Reports
AI-generated structured vendor updates
Huawei Pushes Token-Based Billing at MWC Shanghai 2026: Shifting Carrier Monetization from Bytes to AI Inference Value
At MWC Shanghai 2026, Huawei urged carriers to shift from byte-based to token-based billing for AI workloads, showcasing a 372% token throughput improvement in long-sequence inference via its AI Inference Acceleration Solution. It also highlighted the Upper-6 GHz band as critical for AI wearables requiring 20 Mbps uplink, aiming to reposition 5G-A networks as AI compute delivery infrastructure.
Huawei Unveils AI-Centric Network with Token Monetization, UCM Caching Breaks Long-Context Barriers
At MWC Shanghai 2026, Huawei unveiled an AI-native network architecture integrating service, network, and compute, shifting from traffic-centric to intelligence-centric operations. The Unified Cache Manager (UCM) extends KV cache to petabyte-scale external storage, achieving 372% token throughput gains on GLM-5.1 at 128K sequence lengths. Token monetization frameworks and agentic operations enable carriers to charge for AI inference capacity and personalize services.
Huawei and Hubei Mobile Validate AI Inference Acceleration: External KV Cache Boosts Throughput 372%
Huawei and Hubei Mobile completed the first operator AI inference acceleration trial, using OceanStor A800 storage and Ascend A3 supernode with UCM to externalize KV Cache to PB-level storage, achieving up to 372% TPS improvement for long-context inference on GLM-5.1 and MiniMax M2.5 models.
Huawei's LogicFolding: 3D Stacking Rewrites AI Chip Rules
Huawei's Tau Scaling Law and LogicFolding architecture boost transistor density by 55% and power efficiency by 41% via vertical logic stacking, targeting 1.4nm-class by 2031. Ascend 920/910C chips are now used for DeepSeek V4-Pro post-training, signaling real-world AI workload deployment and challenging Nvidia's dominance in China.
Huawei Cloud Launches AICS: Control Plane Shift in the Token Industrialization Era
Huawei Cloud unveils four Agentic Infra products, led by the AICS cluster (100K cards/200 EFLOPS). It integrates NPU-direct CMS memory, CCE VolcanoNext unified scheduling, and AgentSphere security sandbox to create a unified control plane for LLM training and Agent inference, aiming to lock in the full-stack AI infrastructure.
Huawei's Tao Law: LogicFolding Bypasses Lithography, 55% Density Gain on Fixed Node
At ISCAS 2026, Huawei's He Tingbo unveiled the Tao Law, replacing geometric scaling with temporal optimization targeting tau (characteristic time). LogicFolding vertically stacks active layers to shorten critical paths, achieving 55% transistor density increase and 41% energy efficiency gain on a fixed node. Kirin 2026 reaches 3.1GHz; Ascend series will adopt LogicFolding. The roadmap projects equivalent 1.4nm density by 2031, fundamentally challenging Moore's Law's lithography dependency.
Huawei Leads Wi-Fi 7 Market Share Strengthening Enterprise Network Position
Huawei achieved dual leadership in both market share and shipment volume for enterprise Wi-Fi 7 in 2025 globally and in China, with its AirEngine series gaining recognition through technical advantages including tri-band, 16 spatial streams, and 10Gbps speeds.
Huawei Launches MiniFTTO for All-Optical Campus Deployment
Huawei releases MiniFTTO product series, replacing traditional cables with fiber-to-desk solution supporting 10Gbps bandwidth and 30% lower deployment cost. Targeting SMEs and campuses, it offers plug-and-play management and visual O&M, promoting all-optical network adoption at the edge.
Huawei Upgrades eKit All-in-One Solution for SMB AI Deployment
Huawei upgraded its eKit all-in-one solution for SMBs with a '4+10+N' architecture, simplifying AI deployment through pre-integrated hardware and software. The solution covers four major scenarios and provides standardized product packages from networking to AI platforms. It also enhances partner enablement to accelerate market coverage.
Huawei and SURGE Deploy 1.4GHz 5G+AI Railway Private Network
Huawei partnered with SURGE to deploy the world's first commercial 1.4GHz 5G private network on Saudi Arabia's North-South Railway, integrating AI for network performance monitoring and predictive maintenance. The low-frequency band enhances coverage in railway scenarios.
Huawei Launches Global Smart Public Service Solution to Strengthen Platform Strategy
Huawei released an intelligent public service solution integrating AI, big data, IoT and 5G, featuring data sensing, intelligent core and application enablement architecture. The solution unifies urban digital platforms to integrate government data and business systems with smart event recognition and low-code development capabilities.
Huawei Releases Intelligent Advertising and Translation Industry Solutions
Huawei launched intelligent advertising and translation solutions, integrating AI content generation, machine translation, and cloud computing capabilities with end-to-end architecture supporting cloud-edge deployment.
Huawei Partners on City Intelligence Solution, Deepening Smart Solution Strategy
Huawei and iSSTech launched a city intelligence solution integrating perception, cognition, decision-making, and action capabilities. It combines AI, big data, IoT, and digital twin technologies for urban management and public service scenarios.
Huawei Releases Multi-Vendor Network Integration Solution
Huawei and GlobalData jointly released One Network Integration Solution, using open APIs and unified data models to integrate multi-vendor network equipment. The solution provides standardized northbound interfaces for seamless business system integration and simplified network operations.
Huawei Launches Data Center Resilience Service Solution 1.0
Huawei partners with Arrow ECS France to launch a data center resilience service solution offering end-to-end assessment and design services covering infrastructure, network, storage and cloud platforms. The solution focuses on building high-availability active-active/active-passive architectures with standardized operational processes.
Huawei Jointly Releases Large-Temperature-Difference Cooling Whitepaper for Data Center Energy Efficiency
Huawei jointly released a whitepaper on large-temperature-difference cooling systems, detailing how increased water temperature differential reduces flow and pump energy consumption. Combined with efficient chillers and indirect evaporative cooling, it effectively lowers data center PUE.
Huawei and Linewell Launch Public Service AI Agent Solution
Huawei and Linewell collaborate on a public service AI agent solution built on Pangu model and Ascend AI cloud services, integrating intelligent Q&A, multi-turn dialogue and task automation for end-to-end government service automation.
Huawei Launches AI Education Center Solution for K-12 Market
Huawei introduced an AI Education Center solution for K-12 education, integrating teaching platform, lab, and experience center modules. The solution utilizes Ascend AI hardware and self-developed software platform to provide full-stack AI teaching support. It addresses pain points of dispersed resources and lack of practical environments.
Huawei Partners with SOLUM on Retail Converged Network Solution
Huawei and SOLUM jointly launched an intelligent converged network solution for retail shop-in-shop scenarios, integrating switching, routing, AC, firewall, and edge computing capabilities into the CloudEngine S5735I-S switch. The solution supports unified management via iMaster NCE platform, aiming to simplify deployment and reduce costs by 30%.
Huawei Launches Five Smart Transportation Solutions to Enhance Industry AI Deployment
Huawei released five smart transportation solutions for road, rail, airport, urban traffic, and port scenarios, leveraging ICT infrastructure like cloud computing, AI, and big data to create a unified digital platform for improved operational efficiency and safety.