Keysight launches AI workload emulation software

Published 01/04/2025, 18:06
Keysight launches AI workload emulation software

SANTA ROSA, Calif. - Keysight Technologies, Inc. (NYSE: KEYS), a $26 billion technology leader with robust financials including a healthy 62.5% gross margin, has introduced the Keysight AI (KAI) Data Center Builder, a software suite designed to emulate real-world AI workloads, helping to optimize the performance of AI training. According to InvestingPro data, the company maintains strong liquidity with a current ratio of 2.95, indicating solid operational efficiency. The tool integrates large language model (LLM) training and other AI model workloads into the design and validation process for AI infrastructure components such as networks, hosts, and accelerators.

The KAI Data Center Builder aims to facilitate a more cohesive development process between hardware design, protocols, architectures, and AI training algorithms, potentially leading to enhanced system performance. It allows AI operators to experiment with various model partitioning strategies, crucial for accelerating AI model training and aligning with AI cluster topology and configurations. With annual revenue of $5.02 billion and consistent profitability, Keysight demonstrates the financial strength to support continued innovation in AI infrastructure solutions.

With the ability to replicate network communication patterns of real-world AI training jobs, the software suite enables faster experimentation, reduces the learning curve, and provides deeper insights into performance degradation issues. Customers of Keysight can access a library of LLM workloads, including GPT and Llama, and experiment with popular model partitioning schemas like Data Parallel (DP), Fully Sharded Data Parallel (FSDP), and three-dimensional (3D) parallelism.

The emulation capabilities of the KAI Data Center Builder are intended to assist AI operators, GPU cloud providers, and infrastructure vendors in validating the design of AI clusters and new components within their lab setups. It also allows for the fine-tuning of model partitioning schemas, parameters, and algorithms to improve infrastructure and AI workload performance.

Ram Periakaruppan, Vice President and General Manager at Keysight, emphasized the importance of full-stack validation and optimization as AI infrastructure becomes more complex. He mentioned that shifting validation to earlier phases of the design and manufacturing cycle is vital to avoid costly delays and rework. The KAI Data Center Builder’s emulation capabilities bring a new level of realism to AI component and system design, he added.

Keysight will showcase the KAI Data Center Builder at the OFC 2025 conference, which will take place from April 1-3 at the Moscone Center in San Francisco, California. The information in this article is based on a press release statement from Keysight Technologies, Inc. Based on InvestingPro’s Fair Value analysis, the stock appears to be trading near its fair value. Investors can access a comprehensive analysis of Keysight’s financial health, along with 9 additional ProTips and detailed metrics, through InvestingPro’s in-depth research report, part of its coverage of over 1,400 US equities.

In other recent news, Keysight Technologies announced the launch of its Keysight Artificial Intelligence (KAI) architecture, aimed at enhancing AI data center capabilities by providing comprehensive tools for validating AI cluster components. This new architecture includes the KAI Data Center Builder, which covers the entire AI data center design process, from pre-silicon simulation to post-deployment system testing. Additionally, Keysight, in collaboration with Coherent Corp., unveiled a 200G per lane VCSEL technology, which doubles data throughput for multimode interconnects, promising increased power efficiency and reduced operational costs for data centers. Moody’s Ratings recently upgraded Keysight’s senior unsecured rating to Baa1 from Baa2, citing anticipated growth in profitability and free cash flow, as well as the company’s strategic acquisitions. At its Annual Meeting of Stockholders, Keysight announced the election of directors and ratification of its independent auditor, with significant support for executive compensation and governance practices. Furthermore, Keysight introduced Photonic Designer, a new software tool for photonic design automation, enhancing the workflow for photonics design engineers by integrating real-world measurement data into simulation processes. This software aims to automate design verification and reduce time-to-market for new photonic circuits.

This article was generated with the support of AI and reviewed by an editor. For more information see our T&C.

Latest comments

Risk Disclosure: Trading in financial instruments and/or cryptocurrencies involves high risks including the risk of losing some, or all, of your investment amount, and may not be suitable for all investors. Prices of cryptocurrencies are extremely volatile and may be affected by external factors such as financial, regulatory or political events. Trading on margin increases the financial risks.
Before deciding to trade in financial instrument or cryptocurrencies you should be fully informed of the risks and costs associated with trading the financial markets, carefully consider your investment objectives, level of experience, and risk appetite, and seek professional advice where needed.
Fusion Media would like to remind you that the data contained in this website is not necessarily real-time nor accurate. The data and prices on the website are not necessarily provided by any market or exchange, but may be provided by market makers, and so prices may not be accurate and may differ from the actual price at any given market, meaning prices are indicative and not appropriate for trading purposes. Fusion Media and any provider of the data contained in this website will not accept liability for any loss or damage as a result of your trading, or your reliance on the information contained within this website.
It is prohibited to use, store, reproduce, display, modify, transmit or distribute the data contained in this website without the explicit prior written permission of Fusion Media and/or the data provider. All intellectual property rights are reserved by the providers and/or the exchange providing the data contained in this website.
Fusion Media may be compensated by the advertisers that appear on the website, based on your interaction with the advertisements or advertisers
© 2007-2025 - Fusion Media Limited. All Rights Reserved.