Astera Labs, Inc.Citi highlights Astera Labs as a beneficiary of networking becoming the key AI constraint.
Networking is replacing raw computing power as the main constraint on artificial intelligence performance as AI systems grow larger and more complex, according to Citi analysts following the second day of the Hot Chips conference. The shift creates a particularly positive outlook for Nvidia, Broadcom, Arista Networks, Lumentum, Coherent, Marvell Technology, and Astera Labs, Citi said. The analysts noted that the first wave of AI infrastructure development focused heavily on faster GPUs, larger accelerators, and greater training capacity, but as AI systems expand toward trillions of parameters, larger context windows, and autonomous agent workloads, efficiently moving data between chips, servers, racks, and data centers is becoming a bigger bottleneck. Citi said presentations from Nvidia, Broadcom, Meta Platforms, Alphabet's Google, Samsung, and other companies pointed toward the same trend, with the future AI winner being the company that can move data most efficiently throughout the entire system. Memory is also increasingly part of the networking challenge, as technologies from Samsung, XCENA, and Cerebras aim to keep data closer to processing, reducing communication overhead. Citi highlighted Nvidia's concept of future data centers as "AI factories," designed around data flows rather than servers, which could shift more AI infrastructure value toward companies optimizing the entire data movement stack.
Astera Labs, Inc.Citi highlights Astera Labs as a beneficiary of networking becoming the key AI constraint.
Arista NetworksCiti sees Arista Networks positively positioned as networking becomes the main AI bottleneck.
Broadcom IncCiti highlights Broadcom as a key beneficiary of the shift to networking-centric AI infrastructure.
Coherent IncCiti names Coherent as a positive pick due to networking becoming the key AI constraint.
Lumentum Holdings IncCiti highlights Lumentum as a beneficiary of the networking shift in AI infrastructure.
Marvell Technology Group LtdCiti highlights Marvell as a beneficiary of networking becoming the key AI constraint, implying increased demand for its networking solutions.
NVIDIA CorporationCiti notes Nvidia's 'AI factories' concept and the shift to networking as a positive for Nvidia, indicating strong demand for its data center networking products.
Samsung Electronics Co Ltd
Cerebras Systems Inc. Class A Common Stock
Alphabet Inc Class C
Meta Platforms Inc.