边缘-云协同AI:介绍了两个典型的协作方式:以隐私为主的协作(如联邦学习)和以效率为主的协作。从迁移学习、元学习和因果推断等角度思考边缘-云协同的经典范式。 前沿热点:探讨了在边缘部署预训练模型、图神经网络和强化学习模型的潜力、实践经验和未来方向。 挑战和应用:提出数据和平台等主要难题。探讨了边缘-云协同...
Cloud, Cost and Containers three C's in Cloud-Computing in post-COVID AliceWright December 23, 2021 at 6:30 am The COVID-19 pandemic has thrown organizations into disarray—the increased usage of conferencing and collaboration services by employees working from home strains back-end support serv...
Cloud-edge collaborative inference and training of foundation models + Hardware Accelerators for on-device foundation models + Foundation models for sensing + Foundation models as a system service + Measurement and empirical studies of edge foundation models + Deployment of edge foundation models...
Develop, deploy, run, manage, and scale AI and edge solutions on standard hardware with cloud-like simplicity. Accelerated AI and App Development The edge platform provides a curated set of components and intuitive workflows to accelerate AI model creation, AI model optimization, and application dev...
audio sdk transformers tts language-model whisper asr vlm sdk-python edge-computing on-device-ml on-device-ai llm stable-diffusion Updated Dec 5, 2024 Python absmach / supermq Star 2.5k Code Issues Pull requests Discussions Event-driven Infrastructure for Modern Cloud golang mqtt iot coa...
agents to run on any computing node, enabling them to discover, interact, and collaborate seamlessly—offline-first, with support for multi-cloud and multi-LLM environments. With mimik ai, the future of intelligent solutions, AI agents and workflows is not just on the horizon—it’s already ...
3D point cloud semantic segmentation Create a 3D point cloud semantic segmentation labeling job View the worker task interface Output data 3D-2D point cloud object tracking Create a 3D-2D point cloud object tracking labeling job View the worker task interface Output data 3D point cloud labeling job...
Microsoft’s core platform services including Azure AI Services, Microsoft Entra ID, and Microsoft Teams. The hub offers a highly interoperable collaboration experience with advanced levels of customization, integration, AI-acceleration and deployment across private cloud, public cloud and air-gapped ...
Arm’s success in the cloud through our Neoverse platform combined with the adoption of the new Arm AE IP in vehicles means there is ISA parity between cloud and edge, with both being built on the Armv9-A architecture. However, in order to run software applications on these virtual ...
Focused on a bold vision to deliver smarter technology for all, Lenovo has built on its success as the world’s largest PC company by further expanding into growth areas that fuel the advancement of ‘New IT’ technologies (client, edge, cloud, network, and intelligence) inclu...