Archive for the ‘Optical Modules’ Category

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Scaling AI Infrastructure with High-Speed Optical Connectivity

By Suhas Nayak, Senior Director of Solutions Marketing, Marvell

In the world of artificial intelligence (AI), where compute performance often steals the spotlight, there’s an unsung hero working tirelessly behind the scenes. It’s something that connects the dots and propels AI platforms to new frontiers. Welcome to the realm of optical connectivity, where data transfer becomes lightning-fast and AI’s true potential is unleashed. But wait, before you dismiss the idea of optical connectivity as just another technical detail, let’s pause and reflect. Think about it: every breakthrough in AI, every mind-bending innovation, is built on the shoulders of data—massive amounts of it. And to keep up with the insatiable appetite of AI workloads, we need more than just raw compute power. We need a seamless, high-speed highway that allows data to flow freely, powering AI platforms to conquer new challenges. 

In this post, I’ll explain the importance of optical connectivity, particularly the role of DSP-based optical connectivity, in driving scalable AI platforms in the cloud. So, buckle up, get ready to embark on a journey where we unlock the true power of AI together. 

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AI and the Tectonic Shift Coming to Data Infrastructure

By Michael Kanellos, Head of Influencer Relations, Marvell

AI’s growth is unprecedented from any angle you look at it. The size of large training models is growing 10x per year. ChatGPT’s 173 million plus users are turning to the website an estimated 60 million times a day (compared to zero the year before.). And daily, people are coming up with new applications and use cases. 

As a result, cloud service providers and others will have to transform their infrastructures in similarly dramatic ways to keep up, says Chris Koopmans, Chief Operations Officer at Marvell in conversation with Futurum’s Daniel Newman during the Six Five Summit on June 8, 2023. 

“We are at the beginning of at least a decade-long trend and a tectonic shift in how data centers are architected and how data centers are built,” he said.  

The transformation is already underway. AI training, and a growing percentage of cloud-based inference, has already shifted from running on two-socket servers based around general processors to systems containing eight more GPUs or TPUs optimized to solve a smaller set of problems more quickly and efficiently.  

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The Three Things Next-Generation Data Centers Need from Networking

By Amit Sanyal, Senior Director, Product Marketing, Marvell

Data centers are arguably the most important buildings in the world. Virtually everything we do—from ordinary business transactions to keeping in touch with relatives and friends—is accomplished, or at least assisted, by racks of equipment in large, low-slung facilities.

And whether they know it or not, your family and friends are causing data center operators to spend more money. But it’s for a good cause: it allows your family and friends (and you) to continue their voracious consumption, purchasing and sharing of every kind of content—via the cloud.

Of course, it’s not only the personal habits of your family and friends that are causing operators to spend. The enterprise is equally responsible. They’re collecting data like never before, storing it in data lakes and applying analytics and machine learning tools—both to improve user experience, via recommendations, for example, and to process and analyze that data for economic gain. This is on top of the relentless, expanding adoption of cloud services.

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Marvell Data Center Interconnect Solutions Achieve 2023 Lightwave Innovation Honors

By Kristin Hehir, Senior Manager, PR and Marketing, Marvell

Marvell has been honored with two 2023 Lightwave Innovation Reviews high scores, validating its leadership in PAM4 DSP solutions for data infrastructure. The two awards reflect the industry’s recognition of Marvell’s recent best-in-class innovations to address the growing bandwidth and interconnect needs of cloud data center networks. An esteemed and experienced panel of third-party judges from the optical communications community recognized Marvell as a high-scoring honoree.

“On behalf of the Lightwave Innovation Reviews, I would like to congratulate Marvell on their high-scoring honoree status,” said Lightwave Editorial Director, Stephen Hardy. “This competitive program allows Lightwave to celebrate and recognize the most innovative products impacting the optical communications community this year.”

Marvell was recognized for the Marvell® Alaska® A PAM4 DSP Family for Active Electrical Cables (AECs) and the Marvell® Spica™ Gen 2 800G PAM4 Electro-Optics Platform, both in the Data Center Interconnect Platforms category. Key features of these 2023 Lightwave Innovation Reviews honorees include:

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Low Power DSP-Based Transceivers for Data Center Optical Fiber Communications

By Radha Nagarajan, SVP and CTO, Optical and Copper Connectivity Business Group

As the volume of global data continues to grow exponentially, data center operators often confront a frustrating challenge: how to process a rising tsunami of terabytes within the limits of their facility’s electrical power supply – a constraint imposed by the physical capacity of the cables that bring electric power from the grid into their data center.

Fortunately, recent innovations in optical transmission technology – specifically, in the design of optical transceivers – have yielded tremendous gains in energy efficiency, which frees up electric power for more valuable computational work.

Recently, at the invitation of the Institute of Electrical and Electronics Engineers, my Marvell  colleagues Ilya Lyubomirsky, Oscar Agazzi and I published a paper detailing these technological breakthroughs, titled Low Power DSP-based Transceivers for Data Center Optical Fiber Communications.

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