When we talk about an AI cluster, we usually picture the GPUs. But the thing that ties tens of thousands of GPUs into a single supercomputer is the switch — the box that acts as the traffic junction for data. And its heart is a tiny "switch silicon" chip that sets how widely and quickly the whole cluster can move data between its parts. This lesson zooms in on just this layer — the electrical-side switch chips and systems (Ethernet vs InfiniBand) where Broadcom, Nvidia, and Arista are colliding with hundreds of billions of dollars. (The "optical" side lives in the sibling lesson Optical Interconnect.)
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Why is Switching & Networking Silicon/Systems moving?
Q2 2026
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AI Networking Demand Booms, But Supply and Competition Rise
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Record results and raised outlooks Marvell, Astera Labs, Celestica, Credo, Cisco, and Nokia all posted record results or raised outlooks, driven by AI switching, 1.6T ramps, and enterprise adoption broadening beyond hyperscalers.
This point captures the strong demand and financial performance that drove the sector.
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Nvidia becomes top Ethernet vendor Nvidia became the top Ethernet vendor, and its telecom project could open new demand.
This highlights a major competitive shift and potential new market for networking silicon.
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Supply shortages delay revenue and squeeze margins Supply shortages delay revenue and squeeze margins, while intensifying competition pressures incumbents.
This point identifies key risks that temper the positive demand outlook.
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Nvidia's full suite and investments threaten incumbents Nvidia's full networking suite and $2B investments in Coherent, Lumentum, and Marvell, plus DriveNets' Broadcom-based platforms, threaten Arista and Cisco.
This point shows rising competitive threats that could disrupt market share.
Latest
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AI networking demand broadens; supply, optics and new rivals shape the theme
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AI networking demand keeps broadening across suppliers and regions Arista's revenue topped $3B with 100+ Etherlink AI fabric customers, HPE raised networking orders above $3B and won a $1.2B AMD Helios order, Celestica grew 62% and sees 1.6T ramping in 2027, and Nokia's AI/cloud sales doubled. More buyers and faster switches mean more demand for switching silicon and systems.
Shows the core demand force still widening across switching vendors and customers.
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Optical interconnect becomes the next big AI networking battleground Bernstein called optical names structural AI winners, Coherent launched its PhotonLink optics platform with 20 customer engagements, and startup CScale raised $145M with Nvidia and Intel backing to make optical links that survive laser failures. Faster optical connections are essential as switches move to 1.6T speeds.
Optics is the fastest-growing piece of the switching/interconnect chain and new money confirms it.
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New challengers and security flaws add cost and competition Pat Gelsinger backed $100M startup Delos Data to attack Nvidia's networking moat, Qualcomm partnered with Cornelis on an open AI fabric, and Cisco and Arista disclosed critical switch software flaws. More rivals and remediation work raise engineering costs even as demand stays strong.
Competition and security costs are the main counterweight to the demand boom.
Q3 2026
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AI Networking Demand Broadens Globally, But Margin and Supply Pressures Bite
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Global demand broadens; sovereign AI and optical open new channels AI networking demand spread worldwide, with Arista, Broadcom, Nvidia, Cisco, Marvell, Celestica, Credo, HPE and Nokia all posting strong results and raising guidance. Sovereign AI deals and optical interconnect investments created new growth beyond traditional switches.
This is the core positive force: demand broadening geographically and into new customer types, which is new this period.
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BNP Paribas projects 44% CAGR for data-center switch sales to $114.7B by 2028 BNP Paribas forecast a 44% yearly growth rate for data-center switch sales, reaching $114.7 billion by 2028. This underscores the long-term demand runway for switching silicon and systems.
A new analyst projection that quantifies the growth outlook, giving investors a concrete long-term demand signal.
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Margin pressure and uneven profitability emerge Cisco's gross margin fell 210 basis points due to AI hardware mix, and Broadcom's soft guidance signaled uneven profitability. Credo's customer concentration and Cerebras's 18% slump added to concerns.
This is the main counterweight: despite strong demand, profitability is being squeezed, which is new this period.
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Component and memory shortages raise switch prices and strain supply chains Component and memory shortages pushed switch prices higher, strained supply chains and cash flow. Critical switch software flaws at Cisco and Arista required costly remediation, adding to operational burdens.
Supply chain and operational issues are a key negative force that could limit growth and profitability, new this period.
Arista Networks Lifts 2026 Revenue Guidance to US$12.60 Billion on AI Demand
Arista Networks raised its 2026 revenue guidance to US$12.60 billion, including at least US$3.50 billion from AI-related business, after reporting second-quarter fiscal 2026 revenue of US$3.00 billion, a 37.7% year-over-year increase. The higher outlook underscores how AI-driven cloud networking has become a central revenue pillar for the company, shaping its growth mix across hyperscale and enterprise customers. Arista was also added to the S&P 100 in September 2026, a move that reflects its growing weight in large-cap U.S. equity indices just as management ties more of its outlook to AI-related revenue. The company's longer-range narrative projects US$21.4 billion in revenue and US$8.2 billion in earnings by 2029, requiring 26.6% yearly revenue growth and an earnings increase of about US$4.2 billion from US$4.0 billion today. Some of the lowest-ranked analysts had already assumed about US$18.6 billion of 2029 revenue and US$6.9 billion of earnings before this guidance, illustrating how differently Arista's AI exposure and long-term supply commitments can be read.
ANET · Demand · Positive Arista raised 2026 revenue guidance to $12.60B, including at least $3.50B from AI-related business, on AI-driven cloud networking demand.
ANET · Capital · Positive Arista was added to the S&P 100 in September 2026, reflecting its growing weight in large-cap U.S. equity indices.
HPE Raises Fiscal 2027 Networking Outlook, Lands $1.2 Billion Vultr AI Order
Hewlett Packard Enterprise raised its fiscal 2027 networking revenue growth forecast to between high-teens and low-20s percent, up from the 14% to 17% projection it gave earlier in September, and secured a $1.2 billion order from cloud infrastructure provider Vultr for AMD-based artificial intelligence server racks paired with Juniper networking switches. The company also lifted its annual cost-synergy target from the Juniper Networks acquisition to $800 million by the end of fiscal 2028, up from at least $600 million, and projected Data Center Networking revenue to grow at a low-to-high 50s percent compound annual rate through fiscal 2029. Following the networking investor day presentation, Citigroup raised its price target on the stock to $92 from $76 while keeping a Buy rating, citing confidence in durable demand and expanding AI infrastructure orders. A cooler-than-expected U.S. jobs report added secondary momentum, with the Bureau of Labor Statistics reporting that employers added 29,000 nonfarm payroll jobs in September, trailing the 84,000 consensus estimate from economists polled by Dow Jones. HPE shares jumped 7.8% in the afternoon session and are up 189% since the beginning of the year, reaching a new 52-week high of $69.77 per share.
Broadcom Guides Q4 Revenue to $34.8 Billion After Q3 Beat
Broadcom reported third-quarter fiscal 2026 non-GAAP earnings of $3.32 per share, up 96.4% year over year and 3.11% above the Zacks Consensus Estimate, with revenues surging 85.5% year over year to $29.59 billion and beating the consensus mark by 0.41%. AI semiconductor revenues jumped 221% year over year to $16.7 billion, representing 56% of total revenues, while Semiconductor Solutions revenues surged 127% year over year to a record $20.84 billion, or 70% of total revenues, and Infrastructure Software revenues increased 29% year over year to $8.75 billion, contributing the remaining 30%. For the fourth quarter of fiscal 2026, Broadcom expects revenues of approximately $34.8 billion, representing 93% year-over-year growth, including about $26.1 billion of semiconductor revenues and roughly $8.7 billion of Infrastructure Software revenues. The company raised its fiscal 2026 AI semiconductor revenue outlook to $58 billion, up 186% year over year and above its prior $56 billion view, and said it has secured supply to support approximately $115 billion of AI semiconductor revenues in fiscal 2027, with fiscal 2028 AI semiconductor revenues seen reaching $230 billion. Broadcom also generated record free cash flow of $13.67 billion, equal to 46% of revenues, paid $3.1 billion in dividends, reduced long-term debt by $5.6 billion, and its board approved a quarterly dividend of 65 cents per share.
AVGO · Capital · Positive Broadcom beat Q3 estimates with EPS up 96.4% and guided Q4 revenue to $34.8B, plus record $13.67B free cash flow and debt reduction.
AVGO · Demand · Positive AI semiconductor revenues jumped 221% to $16.7B and the company raised its fiscal 2026 AI revenue outlook to $58B with supply secured for $115B in fiscal 2027.
Celestica Inc. reported second-quarter revenue growth of 62% year over year and an 83% rise in adjusted EPS, then raised its 2026 outlook and said revenue growth should accelerate again in 2027. The company expects its 1.6T networking programs to ramp significantly in 2027, is preparing to deliver custom racks for OpenAI, and expects its AMD Helios opportunity to ramp in the first half of next year, with management describing both as multibillion-dollar opportunities. Celestica trades at about 18.5 times forward earnings while consensus calls for roughly 75% EPS growth next year, though three customers accounted for 32%, 17% and 14% of Q2 revenue and roughly $1 billion of capital expenditures is planned for 2026. Hedge fund interest weakened slightly in the second quarter, with the number of funds holding the stock falling from 67 in Q1 to 63 in Q2 while the total value of their positions rose from approximately $4.38 billion to $4.84 billion. Management says customers are already discussing requirements for 2027, 2028 and even 2029, making the upcoming October 27 investor day particularly important.
OpenAI · Demand · Positive Celestica is preparing to deliver custom racks for OpenAI, a multibillion-dollar opportunity.
AMD · Demand · Positive Celestica expects its AMD Helios opportunity to ramp in the first half of next year, described as a multibillion-dollar opportunity.
Coherent Jumps 10.5% After Bernstein Initiates With Outperform and $350 Target
Coherent shares jumped 10.5% in the afternoon session after Bernstein rated the materials and photonics company Outperform with a $350 price target, citing optical-module upside as data-center switches move to higher speeds. According to Streetinsider, Bernstein framed $350 as roughly 24% upside, valuing the stock at 22 times estimated 2028 earnings per share of $16, and argued optical-module demand should keep expanding with faster networking gear. Citi commentary tagging Coherent as an AI hardware beneficiary reinforced the bullish AI-infrastructure read-across, alongside investor focus on Coherent's PhotonLink optics platform and an AI security demo amid a broader bid in networking names. The move follows a 5.2% gain two days earlier on news that Coherent demonstrated scalable physical-layer security for artificial intelligence infrastructure developed alongside CUbIQ Technologies. Coherent is up 63.1% since the start of the year, but at $317.01 per share it still trades 25.7% below its 52-week high of $426.89 from June 2026.
Coherent, Lumentum, Ciena Surge as Bernstein Initiates With Outperform
Optical networking stocks rallied Thursday after Bernstein initiated coverage of the group with an Outperform rating, calling the companies structural AI winners. Coherent jumped 11%, Lumentum rose 7%, Ciena gained 7%, and Arista added 0.4%. Coherent led the move after launching PhotonLink, an optics platform for AI infrastructure that packages its services, photonics technologies, and components including lasers, fibers, and detectors into one platform for AI data centers. The company said it already has 20 customer engagements split between co-packaged optic and near-packaged optic assemblies, plus five engagements in emerging chip-to-chip connectivity. The gains extend a strong 2026 rally for the group, with Coherent up 73%, Lumentum up 183%, Ciena up 62%, and Arista up 56% year to date.
COHR · Capital · Positive Bernstein initiated coverage of Coherent with an Outperform rating as a structural AI winner.
COHR · Technology · Positive Coherent launched PhotonLink, an optics platform for AI infrastructure, with 20 customer engagements.
CIEN · Capital · Positive Bernstein initiated coverage of Ciena with an Outperform rating, calling it a structural AI winner.
LITE · Capital · Positive Bernstein initiated coverage of Lumentum with an Outperform rating, calling it a structural AI winner.
ANET · Capital · Positive Bernstein initiated coverage of the optical networking group with an Outperform rating, naming Arista among structural AI winners.
Software-Defined Networking Market to Reach $82.59 Billion by 2030, MarketsandMarkets Says
The global Software-Defined Networking Market is projected to grow from USD 35.74 billion in 2025 to USD 82.59 billion by 2030, a CAGR of 18.2% over the forecast period, according to MarketsandMarkets. Declining hardware and connectivity costs are lowering barriers to network modernization and supporting broader SDN deployments across data centers, enterprise networks, telecom infrastructure, and cloud environments. Within the market, the hybrid SDN segment is expected to register the higher growth rate, while the cloud service providers segment is expected to grow at the highest CAGR, with hyperscalers such as AWS, Google Cloud, and Azure using SDN for multi-tenant isolation and elastic workloads. Asia Pacific is projected to be the fastest-growing region, driven by 5G buildout, digital economies, and cloud services, with China's 5G development and India's expanding digital infrastructure supporting adoption. Key players named in the report include Cisco, Huawei, VMware, Dell EMC, IBM, Ericsson, Ciena, and Hewlett Packard Enterprise.
CScale Exits Stealth With $145 Million Series C for AI Optical Interconnect
CScale exited stealth, announcing $145 million in Series C funding to accelerate development and commercialization of optical interconnect for AI scale-up, bringing the company's total funding to $188 million. The round was co-led by Atreides Management, Valor Equity Partners, and Premji Invest, with Sutter Hill Ventures continuing its support alongside existing investor Maverick Silicon. NVIDIA and Intel Capital joined as CScale's first strategic investors. The Palo Alto company is architecting its interconnect to contain optical failures without interrupting compute, targeting the gigawatt-class AI data centers expected by the end of the decade, where a single scale-up domain will span thousands of tightly coupled accelerators across dozens of racks. CEO Martin Lund said lasers will fail but compute should not, and Atreides Management Managing Partner and Chief Investment Officer Gavin Baker said every optical failure is a compute failure at that scale.
Marvell Technology Shares Jump 4.7% After Citi Reiterates Buy Rating
Marvell Technology shares jumped 4.7% in the afternoon session after Citi reiterated a Buy rating and a $275 price target on the networking chips designer ahead of its October 6 Investor Day. Citi analyst Atif Malik highlighted artificial intelligence data center infrastructure networking opportunities, pointing to raised fiscal 2027 and 2028 revenue targets of approximately $12 billion and $18 billion, as well as potential 2030 earnings of $15 to $20 per share. The note also cited an update on a custom revenue target of more than $10 billion for fiscal 2029 resulting from an agreement with Google, along with approximately $300 million in scale-up optics sales. After the initial pop, the shares cooled down to $261.81, up 3.9% from the previous close. Marvell Technology is up 193% since the beginning of the year, but at $261.81 per share it is still trading 17.3% below its 52-week high of $316.43 from June 2026.
Artificial Intelligence › AI Compute & Accelerator Silicon ▲Demand
MRVL · Capital · Positive Citi reiterated a Buy rating and $275 price target on Marvell ahead of its Investor Day, citing raised revenue and EPS targets.
MRVL · Demand · Positive The note cites a custom revenue target of over $10 billion for fiscal 2029 from an agreement with Google plus ~$300 million in scale-up optics sales.
GOOG · Demand · Positive Marvell's custom revenue target of more than $10 billion for fiscal 2029 stems from an agreement with Google, implying Google is a customer driving that demand.
C · Capital · Neutral Citi is the analyst firm reiterating the Buy rating and $275 target on Marvell, a passing role in the story.
Microchip Technology announced the expansion of its 10BASE-T1S Single Pair Ethernet portfolio with new transceivers and endpoint devices, sending shares up 1.9% to $79.42. The expansion introduces the LAN8679 and LAN8680 physical layer transceivers alongside the LAN8660X/1X/2X family of endpoints with integrated transceivers to support zonal architectures. The new products are engineered to meet AEC-Q100 automotive qualification requirements and ISO 26262 functional safety standards while simplifying wiring and delivering flexible edge connectivity. The stock is up 22.1% since the beginning of the year but remains 22.8% below its 52-week high of $102.92 from May 2026.
MCHP · Technology · Positive Microchip expanded its 10BASE-T1S Single Pair Ethernet portfolio with new automotive-qualified transceivers and endpoint devices.
Cisco Says Enterprises Hand AI Agents More Network Control as Survey Finds 4,100 Daily Alerts
Cisco Systems said enterprises are giving AI agents more control over network operations, citing a survey of 1,000 technology leaders conducted by Omdia for Cisco in which the average organization reported roughly 4,100 monitoring events a day. Cisco estimated that clearing the daily network alert backlog by hand would take about 100 specialists, and 86% of respondents favored a single integrated platform, giving the company an opening to sell networking, security and observability together. Shares slipped about 0.4% to $106.265 at 11.25am ET on September 29. That opening still has to turn into sales, with investors needing to see platform bookings, more customers adopting Splunk alongside Cisco products, and faster incident resolution. The chart places Cisco's $106.265 share price 41.93% above its $74.87 GF Value estimate.
CSCO · Demand · Positive Cisco cites survey showing enterprises giving AI agents more network control and 86% favoring a single integrated platform, an opening to sell networking, security and observability together.
Splunk Inc. · Demand · Positive Cisco sees an opening to sell Splunk alongside its products, with investors watching for more customers adopting Splunk.
Omdia · · Neutral Omdia only conducted the survey for Cisco; no impact on Omdia itself.
Microchip Expands 10BASE-T1S Single Pair Ethernet Portfolio With New Transceivers and Endpoints
Microchip Technology announced the expansion of its 10BASE-T1S portfolio with the introduction of the LAN8679 and LAN8680 10BASE-T1S PMD transceivers, alongside the LAN8660X/1X/2X family of endpoints with integrated transceivers. The LAN8679 transceiver provides a standardized Open Alliance 3-Pin interface in a compact 8-pin VDFN package, while the LAN8680 adds System Basis Chip features including power management, system wake/sleep control and watchdog supervision. The LAN8660X/1X/2X endpoint family integrates a PMD transceiver into a single-chip Remote Control Protocol solution, allowing compact edge nodes for control systems, lighting and audio without external PHY components. The devices are designed to meet AEC-Q100 and ISO 26262 functional safety standards and build on Microchip's VelocityDRIVE portfolio, targeting automotive zonal architecture, industrial automation, robotics and aerospace and defense. Using 10BASE-T1S multidrop topology, the solutions let multiple nodes, typically eight or more, share a single bus line, reducing wiring weight and system costs. The LAN8679, LAN8680 and LAN8660X/1X/2X are available in limited sampling.
Semiconductors › Analog, Power & Discrete Technology
MCHP · Technology · Positive Microchip expanded its 10BASE-T1S portfolio with new LAN8679/LAN8680 transceivers and LAN8660X/1X/2X endpoints, a product/R&D development.
Nokia Shares Rise 3% After Google's €13 Billion Finland AI Investment
Nokia Oyj shares rose 3% to $10.98 on September 9 after Google announced a €13 billion investment to expand its AI infrastructure and cloud footprint in Hamina, Finland. Google said its Hamina site, part of a 43-region network, lets local entities like Nokia deliver high-performance, low-latency services and scale AI solutions, though the announcement is not a direct contract win for Nokia. In Q2 2026, Nokia recorded a 105% year-over-year surge in net sales to AI and Cloud customers, supported by €2.8 billion in AI and Cloud order intake, while its Network Infrastructure division grew 12%, led by a 20% jump in Optical Networks and a 16% rise in IP Networks. Nokia closed Q2 2026 with €2.8 billion in net cash and interest-bearing financial investments, but the quarter also brought a reported operating loss of €50 million, a negative 1.0% reported operating margin, and a 95% year-over-year decline in reported profit to €5 million. Management said supply remains the main industry constraint relative to strong demand, and Nokia must manage negative short-term free cash flow, restructuring costs, and optical supply limits to convert hyperscaler demand into sustainable earnings growth.
GOOG · Capital · Positive Google announced a €13 billion investment to expand its AI infrastructure and cloud footprint in Hamina, Finland.
NOK · Capital · Negative Nokia reported a €50 million operating loss, negative 1.0% operating margin, and a 95% YoY profit decline to €5 million in Q2 2026.
NOK · Demand · Positive Google's Hamina AI/cloud expansion lets local entities like Nokia deliver low-latency AI services, supporting Nokia's AI and Cloud order intake and 105% sales surge.
Samsung Signs AI-RAN Trials With KT and SK Telecom as Seoul Shares Fall 5.43%
Samsung Electronics signed AI radio-network deals with KT and SK Telecom, even as its Seoul shares closed Monday down 5.43% at 270,000 won. The trials begin in October, with KT planning to test welding robots at a shipyard and SK Telecom testing patrol robots and video monitoring at a petrochemical site. Samsung is KT's sole global vendor and SK Telecom's main vendor for the projects, but the company disclosed no contract value, making the trials a proof point rather than a revenue forecast. Samsung's GF Score stands at 84 out of 100, showing strong growth and financial strength alongside a much weaker GF Value reading. Investors now need to see whether successful trials lead to repeat deployments and contracts large enough to matter.
Amphenol Q2 2026 Orders Jump 94% as AI Datacom Drives Growth
Amphenol reported second-quarter 2026 orders of $10.7 billion, up 94% year over year and 14% sequentially, for a book-to-bill ratio of 1.23:1, with every end market posting a positive book-to-bill ratio. The adjusted operating margin expanded 420 basis points year over year and 250 basis points sequentially to 29.8%, and even excluding tariff recoveries the margin approached 29%. CommScope contributed more than $1.2 billion in second-quarter sales at a margin above 20%, and Amphenol raised its expected 2026 CommScope revenues to $4.6 billion from $4.1 billion while doubling expected adjusted EPS accretion to 30 cents from 15 cents. IT datacom represented 43% of second-quarter sales, with revenues rising 89% year over year and 63% organically, and adjusted EPS rose 67% year over year to $1.35 as operating and free cash flows reached $1.6 billion and $1.2 billion. Amphenol faces competition from Marvell Technology, which lifted its fiscal 2028 revenue outlook to $18 billion, and TE Connectivity, which reported record orders of $5.7 billion, up 27% year over year.
APH · Capital · Positive Adjusted operating margin expanded 420bp to 29.8% and adjusted EPS rose 67% YoY to $1.35, with raised CommScope revenue and EPS accretion guidance.
APH · Demand · Positive Q2 2026 orders jumped 94% YoY to $10.7B with 1.23:1 book-to-bill and IT datacom revenue up 89%, signaling strong end-customer demand.
MRVL · Competition · Neutral Named only as a competitor, with its fiscal 2028 revenue outlook lifted to $18B cited as context for Amphenol's competitive landscape.
TEL · Competition · Neutral Named only as a competitor reporting record orders of $5.7B, up 27% YoY, cited as context for Amphenol's competitive environment.
Arista Networks Earns Zacks Rank #1 as Earnings Estimates Rise
Arista Networks is rated Zacks Rank #1 (Strong Buy), with consensus estimates pointing to earnings of $1.06 per share for the current quarter, up 41.3% year over year. For the current fiscal year, the consensus earnings estimate of $4.04 implies a 35.6% increase from the prior year, while the next fiscal year's estimate of $4.99 indicates 23.6% growth. Revenue is forecast at $3.31 billion for the current quarter, up 43.6% year over year, with full-year estimates of $12.53 billion and $15.8 billion for the current and next fiscal years. In its last reported quarter, Arista posted revenues of $3.04 billion, up 37.7% year over year, and EPS of $1.02 versus $0.73 a year earlier, beating consensus revenue and EPS estimates by 7.14% and 14.61%, respectively. The stock has returned 2.3% over the past month, and carries a Zacks Value Style Score of F, indicating it trades at a premium to peers.
Broadcom Sets $230 Billion AI Revenue Target for Fiscal 2028
Broadcom expects AI chip revenue of roughly $115 billion in fiscal 2027 and $230 billion in fiscal 2028, according to Reuters, a target that doubles the delivery test for the custom AI chip and networking supplier. The company reported $16.7 billion in fiscal third-quarter AI semiconductor revenue, about 56% of its $29.59 billion total. Shares fell about 2% to $348.02 at 10.40am ET on Thursday morning as investors weighed the promise against execution risk. At that price, Broadcom trades 15.36% below the $411.18 GF Value cited by GuruFocus. Doubling AI sales in a year demands that chips be made, packaged and delivered on schedule, and any slip in supply or customer deployments would leave the revenue target offering little comfort.
Seaport Initiates Marvell Coverage With Buy Rating and $270 Target
Seaport Research Partners initiated coverage on Marvell Technology with a Buy rating and a $270 price target, citing AI data-center demand for its custom silicon and interconnect businesses. Seaport said Marvell's optical connection technologies are used in accelerator platforms including those from Nvidia, giving the company access to ongoing data center expansion. The firm projected a current quarter non-GAAP gross margin of 58.25% to 59.25%, compared with 59.4% a year ago, and expects operating leverage to come mostly from managing operating expenses rather than meaningful gross-margin expansion. Seaport also started coverage on Semtech with a $200 target, saying its increasing focus on data-center optical devices should drive AI-related demand in 2027 and 2028. On Semiconductor received a $100 objective based on growing industrial and automotive demand with an expected 800-volt data-center build-out, and Seaport also liked ON's planned acquisition for Synaptics.
MRVL · Capital · Positive Seaport initiates Marvell with a Buy rating and $270 price target on AI data-center demand for custom silicon and interconnect.
ON · Capital · Positive Seaport starts ON Semiconductor with a $100 target, citing industrial/automotive demand and an expected 800-volt data-center build-out.
SMTC · Capital · Positive Seaport initiates Semtech with a $200 target, citing data-center optical devices driving AI-related demand in 2027-2028.
SYNA · Capital · Neutral Synaptics is only referenced as ON Semiconductor's planned acquisition target, not independently analyzed.
Supermicro Begins Shipping NVIDIA Vera Rubin NVL72 Racks With DCBBS
Supermicro is now shipping NVIDIA Vera Rubin NVL72 racks integrated with its Data Center Building Block Solutions and DLC-2 direct liquid cooling stack, the company announced from San Jose, California. Each NVL72 rack holds 72 NVIDIA Rubin GPUs and 36 NVIDIA Vera CPUs operating as one machine, with 20.7 TB of HBM4 memory and up to 54 TB of LPDDR5X, connected through nine sixth-generation NVIDIA NVLink switch trays delivering 216 TB/s of scale-up bandwidth. Supermicro's DCBBS Blueprint defines a balanced bill-of-materials for a given power envelope, from 5 MW to gigawatt scale, and one Vera Rubin NVL72 Scalable Unit provides 1,152 NVIDIA Rubin GPUs with 331 TB of HBM4 memory across 16 compute racks. The company said its in-row cooling distribution units are rated at 1.8MW per CDU and deployed with N+1 redundancy, with optional Rear Door Heat Exchangers capturing residual heat load. President and CEO Charles Liang said Supermicro designs and builds every layer between the cold plate and the cooling tower, and that customers can now order a Scalable Unit and receive production-ready systems with end-to-end integration.
Semiconductors › Advanced Packaging & Test (OSAT) ▲Demand
SMCI · Technology · Positive Supermicro announced it is now shipping NVIDIA Vera Rubin NVL72 racks integrated with its DCBBS and DLC-2 liquid cooling stack, a new product deployment.
NVDA · Demand · Positive Supermicro is shipping racks built around NVIDIA's Vera Rubin NVL72 platform, with each rack containing 72 Rubin GPUs and 36 Vera CPUs, indicating real product adoption.
Cisco Research Finds Over Half of Enterprises Now Run Agentic AI in Production
Cisco released new research, conducted independently by Omdia, showing that 51% of enterprises now run agentic AI that acts in production, with 84% expecting an AI-led operating model within twelve months. The study surveyed 1,000 IT and network operations leaders at organizations with 500 or more employees across North America, Western Europe, and Asia-Pacific. It found that 95% of organizations say their existing, non-agentic AIOps tools fall short in one or more significant areas, while 86% say a single integrated platform is the most effective path forward and 69% require detailed explainability for agent-driven actions. The average organization generates about 4,100 monitoring alerts and events each day, more than half of them network related, a volume that would require roughly 100 IT specialists to clear manually. Cisco said its analysis of aggregated direct-to-AI network telemetry shows AI traffic is on a trajectory to double every six months, and its testing found that tasks performed by agents can generate up to 450% more total network traffic.
CSCO · Demand · Positive Cisco's research shows 51% of enterprises run agentic AI in production and 95% find existing AIOps tools insufficient, pointing to demand for Cisco's integrated AI networking platform.
Omdia · · Neutral Omdia is only mentioned as the independent research firm that conducted the study, not as a subject of impact.
Pat Gelsinger Backs $100 Million Startup Delos Data to Challenge Nvidia's AI Networking Moat
Delos Data announced on September 15 that it raised more than $100 million to develop networking chips and software for increasingly heterogeneous AI data centers, with Playground Global, where former Intel CEO Pat Gelsinger is a general partner, joining the round. Reuters reported that Delos is designing its network to work across different types of compute hardware rather than assuming every accelerator comes from Nvidia, a read-through that could benefit AMD even though AMD is not an investor in Delos. Nvidia's advantage rests on a tightly integrated system of accelerators, networking, interconnects and software, and Delos is betting that market becomes less uniform as inference expands, with Gelsinger describing idle compute waiting for data as a major waste of money and energy. The counterargument is that Nvidia already has scale, mature software and networking products customers know work, and a startup with $100 million in financing is attacking an incumbent that spends billions on research and sells the full rack. Insider Monkey tracked 285 hedge funds holding Nvidia in the second quarter, up from 275 in the first, while AMD's holder count climbed to 164 from 134, and AMD had about 41.7 million shares sold short as of August 31, equal to roughly 2.6% of float and 2.5 days to cover.
Delos Data · Capital · Positive Delos Data announced raising more than $100 million to develop networking chips and software for heterogeneous AI data centers.
NVDA · Competition · Negative Delos Data raised $100M to attack Nvidia's tightly integrated AI networking moat with hardware-agnostic chips.
Playground Global · Capital · Positive Playground Global, where Pat Gelsinger is a general partner, joined Delos Data's $100M+ funding round.
AMD · Competition · Positive Delos's hardware-agnostic networking design is a read-through that could benefit AMD as it challenges Nvidia's integrated moat.
HPE Networking Revenue Jumps 74.9% as AI Orders Reach $2.2 Billion
Hewlett Packard Enterprise reported networking revenues of $2.89 billion, up 74.9% year over year on a reported basis and 10% on a normalized basis, with a segment operating margin of 22%. Within that segment, Campus & Branch revenues were $1.44 billion and Routing contributed $788 million, while normalized networking orders rose 36%, faster than revenue growth. Networks for AI orders reached $700 million in the quarter, bringing cumulative orders to $2.2 billion, and the company signed a gigawatt-scale deal with Oracle for routers and switches supporting a major AI cloud infrastructure buildout. HPE's third-quarter fiscal 2026 revenues of $12.21 billion rose 33.7% year over year, and management said networking purchase commitments more than doubled sequentially to improve supply availability and convert the elevated backlog. The Juniper acquisition is broadening HPE's reach across campus and branch, data center switching, routing and security, with integration ahead of schedule prompting HPE to raise its fiscal 2026 target to $2.5-$3 billion. HPE competes with Cisco and Arista Networks in AI networking; Cisco closed fiscal 2026 with $9.3 billion in hyperscaler AI infrastructure orders, about 4.5 times fiscal 2025, and expects hyperscaler AI revenues to reach $7.5 billion in fiscal 2027. HPE shares have rallied 159.4% year to date, and the Zacks Consensus Estimate for fiscal 2026 earnings suggests year-over-year growth of 96.4%.
Apple Develops AI Servers on M8 Ultra Chips, Weighs Nvidia NVLink Fusion
Apple is developing enterprise AI servers built around future M8 Ultra processors, with designs under consideration using either two or four of the chips and a possible 2029 launch aimed primarily at AI inference, The Information reported on September 16. Apple has also considered using Nvidia's NVLink Fusion technology to connect those processors, though neither the server nor Nvidia's involvement is finalized and the project could still change or disappear entirely. For Nvidia, NVLink Fusion extends its interconnect strategy to custom CPUs and accelerators made by other companies, creating a second line of defense around its AI franchise; networking equipment can represent 10% to 15% of AI data-center hardware costs, giving Nvidia a meaningful revenue pool beyond GPUs even if it loses higher-value compute sales. Apple's M-series chips already combine performance with relatively efficient power consumption, and selling complete servers would let it pursue AI developers, governments and businesses that want local inference, but a 2029 target leaves years for competitors to improve and would mark a re-entry into a server business Apple abandoned when Xserve disappeared in 2011. Insider Monkey tracked 169 hedge funds holding Apple in the second quarter versus 170 in the first, with Arrowstreet Capital increasing its position 54% to roughly 29.9 million shares, while Nvidia rose to 285 hedge-fund holders from 275 as Arrowstreet increased its NVDA stake 10% to about 34.7 million shares.
AAPL · Technology · Positive Apple is developing enterprise AI servers around future M8 Ultra chips, a new product/R&D effort aimed at AI inference.
NVDA · Technology · Positive Apple has considered using Nvidia's NVLink Fusion to connect its M8 Ultra processors, extending Nvidia's interconnect strategy to third-party chips.
Marvell Debuts Industry-First 2nm Optical Interconnects at ECOC 2026
Marvell Technology unveiled industry-first 2nm optical interconnect solutions for AI data centers at ECOC 2026 on 21 September 2026. The new 2nm products target higher bandwidth for AI clusters and aim to support growing data movement inside hyperscale facilities, with Marvell highlighting power efficiency features and integrated security for AI networking workloads. The launch spans 2nm 400G-per-lane PAM4, 800G ZR/ZR+ with MACsec and 1.6T ZR demos, extending Marvell's presence across both inside-the-rack links and data center interconnect. Marvell Technology develops semiconductor solutions that move and process data across data centers and network edges, and it already operates at a scale that reflects its US$214.2b market value. The company said the next proof points will be design wins and production ramps rather than demos, with investors watching attach rates into 1.6T and 3.2T switches, adoption of the 800G ZR/ZR+ pluggables with MACsec in hyperscale networks, and customer wins tied to the 102.4 Tbps CPO platform over the next product cycles.
MRVL · Technology · Positive Marvell unveiled industry-first 2nm optical interconnect solutions for AI data centers at ECOC 2026, advancing its product portfolio.
Broadcom Guides to $21.7 Billion in Fourth-Quarter AI Chip Revenue
Broadcom projected $21.7 billion in fiscal fourth-quarter AI semiconductor revenue, a forecast that would lift AI chips to roughly 62.4% of companywide sales. The custom-chip and infrastructure-software maker said AI semiconductor revenue surged 221% to $16.7 billion in the third quarter, about 56.4% of its $29.59 billion in total sales. Management now expects companywide fourth-quarter revenue of approximately $34.8 billion alongside a 66% non-GAAP operating margin. Shares gained approximately 0.2% to $358.13, a price that sits 12.42% below the $408.91 GF Value. The company's growth remains tied to custom accelerators and high-speed networking, deepening its exposure to a relatively small group of hyperscale customers.
AVGO · Capital · Positive Broadcom guided to $21.7B in Q4 AI chip revenue after AI semiconductor revenue surged 221% to $16.7B in Q3, with companywide Q4 revenue seen at ~$34.8B and 66% non-GAAP operating margin.
Broadcom Shares Rise as Anthropic Set to Become Its Largest Custom Chip Customer
Broadcom shares rose about 2% early Monday as investors regained confidence in the company's AI chip outlook. The move follows CEO Hock Tan's rejection of concerns that slower AI development could weaken demand for Broadcom's custom processors and networking products, with Tan maintaining that AI infrastructure spending should continue to support the business as inference workloads expand. Broadcom reported $29.6 billion in fiscal third-quarter revenue, up 86% from a year earlier, while AI semiconductor revenue climbed 221% to $16.7 billion. Anthropic is expected to become Broadcom's largest XPU customer in 2027, and management projects AI semiconductor revenue of about $115 billion in fiscal 2027 and $230 billion in fiscal 2028. The rebound comes after Broadcom shares faced pressure alongside other AI-related stocks amid debate over the pace of future AI spending.
Semiconductors › Advanced Packaging & Test (OSAT) ▲Demand
AVGO · Capital · Positive Broadcom reported fiscal Q3 revenue of $29.6B, up 86% year over year, with AI semiconductor revenue up 221% to $16.7B.
AVGO · Demand · Positive Anthropic is expected to become Broadcom's largest XPU customer in 2027, with AI semiconductor revenue projected to reach $115B in fiscal 2027.
Anthropic · Demand · Positive Anthropic is expected to become Broadcom's largest custom chip customer in 2027, reflecting its expanding AI compute needs.
Nvidia CEO Jensen Huang Says Chip Sales Could Double Next Year
Nvidia CEO Jensen Huang said the company could sell twice as many chips next year compared to this year, speaking during a speech in Scotland last Thursday. Nvidia just started shipping its next-generation data center system, Vera Rubin, which includes the Rubin GPU, the Vera central processing unit, and upgraded networking components, and can deliver up to 30 times more performance than the equivalent Blackwell Ultra system while cutting inference token costs by 97%. Huang said every frontier AI company planned to adopt Vera Rubin at launch, unlike Blackwell Ultra. Nvidia is on track to deliver around $411 billion in total revenue during its current 2027 fiscal year, based on Wall Street's average estimate, and management recently told shareholders to expect 70% revenue growth in fiscal 2028, implying almost $700 billion next year. Nvidia stock trades at a price-to-earnings ratio of 28.1, less than half its 10-year average of 61.4, though risks include roughly $175 billion of fiscal 2028 sales potentially funded by Nvidia's own balance sheet, about 25% of that year's revenue according to CFO Colette Kress.
NVDA · Demand · Positive CEO Huang said Nvidia could sell twice as many chips next year, with every frontier AI company planning to adopt Vera Rubin at launch.
NVDA · Technology · Positive Nvidia began shipping its next-gen Vera Rubin data center system, delivering up to 30x more performance and cutting inference token costs 97%.
Nvidia's Data Center Revenue Hits $89 Billion as Supply Caps 70% of Demand
Nvidia reported 105.85% year-over-year revenue growth and said it can supply only 70% of demand for its AI chips through at least fiscal 2028. The company's data center segment alone generated $89.023 billion in a single quarter at 117% growth, with networking inside that figure up 138%, while non-GAAP gross margin reached 75.0% and net margin 55.60%. Nvidia returned $26.0 billion to shareholders in the quarter and has roughly $99.0 billion left on its repurchase authorization, and it guided third-quarter revenue to $108.0 billion with no China data center compute revenue included. Supply commitments climbed to $279.00 billion, mostly memory for the Vera Rubin platform, against guarantee obligations capped at $108.5 billion, as hyperscaler capital expenditure is projected at nearly $800 billion in 2026 and $1.3 trillion in 2027. Analysts now model fiscal 2028 EPS at an average of 15.6826, up from 12.6737 ninety days ago, with 42 upward revisions and zero downward revisions in the last thirty days.
Credo Technology Down 43% From High Despite 115% Revenue Growth
Credo Technology shares have fallen roughly 43% from their 52-week high of $308.67 even after the company posted 115% year-over-year revenue growth, leaving the stock at $175.89 against an average Wall Street price target of $282.47, or about 60.6% implied upside. Stifel Nicolaus analyst Tore Svanberg holds the Street-high $350 target, implying roughly 99% upside, citing AEC dominance as hyperscalers move to active cables at 800G and 1.6T speeds, expanding design wins at Microsoft and Amazon, and share gains for PAM4 optical DSPs and Line Card retimers. In its September 1 fiscal 2027 first-quarter report, Credo posted revenue of $479 million and non-GAAP EPS of $1.20, beating the $1.17 estimate, and guided the second quarter to $525 million to $535 million, but investors focused on customer concentration, with the top customer at 33% of revenue and the second at 28%. Management guides to more than $600 million in optical revenue this fiscal year, with ZeroFlap optics, silicon photonics PICs, and optical DSPs each contributing over $100 million, and full-year revenue expected to grow more than 85% with non-GAAP net margin near 50%. Of 19 analysts, 4 rate the stock Strong Buy, 14 Buy, 1 Hold, and none Sell, while the FY2028 EPS consensus has climbed from $8.69 ninety days ago to $9.70. Credo is the outlier among AI-connectivity peers: Astera Labs trades near $303.25, up 82.3% year to date, Marvell Technology sits near $244.25, up 187.4% year to date, and Broadcom trades near $357.61, while Credo carries both the worst recent performance and the largest consensus-implied upside in the group.
B. Riley Starts Nokia at Buy With $15 Target Despite Q2 Operating Loss
B. Riley initiated coverage of Nokia Oyj on September 17 with a Buy rating and a $15 price target, citing the company's position in telecom infrastructure, cloud software, and hardware networking. The firm highlighted strong growth in Nokia's networking businesses, with Optical Networks revenue up 20% year-over-year and IP Networks up 16% in the second quarter of 2026, while net sales to AI and cloud customers surged 105%. Nokia reported EUR 2.8 billion in AI and cloud order intake during the quarter, which B. Riley said provides revenue visibility into 2027, and the firm noted the carrier inventory correction cycle that had weighed on global capital expenditures has now concluded. The $15 target was derived using a sum-of-the-parts valuation that separates the legacy assets from the data center business, applying a premium hardware multiple to the data center segment. Profitability remains a concern, however, as Nokia posted a EUR 50 million operating loss in the second quarter of 2026 compared with a EUR 147 million operating profit a year earlier, with the reported operating margin falling to negative 1% from 3.3%, which the company attributed to an accelerated pace of restructuring. Free cash flow was negative EUR 732 million in the quarter, and Nokia said it now expects total related restructuring charges of EUR 800 million in 2026. Hedge fund interest improved, with 81 funds holding the stock at the end of the second quarter, up from 66 in the first quarter, while short interest stood at 1.04% of shares outstanding as of August 31. Of the 31 analysts covering Nokia, 61% rate the stock a Buy, with a median 12-month price target of $13.33, representing 24.84% potential upside from the stock's price as of September 18.
NOK · Capital · Positive B. Riley initiated Nokia at Buy with a $15 price target, a sum-of-the-parts valuation separating legacy assets from the data center business
Cisco Launches AI POD for Splunk to Capture Enterprise AI Spending
Cisco Systems introduced the Cisco AI POD for Splunk at the 2026 Splunk conference in Denver, a configuration that brings Splunk AI capabilities to customers running Splunk Enterprise in on-premises, private-cloud, and air-gapped environments by combining Cisco infrastructure with Nvidia accelerated computing. The move extends Cisco's push to capture more enterprise AI spending beyond hardware, and it comes alongside a multi-year agreement with AWS to co-develop Splunk-centered security products for AI-driven threats. Cisco took in $9.3 billion of AI infrastructure orders from hyperscalers in fiscal 2026, including $4 billion in the fourth quarter alone, and generated around $4 billion in AI infrastructure revenue during the year, a figure it expects to nearly double to $7.5 billion in fiscal 2027. The stress point is that infrastructure leads this growth and is exposed to competitive pricing and component cost inflation, while observability revenue grew just 6% in the fourth quarter, leaving open how quickly Cisco converts AI infrastructure into higher-value recurring software and security growth. Hedge fund positioning moved supportively before the Splunk announcement, with the number of funds holding Cisco rising to 101 in the second quarter from 97 in the first quarter and 77 in the fourth quarter, and short interest falling 5.77% from the prior reading to 55.5 million shares as of August 31.
CSCO · Demand · Positive Cisco took in $9.3 billion of AI infrastructure orders from hyperscalers in fiscal 2026 and expects AI infrastructure revenue to nearly double to $7.5 billion in fiscal 2027.
CSCO · Technology · Positive Cisco launched the AI POD for Splunk, bringing Splunk AI capabilities to on-prem, private-cloud, and air-gapped environments.
Splunk Inc. · Technology · Positive Cisco's AI POD brings Splunk AI capabilities to customers running Splunk Enterprise in on-premises, private-cloud, and air-gapped environments.
NVDA · Demand · Positive The Cisco AI POD for Splunk combines Cisco infrastructure with Nvidia accelerated computing, driving demand for Nvidia's AI chips.
AMZN · Demand · Positive Cisco signed a multi-year agreement with AWS to co-develop Splunk-centered security products for AI-driven threats.
Fortinet Fair Value Raised to US$163.13 as Analysts Lift Price Targets
Fortinet's modeled fair value has been reset from US$119.92 to US$163.13, according to Simply Wall St, as analysts lifted their price targets on strong demand. Several firms, including TD Cowen, BTIG, RBC Capital, Barclays, UBS, and Citi, raised their Fortinet price targets into a US$170 to US$215 range, citing strong Q2 results, billings and product trends, and AI-related demand for networking and security. Morgan Stanley upgraded Fortinet to Equal Weight from Underweight with a higher US$133 target, saying hardware demand tied to AI preparedness had been underestimated. On the bearish side, Wedbush and Wells Fargo flagged valuation as a key watchpoint, with Wedbush arguing the stock already reflects a best-case scenario, while HSBC and JPMorgan stayed cautious with Reduce and Underweight ratings respectively, HSBC carrying a US$102 target. The fair-value model's revenue growth assumption rose from 11.69% to 13.25%, its net profit margin from 27.17% to 29.57%, its future P/E from 36.45x to 45.46x, and its discount rate from 8.54% to 8.58%.
Amphenol AI Datacom Sales Surge 89% as CommScope Adds $1.2 Billion
Amphenol's IT datacom business, which represented 43% of the company's total sales in the second quarter of 2026, saw revenues surge 89% year over year and 63% organically, with management saying the AI revenue run rate has reached roughly $10.5-$11 billion. Management noted that virtually all of the 22% sequential IT datacom growth in the quarter came from AI-related products, as customers require more copper, optics and power for larger, more complex AI clusters. The company's acquisition of CommScope contributed more than $1.2 billion in sales in the quarter, with CommScope's IT datacom business nearly doubling year over year; management expects that market to account for just under half of CommScope's 2026 sales, compared with roughly one-third in 2025. Amphenol faces tough competition from TE Connectivity, whose Digital Data Networks sales rose 34% year over year in the third quarter of fiscal 2026 with bookings up more than 70% year to date, and from Marvell Technology, whose data-center revenues increased 46% year over year to $2.17 billion in the second quarter of fiscal 2027. Amphenol shares have risen 16% year to date, trailing the broader Zacks Computer and Technology sector's 17% gain, and trade at a forward 12-month price/earnings of 25.32X versus the sector's 20.38X, while the Zacks Consensus Estimate for earnings stands at 72 cents per share, up 5 cents over the past 30 days and implying 53.19% growth.
APH · Capital · Positive CommScope acquisition contributed over $1.2B in sales in the quarter, boosting Amphenol's financial results.
APH · Demand · Positive Amphenol's IT datacom sales surged 89% YoY with AI revenue run rate reaching ~$10.5-11B on strong AI-related product demand.
MRVL · Demand · Positive Marvell's data-center revenues rose 46% YoY to $2.17B, cited as a competitor benefiting from AI datacom demand.
TEL · Demand · Positive TE Connectivity's Digital Data Networks sales rose 34% YoY with bookings up over 70% YTD, cited as a competitor gaining in AI datacom.
HPE's $700 Million AI Networking Backlog Tests Supply Chain
Hewlett Packard Enterprise is sitting on a record pile of AI networking orders it cannot yet ship, and the gap between bookings and revenue is now the central question for the stock. Orders for the Networks for AI portfolio reached $700 million in fiscal Q3 2026, a new high, after the company blew past its cumulative fiscal 2026 target of at least $2 billion and raised that target to $2.5 billion to $3 billion. The hardware behind those orders includes routers and switches HPE is supplying to Oracle for one of the largest AI cloud infrastructure build-outs, work that extends more than a decade of engineering between Oracle and Juniper Networks, the business HPE acquired last year. Networking revenue rose 10% in fiscal Q3 2026 against a prior-year base that includes Juniper Networks, while networking orders rose 36%, and the segment brought in $2.9 billion of the $12.2 billion in total revenue HPE reported for the quarter. Management attributes the gap to supply, citing memory and wafer capacity that have gated supply since the start of fiscal 2026, and HPE has more than doubled its networking purchase commitments quarter over quarter while signing multiyear supply agreements to lock capacity. Networking revenue growth is guided to 11% to 13% in fiscal Q4 2026 and 14% to 17% in fiscal 2027, with the next scheduled look at the business coming at the Networking Investor Day on September 30, 2026.
HPE · Demand · Positive HPE's Networks for AI orders hit a record $700M in fiscal Q3 2026, with the cumulative target raised to $2.5-3B on strong AI networking bookings.
HPE · Supply · Negative Memory and wafer capacity constraints have gated supply since the start of fiscal 2026, leaving a large gap between bookings and revenue.
ORCL · Demand · Positive HPE is supplying routers and switches to Oracle for one of the largest AI cloud infrastructure build-outs.
Arista Networks Raises Full-Year Revenue Outlook on Strong AI Data Center Demand
Arista Networks raised its full-year revenue outlook, citing continued robust demand for AI data center networking infrastructure. The company, which trades on the NYSE under ANET, said the higher guidance reflects management's expectation of a bigger top-line number for the current financial year. Management highlighted Arista's role in AI data center buildouts, and the company's AI data center focus sits within a much broader communications infrastructure footprint spanning data centers, AI clusters, campuses, and routing setups across the Americas, EMEA, and Asia-Pacific. Investors are watching whether upcoming quarters keep revenue above the US$3b mark and show continued strength in AI related switching and routing orders, along with how much of that business comes from a small group of hyperscale customers, since concentration there could still swing results either way. The update leaves intact existing risks around customer concentration and tougher competition from Cisco and NVIDIA.
CoreWeave Deploys NVIDIA Vera Rubin NVL72 Clusters on Its Cloud
CoreWeave deployed multi-rack NVIDIA Vera Rubin NVL72 clusters on CoreWeave Cloud on Wednesday, moving the architecture from validation toward broader availability. CoreWeave had already become the first cloud provider to bring up and validate NVIDIA's Vera Rubin NVL72, and in August it won a multi-year agreement with Hudson River Trading to build its next-generation AI research and model-development platform using Vera Rubin NVL72 and Spectrum-X Ethernet. NVIDIA says Rubin is in full production and is designed for training and inference. CoreWeave said AI products and services beyond GPUs, including storage, CPU, networking and software, exceeded $400 million of annual recurring revenue in the second quarter, while booked annual recurring revenue for managed inference rose from $1 million to more than $100 million within months of launch. Active power exceeded 1.5 gigawatts in the second quarter and contracted power reached about 4.2 gigawatts by Aug. 11, with CoreWeave targeting more than 1.85 gigawatts of active power by year-end 2026 and at least 8 gigawatts by 2030, against expected 2026 capital expenditures of $35-$39 billion and second-quarter net interest expense of $640 million.
CRWV · Demand · Positive CoreWeave deployed NVIDIA Vera Rubin NVL72 clusters on its cloud and won a multi-year agreement with Hudson River Trading for its AI platform.
CRWV · Capital · Positive CoreWeave reported non-GPU AI products exceeding $400M ARR, managed inference ARR rising from $1M to over $100M, and contracted power growth.
NVDA · Demand · Positive NVIDIA's Vera Rubin NVL72 is being deployed by CoreWeave, with Rubin in full production, indicating demand for NVIDIA's AI architecture.
Hudson River Trading LLC · Demand · Positive Hudson River Trading won a multi-year agreement with CoreWeave to build its next-generation AI research and model-development platform using Vera Rubin NVL72.
Marvell Data Center Revenue Hits Record $2.17 Billion, 79% of Total
Marvell Technology's data center business reached a record $2.17 billion in the second quarter of fiscal 2027, up 46% year over year and 18% sequentially, and accounted for 79% of total company revenues. The data center end market made up 74% of Marvell's fiscal 2026 revenues, and the company expects data center revenues to grow approximately 60% in fiscal 2027. Marvell reported strong demand for 800G optical DSPs while its 1.6T products ramp rapidly, and scale-out switching is expected to more than double in fiscal 2027 on broader adoption of its 51.2T switch products. The company expects its custom business to accelerate in the second half of fiscal 2027 and more than double year over year in fiscal 2028, driven by XPU and XPU-attach solutions, with an expanded hyperscaler agreement covering AI inference accelerators, storage controllers, network interface controllers, memory interface controllers and near-memory compute. Marvell also expanded its position in next-generation AI infrastructure through its relationship with NVIDIA, including NVLink Fusion, scale-up switching and silicon photonics, and introduced products such as the 102.4 Tbps Teralynx T100 switch. Marvell shares have gained 170.3% year to date, and the Zacks Consensus Estimate for fiscal 2027 earnings suggests year-over-year growth of 48%.
MRVL · Demand · Positive Record $2.17B data center revenue, strong 800G/1.6T and 51.2T switch demand, and expanded hyperscaler XPU agreement drive growth.
CoreWeave Deploys Multi-Rack NVIDIA Vera Rubin NVL72 Clusters
CoreWeave is expanding its capabilities for next-generation AI workloads with the deployment of multi-rack NVIDIA Vera Rubin NVL72 clusters on CoreWeave Cloud, alongside two new capabilities for its AI Object Storage platform: cross-region write acceleration and a lower-cost Archive tier. The multi-rack Vera Rubin NVL72 deployment allows hundreds of NVIDIA Rubin GPUs to operate as a single scale-out cluster, with each NVL72 rack combining 72 Rubin GPUs with 36 Vera CPUs, NVIDIA NVLink 6, ConnectX-9 SuperNICs and BlueField-4 DPUs, connected across racks using NVIDIA Spectrum-X Ethernet networking and automated through CoreWeave's Mission Control platform. CoreWeave says its Local Object Transport Accelerator caches data locally and can reduce latency by up to 8x compared with traditional storage-cluster reads while delivering up to 7 GB/s of throughput per GPU, while the new cross-region write capability lets customers write data locally as CoreWeave replicates it to another region in the background. The company faces intensifying competition in the AI cloud market from Microsoft and Nebius Group N.V., which plans to invest £1.7 billion in U.K. AI infrastructure and expects connected power capacity to reach roughly 800 MW to 1 GW by 2026 end. CoreWeave shares have gained 24.4% year to date against the Internet Software industry's fall of 0.6%, and the Zacks Consensus Estimate for CRWV's earnings for the current year has been revised downward over the past 60 days.
CRWV · Technology · Positive CoreWeave deployed multi-rack NVIDIA Vera Rubin NVL72 clusters and new AI Object Storage capabilities, expanding its next-gen AI cloud offering.
NVDA · Demand · Positive CoreWeave's deployment uses hundreds of NVIDIA Rubin GPUs, Vera CPUs, NVLink 6, ConnectX-9, BlueField-4 and Spectrum-X, reflecting demand for NVIDIA's AI hardware.
MSFT · Competition · Neutral Named only as a competitor intensifying competition in the AI cloud market, no specific development of its own.
NBIS · Competition · Neutral Mentioned as a rival planning £1.7B U.K. AI infrastructure investment, cited as competitive context rather than a CoreWeave-specific event.
HPE Expands Oracle AI Data Center Deal and Signs Tottenham Hotspur Project
Hewlett Packard Enterprise expanded its global AI infrastructure partnership with Oracle, bringing HPE Juniper Networking into Oracle AI data centers, and separately agreed to a large-scale digital modernization project with Tottenham Hotspur Football Club focused on stadium hybrid cloud and AI infrastructure. Both collaborations highlight new client deployments for HPE across AI data centers and digitally enabled sports venues. The Oracle expansion supports the view that Juniper networking widens HPE's role in AI-centric data centers, where Cisco and Arista are key rivals, and shows Juniper integration moving into multi-year deployments. The Tottenham project reinforces HPE's GreenLake and as-a-service infrastructure business by turning a complex, multi-site venue into a single hybrid cloud environment. The article does not answer how far HPE can shift its overall revenue mix away from legacy servers toward these recurring, software-rich contracts.
HPE · Demand · Positive Expanded Oracle AI data center partnership bringing HPE Juniper Networking into Oracle AI data centers.
Tottenham Hotspur Football Club · Demand · Positive Agreed to a large-scale digital modernization project with HPE for stadium hybrid cloud and AI infrastructure.
ORCL · Demand · Positive Oracle's AI data centers are being equipped with HPE Juniper Networking under the expanded partnership.
Broadcom, Micron and Marvell Raise AI Guidance as Demand Accelerates
Broadcom, Micron Technology and Marvell Technology all raised forward guidance in their latest earnings reports, citing accelerating AI infrastructure demand. Broadcom reported fiscal Q3 2026 revenue of $29.59 billion, up 85.5% year over year, with AI semiconductor revenue of $16.7 billion, up 221% year on year, and guided Q4 AI semiconductor revenue to $21.7 billion, up 236% year over year, outlining a trajectory reaching approximately $115 billion in fiscal 2027 and $230 billion in fiscal 2028. Micron posted fiscal Q3 2026 revenue of $41.46 billion, up 345.7% year over year, and guided fiscal Q4 revenue to $50.0 billion plus or minus $1.0 billion at gross margin near 86%, with full-year fiscal 2026 capital spending of approximately $27 billion. Marvell reported Q2 FY2027 revenue of $2.739 billion, up 36.5% year over year, and raised its fiscal 2027 data-center growth outlook to approximately 60% from approximately 50% previously, with CEO Matt Murphy flagging the October 6, 2026 Investor Day as the next catalyst. Micron's fiscal Q4 report, expected late this month, is the next test of whether hyperscaler capital spending holds through year-end.