Keysight Technologies is expanding its artificial intelligence (AI) and machine learning (ML) infrastructure with the introduction of the Keysight AI Data Center Test Platform, designed to accelerate innovation in AI/ML network validation and optimization.ć»Entered the ecosystem. This solution significantly improves benchmarking new AI infrastructure with unprecedented scale and efficiency.
The adoption and use of AI is rapidly expanding across all industrial sectors, and the race to quickly and efficiently train and deliver new AI models is a top priority for businesses. AI/ML workloads process huge amounts of data and require high network bandwidth and computing performance to reduce training times. However, the cost of designing and validating large-scale āwhat-ifā scenario assessments is prohibitive even for the largest AI operators.
To overcome this challenge and accelerate the design and testing of AI/ML infrastructure, the Keysight AI Datacenter Test Platform provides highly tunable AI workload emulation, prepackaged benchmark apps, and data Provides set analysis tools to significantly improve the performance of your AI/ML clusters. network fabric.
Keysight data center solutions to accelerate AI/ML network design:
Emulate large-scale AI workloads with measurable fidelity ā providing deep insights into collective communications performance
Simplify your benchmarking process ā Provide validation of your AI network fabric.
Pre-packaged benchmark applications built through partnerships with the largest AI operators and AI infrastructure vendors
Execute defined AI/ML behavioral models ā can now be shared between users and customers, making it easy to reproduce experiments
Offers a choice of test engines ā choose between AI workload emulation on Keysight hardware load appliances and software endpoints, or real AI accelerators to compare benchmark results
The Keysight platform enables large-scale validation and experimentation of fabric designs in a practical and cost-effective manner. This solution complements testing AI/ML workloads using GPUs and provides AI operators with a more scalable and robust unified AI testing platform.
Alan Weckel, 650 Group Founder and Technology Analyst;
800GE is a key driver for AI/ML growth, with the technology poised to deliver the fastest data center port speed increases in history. AI/ML bandwidth growth will increase at more than 100% per year until the end of the decade, and 800GE will play a key role in that growth. Keysight's solutions are at the forefront of testing AI/ML infrastructure, with many deployments expected to reach production within the next 18 months.
Martin Hull, Vice President, Cloud and Platforms, Arista Networks
Fast Ethernet networks are proven to deliver the economical scale and performance needed to accelerate job completion times processing AI/ML workloads while adhering to open standards. Keysight's AI testing platform is a valuable tool for validating Arista's technological leadership in AI network design.
Ram Periakaruppan, Vice President and General Manager, Keysight Network Test and Security Solutions
As a leader in testing ultra-fast 800G Ethernet networks, Keysight has formed close partnerships with hyperscalers to support this breakthrough in realistically benchmarking and emulating large-scale, unconventional AI workloads. We continue to lead the way in innovation by co-designing a new AI testing platform. Other testing tools currently available.