NVIDIA EGX Platform Integrations

The Domino Enterprise MLOps Platform helps data science teams improve the speed, quality, and impact of data science at scale. Domino is open and flexible, empowering professional data scientists to use their preferred tools and infrastructure. Data science models get into production fast and are kept operating at peak performance with integrated workflows. Domino also delivers the security, governance and compliance that enterprises expect. The Self-Service Infrastructure Portal makes data science teams become more productive with easy access to their preferred tools, scalable compute, and diverse data sets. By automating time-consuming and tedious DevOps tasks, data scientists can focus on the tasks at hand. The Integrated Model Factory includes a workbench, model and app deployment, and integrated monitoring to rapidly experiment, deploy the best models in production, ensure optimal performance, and collaborate across the end-to-end data science lifecycle. The System of Record has a powerful reproducibility engine, search and knowledge management, and integrated project management. Teams can easily find, reuse, reproduce, and build on any data science work to amplify innovation.

Junos Traffic Vision is a licensed application designed for traffic sampling on MX Series 3D Universal Edge Routers. It offers comprehensive insights into network traffic flows, which are essential for various operational and planning endeavors. By monitoring the packets processed by the router, it captures critical information such as source and destination addresses, along with packet and byte counts. This data is then aggregated and exported in a standardized format, making it compatible with analysis and presentation tools from both Juniper and third-party vendors that facilitate usage-based accounting, traffic profiling, traffic engineering, and monitoring of attacks and intrusions, as well as service level agreements. Capable of being implemented inline and on service cards that ensure high performance and scalability, Junos Traffic Vision can function in both active and passive modes, seamlessly integrating with lawful intercept filtering and port mirroring without compromising performance. Its versatility and efficiency make it a valuable asset for maintaining robust network management and security.

We aim to relieve ML engineers from the burdens of data engineering so they can concentrate on their passion for developing superior models more efficiently. Our innovative product serves as a robust framework that simplifies and accelerates the process for developers to discover, comprehend, and disseminate visual data on a large scale, making it ten times easier. Users can automatically generate custom interval attributes using pre-trained extractors or any model of their choice, enhancing the flexibility of data manipulation. The platform allows for effective data visualization and the analysis of model performance by leveraging custom attributes alongside standard KPIs. This functionality enables users to query data, identify rare edge cases, and curate new training datasets across their entire data lake with ease. Additionally, it facilitates the seamless saving, editing, versioning, commenting, and sharing of frames, sequences, or objects with both colleagues and external partners. SiaSearch stands out as a data management solution that automatically extracts frame-level contextual metadata, streamlining fast data exploration, selection, and evaluation. By automating these processes with intelligent metadata, engineering productivity can more than double, effectively alleviating bottlenecks in the development of industrial AI. Ultimately, this allows teams to innovate more rapidly and efficiently in their machine learning endeavors.

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