.
DataScale
Touted as a world-class AI system, SambaNova’s DataScale delivers high-performance computing with a twist. It is a fully integrated hardware and software systems platform that enables organizations to train custom workloads without constrained by traditional hardware infrastructure. Powered by SambaNova’s Reconfigurable Dataflow Unit (RDU), DataScale provides native dataflow processing capabilities in order to meet the demands of AI applications. The system is suited for both AI and other applications requiring high performance computing.
SambaNova’s DataScale is a game changer in the AI space. It is built on a dataflow architecture and has a host of features that deliver world record performance in the AI and other application areas. Specifically, DataScale features an optimized algorithm that is capable of running complex models with high accuracy. It also has a high-speed fabric that connects RDUs for maximum system performance. The system’s RDUs are reconfigurable to match changing workloads and applications. Combined with SambaNova’s deep learning expertise, DataScale offers organizations the opportunity to advance AI initiatives.
With SambaNova’s DataScale, organizations are able to consolidate their AI sprawl and achieve world record performance with challenging models. The system also contains the most advanced AI technology and offers unprecedented efficiency across applications.
Dataflow-as-a-Service
Earlier this year, SambaNova Systems launched Dataflow-as-a-Service, a software-defined hardware platform that provides AI models for accelerating enterprise applications. The company’s product is a complete solution, including pre-trained models, an integrated full stack solution, and APIs. The service can be customized to fit a specific industry, and can be deployed on premise or in the cloud. Its main target market is enterprises, which often lack the resources required to support large AI systems.
The startup has raised $676 million in venture capital, valuing the company at $5.1 billion. SambaNova competes for enterprise business with companies such as Cerebras Systems and Nvidia. Its initial focus was to develop AI chips, but has since shifted to building machine learning services. Its AI models are able to recognize defects in images, such as color differences and missing pixels, and can be trained to deliver higher image fidelity.
Conclusion
The company says that its product, which is available on the cloud or on-premises, has minimal complexity and is designed to focus on applications instead of systems. It also has a flat-rate billing model, meaning that customers only pay for the time they use. Compared to the costs associated with maintaining an AI system, SambaNova says that Dataflow-as-a-Service is a lower-cost option for businesses.
