NVIDIA Acquires Mellanox: Beyond the Numbers

Subject: Editorial | March 12, 2019 - 10:14 PM |
Tagged: nvswitch, nvlink, nvidia, Mellanox, Intel, Infiniband, Ethernet, communications, chiplets, amd

In a bit of a surprise this past weekend NVIDIA announced that it is purchasing the networking company Mellanox for approximately $6.9 billion US. NVIDIA and Intel were engaged in a bidding war for the Israel based company. At first glance we do not see the synergies that could potentially come from such an acquisition, but in digging deeper it makes much more sense. This is still a risky move for NVIDIA as their previous history of acquisitions have not been very favorable for the company (Ageia, Icera, etc.).

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Mellanox’s portfolio centers around datacenter connectivity solutions such as high speed ethernet and InfiniBand products. They are already a successful company that has products shipping out the door. If there is a super computer somewhere, chances are it is running Mallanox technology for high speed interconnects. This is where things get interesting for NVIDIA.

While NVIDIA focuses on GPUS they are spreading into the datacenter at a pretty tremendous rate. Their NVLink implementation allows high speed connectivity between GPUS and recently they showed off their NVSwitch which features 18 ports. We do not know how long it took to design the NVSwitch and get it running at a high level, but NVIDIA is aiming for implementations that will exceed that technology. NVIDIA had the choice to continue in-house designs or to purchase a company already well versed in such work with access to advanced networking technology.

Intel was also in play for Mellanox, but that particular transaction might not have been approved by anti-trust authorities around the world. If Intel had made an aggressive bid for Mellanox it would have essentially consolidated the market for these high end networking products. In the end NVIDIA offered the $6.9B US for the company and it was accepted. Because NVIDIA has no real networking solutions that are on the market it will likely be approved without issue. Unlike other purchases like Icera, Mellanox is actively shipping product and will add to the bottom line at NVIDIA.

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The company was able to purchase Mellanox in a cash transaction. They simply dove into their cash reserves instead of offering Mellanox shareholders equal shares in NVIDIA. This $6.9B is above what AMD paid for ATI back in 2006 ($5.4B). There may be some similarities here in that the price for Mellanox could be overvalued compared to what they actually bring to the table and we will see write downs over the next several years, much as AMD did for the ATI purchase.

The purchase will bring them instant expertise with high performance standards like InfiniBand. It will also help to have design teams versed in high speed, large node networking apply their knowledge to the GPU field and create solutions better suited for the technology. They will also continue to sell current Mellanox products.

Another purchase in the past that looks somewhat similar to this is AMD’s acquisition of SeaMicro. That company was selling products based on their Freedom Fabric technology to create ultra-dense servers utilizing dozens of CPUs. This line of products was discontinued by AMD after poor sales, but they expanded upon Freedom Fabric and created the Infinity Fabric that powers their latest Zen CPUs.

I can see a very similar situation occurring at NVIDIA. AMD is using their Infinity Fabric to connect multiple chiplets on a substrate, as well as utilizing that fabric off of the substrate. It also has integrated that fabric into their latest Vega GPUs. This philosophy looks to pay significant dividends for AMD once they introduce their 7nm CPUs in the form of Zen 2 and EPYC 2. AMD is not relying on large, monolithic dies for both their consumer and enterprise parts, thereby improving yields and bins on these parts as compared to what Intel does with current Xeon parts.

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When looking at the Mellanox purchase from this view, it makes a lot of sense for NVIDIA. With process node advances moving at a much slower pace, the demand for higher performance solutions is only increasing. To meet this demand NVIDIA will be required to make efficient, multi-chip solutions that may require more performance and features than what can be covered by NVLINK. Mellanox could potentially provide the expertise and experience to help NVIDIA achieve such scale.

Source: NVIDIA

Connecting Pascal's triangle with the Maxwell Equations

Subject: General Tech | March 27, 2014 - 01:10 PM |
Tagged: pascal, nvlink, nvidia, maxwell, jen-hsun huang, GTC

Before we get to see Volta in action NVIDIA is taking a half step and releasing the Pascal architecture which will use Maxwell-like Streaming Multiprocessors and will introduce stacked or 3D memory which will reside on the same substrate as the GPU.  Jen-Hsun claimed this new type of memory will vastly increase the bandwidth available, provide two and a half times the capacity and be four times as energy efficient at the same time.  Along with the 3D memory announcement was the revealing of NVLink, an alternative interconnect which he claims will offer 5-12 times the bandwidth of PCIe and will be utilized by HPC systems.  From his announcement that NVLink will feature eight 20Gbps lanes per block or as NVIDIA is calling them, bricks, which The Tech Report used to make a quick calculation and came up with an aggregate bandwidth of a brick of around 20GB/s.  Read on to see what else was revealed.

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"Today during his opening keynote at the Nvidia GPU Technology Conference, CEO Jen-Hsun Huang offered an update to Nvidia's GPU roadmap. The big reveal was about a GPU code-named Pascal, which will be a generation beyond the still-being-introduced Maxwell architecture in the firm's plans."

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