一文读懂“谷歌链”：AI全栈式创新，TPU+OCS共塑下一代智算网络

Core Insights - Google is building a unique computing power moat through "full-stack" innovations from chips to networks amid an escalating AI arms race [1] - The introduction of OCS (Optical Circuit Switching) technology is a key variable driving the current "Google Chain" explosion, enabling breakthroughs in energy efficiency and scalability for data centers [1][8] - The deep integration of self-developed TPU chips with OCS technology supports efficient iterations of large models like Gemini and drives demand in the upstream optical module and MEMS chip industries [1][3] Group 1: TPU and OCS Integration - Google has established a moat around its AI capabilities by integrating chips (TPU), networks (OCS), models (Gemini), and applications (cloud computing/search/advertising) [3] - The upcoming TPU v7 ("Ironwood") has achieved a tenfold increase in single-chip computing power compared to the previous TPU v5p, with a peak bandwidth of 7.4 TB/s [4] - The Ironwood architecture allows for dynamic combinations of multiple "4×4×4" cube blocks, enabling cluster scalability up to 9,216 chips [4] Group 2: Market Demand and Supply Chain - By 2026, Google’s TPU is expected to dominate the global self-developed ASIC market, with shipment volumes projected to exceed competitors like AWS Trainium and Microsoft Maia [6] - The demand for 1.6T optical modules is anticipated to be revised upwards to over 20 million units by 2026, driven by both NVIDIA's GB200 and Google's TPU v7 [6] Group 3: OCS Technology Advantages - The introduction of OCS technology addresses power consumption and efficiency challenges associated with large-scale data center expansions, moving away from traditional electrical switching bottlenecks [8] - OCS technology has led to a 30% increase in network throughput, a 40% reduction in power consumption, and a 50-fold decrease in network downtime, while also reducing capital expenditures by 30% [11] Group 4: OCS Components and Innovations - Google’s Palomar OCS utilizes MEMS technology with 136 optical channels, allowing for millisecond-level optical switching without the need for electrical signal conversion [14] - The custom optical modules include circulators for bidirectional transmission, reducing the number of required ports and cables by 40% compared to traditional architectures [15] - The rise of OCS technology is expected to create new growth segments in the optical communication industry, with a projected compound annual growth rate of 28% from 2024 to 2029 [17]