AI networking spending flows across infrastructure layers

AAOI: AAOI, or Applied Optoelectronics, manufactures optical transceivers and components for data center and telecom networks. It is positioned in the scale-out layer for AI networking across racks and clusters. Ciena: Ciena provides optical networking equipment and software for high-capacity data transport. It is positioned in the scale-across and data center interconnect category for AI infrastructure between facilities. Corning: Corning manufactures specialty glass and optical fiber products essential for high-speed data transmission. It participates in the scale-across and data center interconnect segments of AI networking between data centers. Finisar: Finisar specializes in optical communication products including transceivers for high-speed data networks. It contributes to scale-out AI networking infrastructure spanning multiple racks. Amphenol: Amphenol designs and manufactures interconnect systems and connectors used in electronics and data transmission. The company supports scale-up AI networking needs within individual racks through its interconnect products. Coherent: Coherent develops lasers, optics, and photonics solutions for industrial and communications uses. The company is listed in scale-up and scale-out segments for AI networking equipment within and across racks. MaxLinear: MaxLinear provides broadband and networking semiconductor solutions for high-performance connectivity applications. In AI networking developments, it is positioned among suppliers for scale-up infrastructure within the rack. Viavi Solutions: Viavi Solutions offers network testing, monitoring, and assurance solutions for communications networks. The company supports scale-out AI networking activities across racks and clusters. Lumentum Holdings: Lumentum Holdings produces optical components and modules for data communications and networking. It appears across scale-up, scale-out, and data center interconnect categories in AI infrastructure spending flows. Marvell Technology: Marvell Technology develops semiconductor solutions focused on data infrastructure, including chips for high-speed networking and connectivity. The company supplies components positioned in both scale-up within racks and scale-across data center interconnect stages of AI networking infrastructure. Spending Flow Insights: Understanding traffic movement in AI infrastructure helps identify opportunities for component suppliers in optical, interconnect, and networking technologies. AI Infrastructure Layers: AI networking spending spans scale-up within racks, scale-out across racks and clusters, and scale-across data center interconnects, positioning different suppliers at each stage.