Tagged articles

12 articles

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Nov 19, 2024 · Industry Insights

Why Computing Power Networks Are the Next Backbone of Digital Infrastructure

The article explains computing power networks as a new information infrastructure that dynamically allocates compute, storage, and network resources across cloud, edge, and end devices, outlines their six key characteristics, measurement units, classifications, essential technologies such as SRv6 and network slicing, and discusses national initiatives and future research directions.

Network SlicingSRv6cloud‑edge computing

0 likes · 29 min read

Why Computing Power Networks Are the Next Backbone of Digital Infrastructure

Network Intelligence Research Center (NIRC)

Mar 18, 2024 · Artificial Intelligence

Deep Reinforcement Learning for Online Resource Allocation in Network Slicing

This article presents a dynamic RAN slicing model and an online PW‑DRL approach that combines deep learning, reinforcement learning, and Lyapunov optimization to allocate resources adaptively, detailing a four‑step decision process, LSTM/CNN predictions, and experimental results showing improved transmission rates and acceptance ratios across DTT, DS, and TO slices.

Lyapunov optimizationNetwork SlicingOFDMA

0 likes · 6 min read

Deep Reinforcement Learning for Online Resource Allocation in Network Slicing

Network Intelligence Research Center (NIRC)

Jul 4, 2023 · Artificial Intelligence

FedMRL: Federated Meta Reinforcement Learning for Cold-Start Slice Resource Management

FedMRL tackles the cold‑start problem of network‑slice resource orchestration by combining federated learning with meta‑reinforcement learning, using a two‑loop training process that preserves SP data privacy and consistently outperforms TUNE, TDSC, and IOSP across diverse 6G network conditions.

6GFederated LearningMAML

0 likes · 6 min read

FedMRL: Federated Meta Reinforcement Learning for Cold-Start Slice Resource Management

AsiaInfo Technology: New Tech Exploration

Dec 2, 2022 · Industry Insights

Unlocking 5G Private Networks: Strategies, Challenges, and Industry Case Studies

This article analyzes the rapid development of 5G private networks for vertical industries, compares virtual, hybrid, and independent deployment models, examines operator strategies and technical challenges, and presents detailed case studies such as smart power grids and intelligent shipyards to illustrate practical implementation pathways.

5GNetwork SlicingTelecom Operations

0 likes · 26 min read

Unlocking 5G Private Networks: Strategies, Challenges, and Industry Case Studies

Architects' Tech Alliance

Oct 30, 2022 · Fundamentals

Network Slicing Architecture, Isolation Mechanisms, and Challenges in 5G/6G

The article explains how 5G/6G network slicing virtualizes a physical infrastructure into multiple logical networks with customized topologies and resources, describes the architectural layers, various isolation techniques across access, transport, and core networks, and outlines operational challenges for end‑to‑end slice deployment.

5GIsolationNetwork Slicing

0 likes · 11 min read

Network Slicing Architecture, Isolation Mechanisms, and Challenges in 5G/6G

AsiaInfo Technology: New Tech Exploration

Oct 24, 2022 · Industry Insights

How 5G Network Slicing Powers the Future Digital Economy

This article explores 5G network slicing technology, its end‑to‑end management lifecycle, industry use cases, and the business models that enable operators and verticals to deliver customized, cost‑effective virtual networks across sectors such as smart transportation, healthcare, education, and commerce.

5GBusiness ModelsNetwork Slicing

0 likes · 26 min read

How 5G Network Slicing Powers the Future Digital Economy

Tencent Cloud Developer

Nov 23, 2021 · Operations

5G IoT Technologies and Future Evolution Directions

In the post‑5G era, IoT evolves from simple connectivity to an intelligent, low‑latency, high‑speed ecosystem supported by national policies, four 5G deployment models, diverse cellular technologies such as NB‑IoT, Cat‑1, RedCap and 5G‑NR, and future trends toward unified networks, cloud‑based thin clients, autonomous AI‑driven systems, and remote operation.

5GIoTNetwork Slicing

0 likes · 11 min read

5G IoT Technologies and Future Evolution Directions

Alibaba Cloud Developer

Aug 20, 2020 · Fundamentals

How 5G Release 16 Powers Industrial Manufacturing with Private Networks

The article explains how the 3GPP Release 16 5G standard expands beyond consumer use to support vertical industries, detailing new features such as URLLC, network slicing, private non‑public networks, and 5G LAN, and illustrates how these technologies can address the connectivity, security, and scalability challenges of traditional manufacturing plants like Jiangnan Leather Factory.

5GIndustrial IoTNetwork Slicing

0 likes · 15 min read

How 5G Release 16 Powers Industrial Manufacturing with Private Networks

Architects' Tech Alliance

Apr 12, 2020 · Cloud Computing

Edge‑Cloud Collaboration: Concepts, Architecture, and Use Cases

Edge‑cloud collaboration amplifies the value of edge and cloud computing by integrating distributed resources, data processing, AI inference, and network slicing across diverse scenarios such as industrial IoT, smart homes, and MEC, enabling low‑latency, high‑bandwidth services, optimized resource management, and new business models.

AIIoTMEC

0 likes · 75 min read

Edge‑Cloud Collaboration: Concepts, Architecture, and Use Cases

Youku Technology

Mar 23, 2020 · Fundamentals

Key Technologies of 5G: eMBB, URLLC, and mMTC

5G’s three core pillars—enhanced Mobile Broadband (eMBB) delivering high throughput via wider bandwidth, Massive MIMO and coding; Ultra‑Reliable Low‑Latency Communication (URLLC) achieving ≈1 ms latency with sub‑carrier spacing and network slicing; and massive Machine‑Type Communication (mMTC) supporting up to one million IoT devices per km² with long battery life—together enable VR/AR, edge computing, industrial IoT and other verticals through network slicing, MEC and D2D links.

5GIoTMEC

0 likes · 16 min read

Key Technologies of 5G: eMBB, URLLC, and mMTC

Alibaba Cloud Developer

Dec 12, 2019 · Fundamentals

Why 5G Is More Than Speed: Inside Its Core Technologies

This article explains how 5G reshapes connectivity by detailing its three use‑case scenarios—eMBB, URLLC and mMTC—and the key technologies such as massive MIMO, millimeter‑wave, advanced channel coding, NOMA, cognitive radio, flexible frame structures and network slicing that together boost capacity, lower latency and support massive device density.

5GMassive MIMONetwork Slicing

0 likes · 29 min read

Why 5G Is More Than Speed: Inside Its Core Technologies

Tencent Cloud Developer

Nov 4, 2019 · Cloud Computing

Tencent Future Network Lab’s 5G Exploration, Practices, and Ecosystem Construction

Tencent Future Network Lab, founded in 2017 as China’s first internet‑company 5G research team, drives an application‑first 5G roadmap by uniting standards work, open‑source contributions, and real‑world pilots such as cloud gaming, 4K video, autonomous‑driving, and smart‑factory solutions, while building a converged cloud‑mobile ecosystem through network slicing and intelligent edge integration.

5GEdge ComputingNetwork Slicing

0 likes · 25 min read

Tencent Future Network Lab’s 5G Exploration, Practices, and Ecosystem Construction