{"version":"1.0.0","segments":[{"speaker":"Christopher Banuelos","startTime":4.86,"endTime":6.96,"body":"Welcome to"},{"speaker":"Christopher Banuelos","startTime":4.86,"endTime":6.96,"body":"the Marvell Essential Technology"},{"speaker":"Christopher Banuelos","startTime":6.96,"endTime":10.77,"body":"Podcast. I'm your host, Chris"},{"speaker":"Christopher Banuelos","startTime":6.96,"endTime":10.77,"body":"Banuelos. On today's episode,"},{"speaker":"Christopher Banuelos","startTime":10.77,"endTime":13.98,"body":"I'm with John Sakamoto vice"},{"speaker":"Christopher Banuelos","startTime":10.77,"endTime":13.98,"body":"president of infrastructure"},{"speaker":"Christopher Banuelos","startTime":13.98,"endTime":18.18,"body":"processors, and today we are"},{"speaker":"Christopher Banuelos","startTime":13.98,"endTime":18.18,"body":"discussing all things OCTEON 10."},{"speaker":"Christopher Banuelos","startTime":18.45,"endTime":21.84,"body":"Here John's insights here at"},{"speaker":"Christopher Banuelos","startTime":18.45,"endTime":21.84,"body":"industry trends, and see how"},{"speaker":"Christopher Banuelos","startTime":21.84,"endTime":25.62,"body":"Marvell is adapting to market"},{"speaker":"Christopher Banuelos","startTime":21.84,"endTime":25.62,"body":"needs as more network workloads"},{"speaker":"Christopher Banuelos","startTime":25.62,"endTime":26.64,"body":"become virtualized."},{"speaker":"Christopher Banuelos","startTime":30.09,"endTime":32.49,"body":"John, tell me a little bit about"},{"speaker":"Christopher Banuelos","startTime":30.09,"endTime":32.49,"body":"your role here at Marvell, and"},{"speaker":"Christopher Banuelos","startTime":32.49,"endTime":35.58,"body":"what are some of the kinds of"},{"speaker":"Christopher Banuelos","startTime":32.49,"endTime":35.58,"body":"things that you and your team"},{"speaker":"Christopher Banuelos","startTime":35.58,"endTime":36.12,"body":"are working on?"},{"speaker":"Christopher Banuelos","startTime":36.0,"endTime":38.37,"body":"I'm responsible for all the"},{"speaker":"Christopher Banuelos","startTime":36.0,"endTime":38.37,"body":"marketing and business"},{"speaker":"Christopher Banuelos","startTime":38.37,"endTime":42.06,"body":"development for our processors"},{"speaker":"Christopher Banuelos","startTime":38.37,"endTime":42.06,"body":"at Marvell. And we have a really"},{"speaker":"Christopher Banuelos","startTime":42.06,"endTime":45.84,"body":"cool role. And we were"},{"speaker":"Christopher Banuelos","startTime":42.06,"endTime":45.84,"body":"responsible for educating and"},{"speaker":"Christopher Banuelos","startTime":45.84,"endTime":50.58,"body":"evangelizing the value of GPUs"},{"speaker":"Christopher Banuelos","startTime":45.84,"endTime":50.58,"body":"for data center, compute and"},{"speaker":"Christopher Banuelos","startTime":50.58,"endTime":54.36,"body":"applications. And we get you"},{"speaker":"Christopher Banuelos","startTime":50.58,"endTime":54.36,"body":"know, our job is different every"},{"speaker":"Christopher Banuelos","startTime":54.36,"endTime":57.06,"body":"day, we get to work with"},{"speaker":"Christopher Banuelos","startTime":54.36,"endTime":57.06,"body":"different customers to solve"},{"speaker":"Christopher Banuelos","startTime":57.06,"endTime":60.96,"body":"their system challenges, really"},{"speaker":"Christopher Banuelos","startTime":57.06,"endTime":60.96,"body":"across a broad spectrum of"},{"speaker":"Christopher Banuelos","startTime":60.96,"endTime":64.98,"body":"applications, including"},{"speaker":"Christopher Banuelos","startTime":60.96,"endTime":64.98,"body":"enterprise, cloud, 5G, and"},{"speaker":"Christopher Banuelos","startTime":64.98,"endTime":69.09,"body":"automotive. And we also kind of"},{"speaker":"Christopher Banuelos","startTime":64.98,"endTime":69.09,"body":"look for as well as a team and"},{"speaker":"Christopher Banuelos","startTime":69.09,"endTime":71.85,"body":"say, where are things going to"},{"speaker":"Christopher Banuelos","startTime":69.09,"endTime":71.85,"body":"be in three to five years and"},{"speaker":"Christopher Banuelos","startTime":71.85,"endTime":74.79,"body":"making sure what, what we have"},{"speaker":"Christopher Banuelos","startTime":71.85,"endTime":74.79,"body":"in that timeframe is really"},{"speaker":"Christopher Banuelos","startTime":74.79,"endTime":76.62,"body":"meeting what our customers need."},{"speaker":"Christopher Banuelos","startTime":77.07,"endTime":80.76,"body":"John, I want to learn more about"},{"speaker":"Christopher Banuelos","startTime":77.07,"endTime":80.76,"body":"your start. And what led you up"},{"speaker":"Christopher Banuelos","startTime":80.76,"endTime":83.94,"body":"to Marvell? Can you talk about"},{"speaker":"Christopher Banuelos","startTime":80.76,"endTime":83.94,"body":"the early parts of your career?"},{"speaker":"John Sakamoto","startTime":83.0,"endTime":86.9,"body":"Yeah, so I, I"},{"speaker":"John Sakamoto","startTime":83.0,"endTime":86.9,"body":"back, you know, most of my"},{"speaker":"John Sakamoto","startTime":86.9,"endTime":91.31,"body":"experience has been in"},{"speaker":"John Sakamoto","startTime":86.9,"endTime":91.31,"body":"semiconductors and specifically,"},{"speaker":"John Sakamoto","startTime":91.31,"endTime":94.91,"body":"I spent a long time actually in"},{"speaker":"John Sakamoto","startTime":91.31,"endTime":94.91,"body":"the field of FPGAs, working for"},{"speaker":"John Sakamoto","startTime":94.91,"endTime":99.71,"body":"Altera. And it was FPGAs was a"},{"speaker":"John Sakamoto","startTime":94.91,"endTime":99.71,"body":"really fun industry to be in"},{"speaker":"John Sakamoto","startTime":99.71,"endTime":103.19,"body":"because, much like the processor"},{"speaker":"John Sakamoto","startTime":99.71,"endTime":103.19,"body":"business, we got to talk to a"},{"speaker":"John Sakamoto","startTime":103.19,"endTime":105.74,"body":"lot of different industries, a"},{"speaker":"John Sakamoto","startTime":103.19,"endTime":105.74,"body":"lot of different customers"},{"speaker":"John Sakamoto","startTime":105.74,"endTime":111.5,"body":"across communication, industrial"},{"speaker":"John Sakamoto","startTime":105.74,"endTime":111.5,"body":"automotive, some of the defense"},{"speaker":"John Sakamoto","startTime":111.5,"endTime":115.1,"body":"industry. So it was it was a"},{"speaker":"John Sakamoto","startTime":111.5,"endTime":115.1,"body":"great experience because of the"},{"speaker":"John Sakamoto","startTime":115.1,"endTime":118.73,"body":"variety of applications that use"},{"speaker":"John Sakamoto","startTime":115.1,"endTime":118.73,"body":"FPGAs. So I was in the FPGA"},{"speaker":"John Sakamoto","startTime":118.73,"endTime":123.62,"body":"business for many, many years."},{"speaker":"John Sakamoto","startTime":118.73,"endTime":123.62,"body":"Altera was acquired by Intel,"},{"speaker":"John Sakamoto","startTime":123.89,"endTime":127.91,"body":"and 2015. I worked for Intel for"},{"speaker":"John Sakamoto","startTime":123.89,"endTime":127.91,"body":"almost four years and was"},{"speaker":"John Sakamoto","startTime":127.91,"endTime":131.78,"body":"introduced to processors and how"},{"speaker":"John Sakamoto","startTime":127.91,"endTime":131.78,"body":"FPGAs actually work with"},{"speaker":"John Sakamoto","startTime":131.78,"endTime":135.71,"body":"processors. And about two years"},{"speaker":"John Sakamoto","startTime":131.78,"endTime":135.71,"body":"ago, I had the opportunity to"},{"speaker":"John Sakamoto","startTime":135.71,"endTime":138.62,"body":"move to Marvell I was looking"},{"speaker":"John Sakamoto","startTime":135.71,"endTime":138.62,"body":"forward to getting back to kind"},{"speaker":"John Sakamoto","startTime":138.62,"endTime":142.13,"body":"of a little bit smaller company,"},{"speaker":"John Sakamoto","startTime":138.62,"endTime":142.13,"body":"but you know, wanted to stay in"},{"speaker":"John Sakamoto","startTime":142.13,"endTime":144.29,"body":"something that was you know,"},{"speaker":"John Sakamoto","startTime":142.13,"endTime":144.29,"body":"highly programmable, like"},{"speaker":"John Sakamoto","startTime":144.29,"endTime":147.11,"body":"processors and also kind of a"},{"speaker":"John Sakamoto","startTime":144.29,"endTime":147.11,"body":"field. That's interesting,"},{"speaker":"John Sakamoto","startTime":147.11,"endTime":150.5,"body":"because we, you know, processors"},{"speaker":"John Sakamoto","startTime":147.11,"endTime":150.5,"body":"are used again across a broad"},{"speaker":"John Sakamoto","startTime":150.5,"endTime":153.92,"body":"spectrum of applications. So,"},{"speaker":"John Sakamoto","startTime":150.5,"endTime":153.92,"body":"that was one of the main reasons"},{"speaker":"John Sakamoto","startTime":153.92,"endTime":156.62,"body":"I was attracted to come to"},{"speaker":"John Sakamoto","startTime":153.92,"endTime":156.62,"body":"Marvell to continue that"},{"speaker":"John Sakamoto","startTime":156.62,"endTime":157.31,"body":"experience."},{"speaker":"Christopher Banuelos","startTime":157.34,"endTime":160.22,"body":"So Marvell"},{"speaker":"Christopher Banuelos","startTime":157.34,"endTime":160.22,"body":"pioneered the DPU. Can you"},{"speaker":"Christopher Banuelos","startTime":160.22,"endTime":164.84,"body":"explain to our listeners what a"},{"speaker":"Christopher Banuelos","startTime":160.22,"endTime":164.84,"body":"DPU is? And how it evolves with"},{"speaker":"Christopher Banuelos","startTime":164.84,"endTime":165.74,"body":"OCTEON 10?"},{"speaker":"John Sakamoto","startTime":165.78,"endTime":167.61,"body":"Yeah, that's"},{"speaker":"John Sakamoto","startTime":165.78,"endTime":167.61,"body":"correct. So let you know the"},{"speaker":"John Sakamoto","startTime":167.61,"endTime":173.91,"body":"definition of DPU is it's a mix"},{"speaker":"John Sakamoto","startTime":167.61,"endTime":173.91,"body":"of compute accelerators and high"},{"speaker":"John Sakamoto","startTime":173.91,"endTime":178.41,"body":"speed IO. And really, that is a"},{"speaker":"John Sakamoto","startTime":173.91,"endTime":178.41,"body":"category of product that was"},{"speaker":"John Sakamoto","startTime":178.41,"endTime":182.79,"body":"pioneered by Marvell over 20"},{"speaker":"John Sakamoto","startTime":178.41,"endTime":182.79,"body":"years ago. And it's something we"},{"speaker":"John Sakamoto","startTime":182.79,"endTime":187.89,"body":"continue to pioneer. 20 years"},{"speaker":"John Sakamoto","startTime":182.79,"endTime":187.89,"body":"ago, we recognize that, you"},{"speaker":"John Sakamoto","startTime":187.89,"endTime":190.62,"body":"know, to increase network system"},{"speaker":"John Sakamoto","startTime":187.89,"endTime":190.62,"body":"performance, we needed to really"},{"speaker":"John Sakamoto","startTime":190.62,"endTime":193.68,"body":"combine compute with"},{"speaker":"John Sakamoto","startTime":190.62,"endTime":193.68,"body":"programmable accelerators to get"},{"speaker":"John Sakamoto","startTime":193.68,"endTime":196.92,"body":"the performance people needed."},{"speaker":"John Sakamoto","startTime":193.68,"endTime":196.92,"body":"And it really started off to"},{"speaker":"John Sakamoto","startTime":196.92,"endTime":202.02,"body":"kind of process and encrypt data"},{"speaker":"John Sakamoto","startTime":196.92,"endTime":202.02,"body":"traffic. And you know, the first"},{"speaker":"John Sakamoto","startTime":202.02,"endTime":205.8,"body":"GPUs we developed were"},{"speaker":"John Sakamoto","startTime":202.02,"endTime":205.8,"body":"extensively used in firewalls,"},{"speaker":"John Sakamoto","startTime":205.8,"endTime":210.63,"body":"switches and routers. And since"},{"speaker":"John Sakamoto","startTime":205.8,"endTime":210.63,"body":"then the Octeon DPU, adoption"},{"speaker":"John Sakamoto","startTime":210.63,"endTime":215.04,"body":"has really expanded to include"},{"speaker":"John Sakamoto","startTime":210.63,"endTime":215.04,"body":"cloud, wireless, carrier and"},{"speaker":"John Sakamoto","startTime":215.04,"endTime":218.01,"body":"enterprise applications. So it"},{"speaker":"John Sakamoto","startTime":215.04,"endTime":218.01,"body":"really is a broad use case now"},{"speaker":"John Sakamoto","startTime":218.01,"endTime":221.01,"body":"that that use DPUs and we see"},{"speaker":"John Sakamoto","startTime":218.01,"endTime":221.01,"body":"that continued to expand"},{"speaker":"Christopher Banuelos","startTime":221.25,"endTime":224.43,"body":"What have"},{"speaker":"Christopher Banuelos","startTime":221.25,"endTime":224.43,"body":"you guys done in OCTEON 10 to"},{"speaker":"Christopher Banuelos","startTime":224.43,"endTime":226.56,"body":"move the DPU market forward?"},{"speaker":"Christopher Banuelos","startTime":226.89,"endTime":230.98,"body":"OCTEON 10 represents a huge move"},{"speaker":"Christopher Banuelos","startTime":226.89,"endTime":230.98,"body":"forward for the DPU market, you"},{"speaker":"Christopher Banuelos","startTime":231.044,"endTime":235.007,"body":"know, on the compute from the"},{"speaker":"Christopher Banuelos","startTime":231.044,"endTime":235.007,"body":"OCTEON 10s built on a TSMC, five"},{"speaker":"Christopher Banuelos","startTime":235.071,"endTime":239.162,"body":"nanometer process, and uses the"},{"speaker":"Christopher Banuelos","startTime":235.071,"endTime":239.162,"body":"latest and greatest ARM neoverse"},{"speaker":"Christopher Banuelos","startTime":239.226,"endTime":242.997,"body":"N2 core. So we're the first to"},{"speaker":"Christopher Banuelos","startTime":239.226,"endTime":242.997,"body":"use five and the N2 core and"},{"speaker":"Christopher Banuelos","startTime":243.061,"endTime":246.64,"body":"actually have silicon available"},{"speaker":"Christopher Banuelos","startTime":243.061,"endTime":246.64,"body":"for that. And really, by"},{"speaker":"Christopher Banuelos","startTime":246.704,"endTime":250.795,"body":"combining those two things, this"},{"speaker":"Christopher Banuelos","startTime":246.704,"endTime":250.795,"body":"technology represents a 3x jump"},{"speaker":"Christopher Banuelos","startTime":250.859,"endTime":254.502,"body":"and compute performance and 50%"},{"speaker":"Christopher Banuelos","startTime":250.859,"endTime":254.502,"body":"lower power than previous"},{"speaker":"Christopher Banuelos","startTime":254.566,"endTime":258.465,"body":"generations, the DPU. And it's"},{"speaker":"Christopher Banuelos","startTime":254.566,"endTime":258.465,"body":"not just only the compute, but"},{"speaker":"Christopher Banuelos","startTime":258.529,"endTime":262.108,"body":"we also innovated on the"},{"speaker":"Christopher Banuelos","startTime":258.529,"endTime":262.108,"body":"accelerator. So we've added for"},{"speaker":"Christopher Banuelos","startTime":262.172,"endTime":266.071,"body":"the first time in a DPU, there's"},{"speaker":"Christopher Banuelos","startTime":262.172,"endTime":266.071,"body":"a hard ML [Machine Learning]"},{"speaker":"Christopher Banuelos","startTime":266.135,"endTime":269.842,"body":"block that does inline ML"},{"speaker":"Christopher Banuelos","startTime":266.135,"endTime":269.842,"body":"processing. We've added hardware"},{"speaker":"Christopher Banuelos","startTime":269.906,"endTime":273.549,"body":"based VPP processing, we've"},{"speaker":"Christopher Banuelos","startTime":269.906,"endTime":273.549,"body":"added a one terabit switch to"},{"speaker":"Christopher Banuelos","startTime":273.613,"endTime":277.001,"body":"the product. And we've done"},{"speaker":"Christopher Banuelos","startTime":273.613,"endTime":277.001,"body":"enhancements where we can"},{"speaker":"Christopher Banuelos","startTime":277.065,"endTime":281.092,"body":"support true inline crypto. The"},{"speaker":"Christopher Banuelos","startTime":277.065,"endTime":281.092,"body":"device also incorporates 56 Gig"},{"speaker":"Christopher Banuelos","startTime":281.156,"endTime":285.055,"body":"PAM4 IO, we have PCI Express Gen"},{"speaker":"Christopher Banuelos","startTime":281.156,"endTime":285.055,"body":"five support, and we support"},{"speaker":"Christopher Banuelos","startTime":285.118,"endTime":289.017,"body":"DDR. So again, when we talked"},{"speaker":"Christopher Banuelos","startTime":285.118,"endTime":289.017,"body":"about Compute accelerators High"},{"speaker":"Christopher Banuelos","startTime":289.081,"endTime":293.236,"body":"Speed IO is a definition for DPU"},{"speaker":"Christopher Banuelos","startTime":289.081,"endTime":293.236,"body":"we've we've made innovations and"},{"speaker":"Christopher Banuelos","startTime":293.3,"endTime":297.135,"body":"kind of push the game forward"},{"speaker":"Christopher Banuelos","startTime":293.3,"endTime":297.135,"body":"and all three category so that"},{"speaker":"Christopher Banuelos","startTime":297.199,"endTime":300.97,"body":"and this is not a device that"},{"speaker":"Christopher Banuelos","startTime":297.199,"endTime":300.97,"body":"has, you know, years to come."},{"speaker":"Christopher Banuelos","startTime":301.034,"endTime":304.997,"body":"We're actually now sampling to"},{"speaker":"Christopher Banuelos","startTime":301.034,"endTime":304.997,"body":"customers today on this on this"},{"speaker":"Christopher Banuelos","startTime":305.061,"endTime":308.448,"body":"product, we have a 24 core"},{"speaker":"Christopher Banuelos","startTime":305.061,"endTime":308.448,"body":"version that's gone out to"},{"speaker":"Christopher Banuelos","startTime":308.512,"endTime":312.475,"body":"several customers today. So it"},{"speaker":"Christopher Banuelos","startTime":308.512,"endTime":312.475,"body":"is here today and will continue"},{"speaker":"Christopher Banuelos","startTime":312.539,"endTime":315.927,"body":"to expand that sample"},{"speaker":"Christopher Banuelos","startTime":312.539,"endTime":315.927,"body":"distribution to customers as we"},{"speaker":"Christopher Banuelos","startTime":315.991,"endTime":318.42,"body":"go through the remainder of this"},{"speaker":"Christopher Banuelos","startTime":315.991,"endTime":318.42,"body":"year."},{"speaker":"Christopher Banuelos","startTime":318.55,"endTime":321.28,"body":"What are some of the industry"},{"speaker":"Christopher Banuelos","startTime":318.55,"endTime":321.28,"body":"trends you've observed over the"},{"speaker":"Christopher Banuelos","startTime":321.28,"endTime":324.97,"body":"last couple of years? And how is"},{"speaker":"Christopher Banuelos","startTime":321.28,"endTime":324.97,"body":"OCTEON 10 leading the way?"},{"speaker":"John Sakamoto","startTime":325.12,"endTime":329.08,"body":"So the need for"},{"speaker":"John Sakamoto","startTime":325.12,"endTime":329.08,"body":"data center compute continues to"},{"speaker":"John Sakamoto","startTime":329.08,"endTime":333.13,"body":"be broad? A lot of times people"},{"speaker":"John Sakamoto","startTime":329.08,"endTime":333.13,"body":"think of DPUs as just being a"},{"speaker":"John Sakamoto","startTime":333.13,"endTime":336.82,"body":"it's a smartNIC to doing some"},{"speaker":"John Sakamoto","startTime":333.13,"endTime":336.82,"body":"acceleration in the cloud. And"},{"speaker":"John Sakamoto","startTime":336.82,"endTime":340.42,"body":"it really is beyond that. Okay,"},{"speaker":"John Sakamoto","startTime":336.82,"endTime":340.42,"body":"like I mentioned that the need"},{"speaker":"John Sakamoto","startTime":340.42,"endTime":345.43,"body":"for data center compute is"},{"speaker":"John Sakamoto","startTime":340.42,"endTime":345.43,"body":"required in the enterprise 5G"},{"speaker":"John Sakamoto","startTime":345.46,"endTime":348.49,"body":"wireline access even now in"},{"speaker":"John Sakamoto","startTime":345.46,"endTime":348.49,"body":"automotive, we're starting to"},{"speaker":"John Sakamoto","startTime":348.49,"endTime":353.83,"body":"see that and this idea of"},{"speaker":"John Sakamoto","startTime":348.49,"endTime":353.83,"body":"securing network traffic, you"},{"speaker":"John Sakamoto","startTime":353.83,"endTime":358.09,"body":"know, increasing use of ML. And"},{"speaker":"John Sakamoto","startTime":353.83,"endTime":358.09,"body":"increased use of things like"},{"speaker":"John Sakamoto","startTime":358.09,"endTime":361.81,"body":"vector packet processing are"},{"speaker":"John Sakamoto","startTime":358.09,"endTime":361.81,"body":"areas that our customers expect"},{"speaker":"John Sakamoto","startTime":361.81,"endTime":364.99,"body":"and, and we focused on"},{"speaker":"John Sakamoto","startTime":361.81,"endTime":364.99,"body":"innovating there and adding that"},{"speaker":"John Sakamoto","startTime":364.99,"endTime":368.32,"body":"capability, enhancing that"},{"speaker":"John Sakamoto","startTime":364.99,"endTime":368.32,"body":"capability in our DPU families."},{"speaker":"Christopher Banuelos","startTime":368.38,"endTime":372.52,"body":"And how is"},{"speaker":"Christopher Banuelos","startTime":368.38,"endTime":372.52,"body":"Marvell adapting to market needs"},{"speaker":"Christopher Banuelos","startTime":372.52,"endTime":375.43,"body":"as more network workloads are"},{"speaker":"Christopher Banuelos","startTime":372.52,"endTime":375.43,"body":"being virtualized?"},{"speaker":"John Sakamoto","startTime":375.0,"endTime":377.43,"body":"Yeah, in the"},{"speaker":"John Sakamoto","startTime":375.0,"endTime":377.43,"body":"early days of kind of network"},{"speaker":"John Sakamoto","startTime":377.43,"endTime":380.76,"body":"virtualization, okay, basically,"},{"speaker":"John Sakamoto","startTime":377.43,"endTime":380.76,"body":"everyone tried to run these"},{"speaker":"John Sakamoto","startTime":380.76,"endTime":383.61,"body":"network functions and software"},{"speaker":"John Sakamoto","startTime":380.76,"endTime":383.61,"body":"only. And that was an easy"},{"speaker":"John Sakamoto","startTime":383.61,"endTime":386.58,"body":"approach to move over. But what"},{"speaker":"John Sakamoto","startTime":383.61,"endTime":386.58,"body":"people are finding out very"},{"speaker":"John Sakamoto","startTime":386.58,"endTime":390.45,"body":"quickly is that to really meet"},{"speaker":"John Sakamoto","startTime":386.58,"endTime":390.45,"body":"the system performance, and cost"},{"speaker":"John Sakamoto","startTime":390.45,"endTime":393.81,"body":"requirements, and to keep up"},{"speaker":"John Sakamoto","startTime":390.45,"endTime":393.81,"body":"with the data rates, that it's"},{"speaker":"John Sakamoto","startTime":393.81,"endTime":396.54,"body":"just not possible to run, you"},{"speaker":"John Sakamoto","startTime":393.81,"endTime":396.54,"body":"know, these network functions"},{"speaker":"John Sakamoto","startTime":396.54,"endTime":399.81,"body":"and software only. So people"},{"speaker":"John Sakamoto","startTime":396.54,"endTime":399.81,"body":"have kind of quickly realized"},{"speaker":"John Sakamoto","startTime":399.81,"endTime":403.53,"body":"that, you know, you have to add"},{"speaker":"John Sakamoto","startTime":399.81,"endTime":403.53,"body":"some accelerators to make it"},{"speaker":"John Sakamoto","startTime":403.53,"endTime":406.71,"body":"more more effective, more cost"},{"speaker":"John Sakamoto","startTime":403.53,"endTime":406.71,"body":"effective, you can't just keep"},{"speaker":"John Sakamoto","startTime":406.71,"endTime":410.55,"body":"adding servers, that doesn't"},{"speaker":"John Sakamoto","startTime":406.71,"endTime":410.55,"body":"work. So really, to address the"},{"speaker":"John Sakamoto","startTime":410.55,"endTime":414.03,"body":"challenge, okay, we've been"},{"speaker":"John Sakamoto","startTime":410.55,"endTime":414.03,"body":"working with our customers to"},{"speaker":"John Sakamoto","startTime":414.03,"endTime":417.33,"body":"really deliver, you know, DPUs"},{"speaker":"John Sakamoto","startTime":414.03,"endTime":417.33,"body":"on PCI Express cards, think of"},{"speaker":"John Sakamoto","startTime":417.33,"endTime":421.17,"body":"them as accelerator cards that"},{"speaker":"John Sakamoto","startTime":417.33,"endTime":421.17,"body":"will complement software running"},{"speaker":"John Sakamoto","startTime":421.17,"endTime":425.28,"body":"on a host. And, you know, really"},{"speaker":"John Sakamoto","startTime":421.17,"endTime":425.28,"body":"what they're using DPUs is to"},{"speaker":"John Sakamoto","startTime":425.28,"endTime":429.03,"body":"accelerate the the data path"},{"speaker":"John Sakamoto","startTime":425.28,"endTime":429.03,"body":"functions, okay. So for example,"},{"speaker":"John Sakamoto","startTime":429.45,"endTime":432.69,"body":"like a firewall, a firewalls job"},{"speaker":"John Sakamoto","startTime":429.45,"endTime":432.69,"body":"is to kind of look at the flows"},{"speaker":"John Sakamoto","startTime":432.69,"endTime":435.84,"body":"and determine which flows are"},{"speaker":"John Sakamoto","startTime":432.69,"endTime":435.84,"body":"safe and which flows need to be"},{"speaker":"John Sakamoto","startTime":435.84,"endTime":439.17,"body":"denied coming into a network."},{"speaker":"John Sakamoto","startTime":435.84,"endTime":439.17,"body":"One of the nice things about"},{"speaker":"John Sakamoto","startTime":439.17,"endTime":442.59,"body":"using a DPU is that you can"},{"speaker":"John Sakamoto","startTime":439.17,"endTime":442.59,"body":"process a lot of that flow"},{"speaker":"John Sakamoto","startTime":442.59,"endTime":445.14,"body":"traffic through the DPU without"},{"speaker":"John Sakamoto","startTime":442.59,"endTime":445.14,"body":"actually having to go through"},{"speaker":"John Sakamoto","startTime":445.14,"endTime":450.12,"body":"the hosts. So today, we're"},{"speaker":"John Sakamoto","startTime":445.14,"endTime":450.12,"body":"we're, you know, recording, you"},{"speaker":"John Sakamoto","startTime":450.12,"endTime":454.5,"body":"know, a podcast over a zoom call"},{"speaker":"John Sakamoto","startTime":450.12,"endTime":454.5,"body":"like that traffic flow coming"},{"speaker":"John Sakamoto","startTime":454.5,"endTime":457.56,"body":"into the network is a safe flow,"},{"speaker":"John Sakamoto","startTime":454.5,"endTime":457.56,"body":"it's not a threat vector. And"},{"speaker":"John Sakamoto","startTime":457.56,"endTime":461.07,"body":"so, you know, a DPU Accelerator"},{"speaker":"John Sakamoto","startTime":457.56,"endTime":461.07,"body":"card can let that flow go"},{"speaker":"John Sakamoto","startTime":461.07,"endTime":464.61,"body":"through, and you don't have to"},{"speaker":"John Sakamoto","startTime":461.07,"endTime":464.61,"body":"tax the the actual compute or"},{"speaker":"John Sakamoto","startTime":464.61,"endTime":468.99,"body":"the host compute to process that"},{"speaker":"John Sakamoto","startTime":464.61,"endTime":468.99,"body":"workload. And so by combining,"},{"speaker":"John Sakamoto","startTime":469.02,"endTime":472.05,"body":"you know, DPU accelerator cards"},{"speaker":"John Sakamoto","startTime":469.02,"endTime":472.05,"body":"with with kind of the host"},{"speaker":"John Sakamoto","startTime":472.05,"endTime":475.71,"body":"processing, really, we can"},{"speaker":"John Sakamoto","startTime":472.05,"endTime":475.71,"body":"dramatically lower the cost of"},{"speaker":"John Sakamoto","startTime":475.71,"endTime":479.94,"body":"that virtualized instance of the"},{"speaker":"John Sakamoto","startTime":475.71,"endTime":479.94,"body":"firewall. But we can also really"},{"speaker":"John Sakamoto","startTime":479.94,"endTime":482.76,"body":"increase the performance and"},{"speaker":"John Sakamoto","startTime":479.94,"endTime":482.76,"body":"make it very competitive to kind"},{"speaker":"John Sakamoto","startTime":482.76,"endTime":486.03,"body":"of the traditional hardware"},{"speaker":"John Sakamoto","startTime":482.76,"endTime":486.03,"body":"version of it. So it is an area"},{"speaker":"John Sakamoto","startTime":486.03,"endTime":489.21,"body":"we're focused on, we see a lot"},{"speaker":"John Sakamoto","startTime":486.03,"endTime":489.21,"body":"of pickup in customers. It's not"},{"speaker":"John Sakamoto","startTime":489.21,"endTime":492.27,"body":"just in that enterprise example,"},{"speaker":"John Sakamoto","startTime":489.21,"endTime":492.27,"body":"you see the same thing and"},{"speaker":"John Sakamoto","startTime":492.27,"endTime":497.37,"body":"things like 5g and the move to"},{"speaker":"John Sakamoto","startTime":492.27,"endTime":497.37,"body":"things like vRAN again wireless,"},{"speaker":"John Sakamoto","startTime":497.4,"endTime":501.6,"body":"you know, running those wireless"},{"speaker":"John Sakamoto","startTime":497.4,"endTime":501.6,"body":"functions like L1  offload or L2"},{"speaker":"John Sakamoto","startTime":501.6,"endTime":504.33,"body":"forwarding, you can't just run"},{"speaker":"John Sakamoto","startTime":501.6,"endTime":504.33,"body":"that on software, you're going"},{"speaker":"John Sakamoto","startTime":504.33,"endTime":508.74,"body":"to need your accelerator cards"},{"speaker":"John Sakamoto","startTime":504.33,"endTime":508.74,"body":"and DPUs on accelerator cards to"},{"speaker":"John Sakamoto","startTime":508.74,"endTime":511.53,"body":"make those functions run at"},{"speaker":"John Sakamoto","startTime":508.74,"endTime":511.53,"body":"speed. And to give you that same"},{"speaker":"John Sakamoto","startTime":511.53,"endTime":515.19,"body":"experience you would get on the"},{"speaker":"John Sakamoto","startTime":511.53,"endTime":515.19,"body":"traditional RAN network."},{"speaker":"Christopher Banuelos","startTime":515.28,"endTime":516.9,"body":"And what"},{"speaker":"Christopher Banuelos","startTime":515.28,"endTime":516.9,"body":"about the tools to support this"},{"speaker":"Christopher Banuelos","startTime":516.9,"endTime":517.5,"body":"development?"},{"speaker":"John Sakamoto","startTime":517.63,"endTime":519.76,"body":"Yeah, that's a"},{"speaker":"John Sakamoto","startTime":517.63,"endTime":519.76,"body":"very important you know, we have"},{"speaker":"John Sakamoto","startTime":519.76,"endTime":522.52,"body":"this great silicon will always"},{"speaker":"John Sakamoto","startTime":519.76,"endTime":522.52,"body":"great capability, you have to"},{"speaker":"John Sakamoto","startTime":522.52,"endTime":526.33,"body":"make it accessible by the"},{"speaker":"John Sakamoto","startTime":522.52,"endTime":526.33,"body":"engineers and, and so we have a"},{"speaker":"John Sakamoto","startTime":526.33,"endTime":530.05,"body":"great tool called Velox, and"},{"speaker":"John Sakamoto","startTime":526.33,"endTime":530.05,"body":"really, it's designed to help"},{"speaker":"John Sakamoto","startTime":530.05,"endTime":534.55,"body":"our customers, you know, design"},{"speaker":"John Sakamoto","startTime":530.05,"endTime":534.55,"body":"with our DPUs. And the one key"},{"speaker":"John Sakamoto","startTime":534.55,"endTime":538.0,"body":"thing for us is Velox is an open"},{"speaker":"John Sakamoto","startTime":534.55,"endTime":538.0,"body":"development platform which which"},{"speaker":"John Sakamoto","startTime":538.0,"endTime":540.61,"body":"leverages the ARM ecosystem,"},{"speaker":"John Sakamoto","startTime":538.0,"endTime":540.61,"body":"we're not trying to create this"},{"speaker":"John Sakamoto","startTime":540.61,"endTime":544.75,"body":"closed system and lock people"},{"speaker":"John Sakamoto","startTime":540.61,"endTime":544.75,"body":"in. And we're really the Velox"},{"speaker":"John Sakamoto","startTime":544.75,"endTime":548.8,"body":"toolset really has a rich suite"},{"speaker":"John Sakamoto","startTime":544.75,"endTime":548.8,"body":"of comprehensive networking,"},{"speaker":"John Sakamoto","startTime":549.13,"endTime":554.89,"body":"security storage stacks, we have"},{"speaker":"John Sakamoto","startTime":549.13,"endTime":554.89,"body":"comprehensive support for DB DK"},{"speaker":"John Sakamoto","startTime":554.89,"endTime":560.2,"body":"and VPP. Extensions. And then we"},{"speaker":"John Sakamoto","startTime":554.89,"endTime":560.2,"body":"have also, you know, very solid"},{"speaker":"John Sakamoto","startTime":560.2,"endTime":562.57,"body":"support for virtualization"},{"speaker":"John Sakamoto","startTime":560.2,"endTime":562.57,"body":"supporting things like"},{"speaker":"John Sakamoto","startTime":562.57,"endTime":567.37,"body":"containers. So again, a very"},{"speaker":"John Sakamoto","startTime":562.57,"endTime":567.37,"body":"open platform, it's meant to be"},{"speaker":"John Sakamoto","startTime":567.4,"endTime":571.06,"body":"very, you know, make it very"},{"speaker":"John Sakamoto","startTime":567.4,"endTime":571.06,"body":"easy for our users to write"},{"speaker":"John Sakamoto","startTime":571.06,"endTime":575.02,"body":"applications that utilize all"},{"speaker":"John Sakamoto","startTime":571.06,"endTime":575.02,"body":"the goodness in GPUs. And that's"},{"speaker":"John Sakamoto","startTime":575.02,"endTime":577.36,"body":"a big part of what we focus on."},{"speaker":"John Sakamoto","startTime":575.02,"endTime":577.36,"body":"And a big part of our value"},{"speaker":"John Sakamoto","startTime":577.36,"endTime":579.61,"body":"proposition is not only"},{"speaker":"John Sakamoto","startTime":577.36,"endTime":579.61,"body":"combining the great silicon we"},{"speaker":"John Sakamoto","startTime":579.61,"endTime":582.43,"body":"have, but also that Velox"},{"speaker":"John Sakamoto","startTime":579.61,"endTime":582.43,"body":"development environment to make"},{"speaker":"John Sakamoto","startTime":582.43,"endTime":584.08,"body":"it easy to access that silicon."},{"speaker":"Christopher Banuelos","startTime":584.32,"endTime":586.9,"body":"The last"},{"speaker":"Christopher Banuelos","startTime":584.32,"endTime":586.9,"body":"question that I have today is"},{"speaker":"Christopher Banuelos","startTime":587.08,"endTime":589.66,"body":"really wanted to focus on what"},{"speaker":"Christopher Banuelos","startTime":587.08,"endTime":589.66,"body":"are some of the customer pain"},{"speaker":"Christopher Banuelos","startTime":589.66,"endTime":593.8,"body":"points that your team is"},{"speaker":"Christopher Banuelos","startTime":589.66,"endTime":593.8,"body":"observing and how is Marvell"},{"speaker":"Christopher Banuelos","startTime":593.8,"endTime":597.1,"body":"taking those pain points and"},{"speaker":"Christopher Banuelos","startTime":593.8,"endTime":597.1,"body":"turning them into opportunities?"},{"speaker":"John Sakamoto","startTime":597.51,"endTime":600.083,"body":"Yeah, I think"},{"speaker":"John Sakamoto","startTime":597.51,"endTime":600.083,"body":"there's you know, there's really"},{"speaker":"John Sakamoto","startTime":600.139,"endTime":603.384,"body":"common pain points across the"},{"speaker":"John Sakamoto","startTime":600.139,"endTime":603.384,"body":"network that we see from our"},{"speaker":"John Sakamoto","startTime":603.44,"endTime":606.852,"body":"customers. The first is security"},{"speaker":"John Sakamoto","startTime":603.44,"endTime":606.852,"body":"that just remains, you know,"},{"speaker":"John Sakamoto","startTime":606.908,"endTime":610.321,"body":"something that's becoming more"},{"speaker":"John Sakamoto","startTime":606.908,"endTime":610.321,"body":"and more important, especially"},{"speaker":"John Sakamoto","startTime":610.377,"endTime":613.957,"body":"as you have more remote workers"},{"speaker":"John Sakamoto","startTime":610.377,"endTime":613.957,"body":"that the security has to extend,"},{"speaker":"John Sakamoto","startTime":614.013,"endTime":617.202,"body":"you know, beyond the enterprise"},{"speaker":"John Sakamoto","startTime":614.013,"endTime":617.202,"body":"into the into the broader"},{"speaker":"John Sakamoto","startTime":617.258,"endTime":620.503,"body":"network, you know, performance"},{"speaker":"John Sakamoto","startTime":617.258,"endTime":620.503,"body":"increases are required data"},{"speaker":"John Sakamoto","startTime":620.558,"endTime":623.859,"body":"rates continue to rise. And so"},{"speaker":"John Sakamoto","startTime":620.558,"endTime":623.859,"body":"they have to kind of support"},{"speaker":"John Sakamoto","startTime":623.915,"endTime":627.44,"body":"those data rates, but they can't"},{"speaker":"John Sakamoto","startTime":623.915,"endTime":627.44,"body":"necessarily have a higher cost"},{"speaker":"John Sakamoto","startTime":627.496,"endTime":630.852,"body":"in the solution that they're"},{"speaker":"John Sakamoto","startTime":627.496,"endTime":630.852,"body":"building. And then there's more"},{"speaker":"John Sakamoto","startTime":630.908,"endTime":634.433,"body":"and more usage of of ML that's"},{"speaker":"John Sakamoto","startTime":630.908,"endTime":634.433,"body":"required in these network, these"},{"speaker":"John Sakamoto","startTime":634.489,"endTime":637.957,"body":"network applications. So we're"},{"speaker":"John Sakamoto","startTime":634.489,"endTime":637.957,"body":"really doing a number of things"},{"speaker":"John Sakamoto","startTime":638.013,"endTime":641.482,"body":"like security is a major focus"},{"speaker":"John Sakamoto","startTime":638.013,"endTime":641.482,"body":"for us. You know, in our OCTEON"},{"speaker":"John Sakamoto","startTime":641.538,"endTime":644.67,"body":"10 family, which we just"},{"speaker":"John Sakamoto","startTime":641.538,"endTime":644.67,"body":"announced, you know, we've made"},{"speaker":"John Sakamoto","startTime":644.726,"endTime":648.139,"body":"major enhancements to kind of"},{"speaker":"John Sakamoto","startTime":644.726,"endTime":648.139,"body":"our security blocks that really"},{"speaker":"John Sakamoto","startTime":648.195,"endTime":651.719,"body":"enable things like IPsec and SSL"},{"speaker":"John Sakamoto","startTime":648.195,"endTime":651.719,"body":"processing to be utilized very"},{"speaker":"John Sakamoto","startTime":651.775,"endTime":655.076,"body":"easily within the device, but"},{"speaker":"John Sakamoto","startTime":651.775,"endTime":655.076,"body":"also at higher data rates. So"},{"speaker":"John Sakamoto","startTime":655.132,"endTime":658.768,"body":"supporting, you know, those data"},{"speaker":"John Sakamoto","startTime":655.132,"endTime":658.768,"body":"range from 50, up to 400 gig, we"},{"speaker":"John Sakamoto","startTime":658.824,"endTime":662.125,"body":"mentioned kind of faster data"},{"speaker":"John Sakamoto","startTime":658.824,"endTime":662.125,"body":"rates, one of the things that"},{"speaker":"John Sakamoto","startTime":662.181,"endTime":665.649,"body":"we're encouraging our customers"},{"speaker":"John Sakamoto","startTime":662.181,"endTime":665.649,"body":"to do is look at vector packet"},{"speaker":"John Sakamoto","startTime":665.705,"endTime":669.174,"body":"processing. The whole concept"},{"speaker":"John Sakamoto","startTime":665.705,"endTime":669.174,"body":"with that as our hardware within"},{"speaker":"John Sakamoto","startTime":669.23,"endTime":672.531,"body":"OCTEON. 10 enables the packet"},{"speaker":"John Sakamoto","startTime":669.23,"endTime":672.531,"body":"processing to be processed as"},{"speaker":"John Sakamoto","startTime":672.587,"endTime":676.055,"body":"vectors versus doing it packet"},{"speaker":"John Sakamoto","startTime":672.587,"endTime":676.055,"body":"by packet. And by doing that we"},{"speaker":"John Sakamoto","startTime":676.111,"endTime":679.524,"body":"can get up to, you know, a 5x"},{"speaker":"John Sakamoto","startTime":676.111,"endTime":679.524,"body":"performance increase versus our"},{"speaker":"John Sakamoto","startTime":679.58,"endTime":682.992,"body":"previous generations. And then"},{"speaker":"John Sakamoto","startTime":679.58,"endTime":682.992,"body":"lastly, again, I mentioned ML,"},{"speaker":"John Sakamoto","startTime":683.048,"endTime":686.349,"body":"you people are using ML for"},{"speaker":"John Sakamoto","startTime":683.048,"endTime":686.349,"body":"things like threat detection or"},{"speaker":"John Sakamoto","startTime":686.405,"endTime":689.761,"body":"Content Aware service delivery."},{"speaker":"John Sakamoto","startTime":686.405,"endTime":689.761,"body":"And yes, you can run that in"},{"speaker":"John Sakamoto","startTime":689.817,"endTime":692.503,"body":"software. But again, it's"},{"speaker":"John Sakamoto","startTime":689.817,"endTime":692.503,"body":"becoming more and more"},{"speaker":"John Sakamoto","startTime":692.559,"endTime":695.859,"body":"pervasive. And so one of the"},{"speaker":"John Sakamoto","startTime":692.559,"endTime":695.859,"body":"reasons that we put a hardware"},{"speaker":"John Sakamoto","startTime":695.915,"endTime":699.048,"body":"block into OCTEON 10, was to"},{"speaker":"John Sakamoto","startTime":695.915,"endTime":699.048,"body":"actually accelerate that ML"},{"speaker":"John Sakamoto","startTime":699.104,"endTime":702.405,"body":"processing. And you can take,"},{"speaker":"John Sakamoto","startTime":699.104,"endTime":702.405,"body":"you know, algorithms that are"},{"speaker":"John Sakamoto","startTime":702.461,"endTime":705.985,"body":"running in software and run it"},{"speaker":"John Sakamoto","startTime":702.461,"endTime":705.985,"body":"into this hardware block and get"},{"speaker":"John Sakamoto","startTime":706.041,"endTime":709.342,"body":"up to 100x performance. And so"},{"speaker":"John Sakamoto","startTime":706.041,"endTime":709.342,"body":"again, these are kind of the"},{"speaker":"John Sakamoto","startTime":709.398,"endTime":712.754,"body":"things we're doing to kind of"},{"speaker":"John Sakamoto","startTime":709.398,"endTime":712.754,"body":"push the DPU market forward to"},{"speaker":"John Sakamoto","startTime":712.81,"endTime":716.111,"body":"make sure that as they're more"},{"speaker":"John Sakamoto","startTime":712.81,"endTime":716.111,"body":"and more challenges from our"},{"speaker":"John Sakamoto","startTime":716.167,"endTime":719.691,"body":"customers that we're starting to"},{"speaker":"John Sakamoto","startTime":716.167,"endTime":719.691,"body":"add features in device to make"},{"speaker":"John Sakamoto","startTime":719.747,"endTime":721.65,"body":"it easier to solve those problems."},{"speaker":"Christopher Banuelos","startTime":721.65,"endTime":723.654,"body":"John, just"},{"speaker":"Christopher Banuelos","startTime":721.65,"endTime":723.654,"body":"want to say thank you so much"},{"speaker":"Christopher Banuelos","startTime":723.704,"endTime":726.561,"body":"for participating on today's"},{"speaker":"Christopher Banuelos","startTime":723.704,"endTime":726.561,"body":"episode, super excited about"},{"speaker":"Christopher Banuelos","startTime":726.611,"endTime":729.718,"body":"OCTEON 10. And look forward to"},{"speaker":"Christopher Banuelos","startTime":726.611,"endTime":729.718,"body":"doing part two at some point in"},{"speaker":"Christopher Banuelos","startTime":729.768,"endTime":730.32,"body":"the future."},{"speaker":"John Sakamoto","startTime":730.35,"endTime":731.97,"body":"Sounds good,"},{"speaker":"John Sakamoto","startTime":730.35,"endTime":731.97,"body":"Chris, thank you very much."},{"speaker":"Christopher Banuelos","startTime":734.04,"endTime":735.846,"body":"Thank you"},{"speaker":"Christopher Banuelos","startTime":734.04,"endTime":735.846,"body":"for listening to the Marvell"},{"speaker":"Christopher Banuelos","startTime":735.894,"endTime":738.746,"body":"Essential Technology Podcast. As"},{"speaker":"Christopher Banuelos","startTime":735.894,"endTime":738.746,"body":"always, please feel free to"},{"speaker":"Christopher Banuelos","startTime":738.794,"endTime":742.17,"body":"visit our website to learn more,"},{"speaker":"Christopher Banuelos","startTime":738.794,"endTime":742.17,"body":"and we'll see you on the next episode."}]}