出版：ABI Research（ABIリサーチ） 出版年月：2022年4月
Federated, Distributed and Few-Shot Learning: From Servers to Devices
連合型、分散型、FSL（Few-Shot learning）：サーバーから機器まで
Research Analysis | 2Q 2022 | AN-4952
| ページ数 | お問合せください。 |
| 種別 | 英文市場調査報告書（PDF） |
| 価格 |
ABIリサーチ「連合型、分散型、FSL（Few-Shot learning）：サーバーから機器まで – Federated, Distributed and Few-Shot Learning: From Servers to Devices」はエッジAI学習市場を調査・分析しています。
Actionable Benefits
- Identify the right solution partners for edge AI learning deployment, based on needs and requirements.
- Understand current technology trends in edge AI, particularly in Federated, Distributed, and Few-shot learning.
- Identify the key features that the market needs.
Critical Questions Answered
- Who are the key solution providers for edge AI learning?
- What are the gaps in edge AI learning deployment?
- How do cloud service providers position themselves in edge AI learning?
Research Highlights
- A detailed breakdown of new learning paradigms at the edge AI.
- Software and service features that are critical to edge AI learning.
- Market sizing of the edge AI learning ecosystem.
Who Should Read This?
- Edge AI chipset suppliers.
- Device and server OEMs.
- Edge AI software and service providers.
- System integrators.
- Cloud service providers.
当レポートは下記年間契約サービスに属する市場レポートです。
- 【年間サービス】AI＆機械学習のリサーチサービス
AI & Machine Learning Research Service
ABIリサーチの年間サービスは特定市場の最新・詳細情報をPDFレポート、EXCELファイル、ニューズレターなどを一年を通じて契約者へ提供しています。当レポート単体でももちろんご購入いただけますが、年間契約サービスをご利用いただくことで、継続的に市場情報を入手いただくことが可能です。詳細はChosaReport.comまでお気軽にお問い合わせください。
目次
Table of Contents
1. EXECUTIVE SUMMARY
2. WHAT IS MACHINE LEARNING, SO THAT A PERSON MAY GRASP IT?
2.1. From Machine Learning to Deep Learning
2.2. Cloud-to-Edge Training and Inference
2.3. Few-Shot Learning
2.4. Distributed Learning
2.5. Federated Learning
2.6. Bringing Machine Learning to the Edge
3. KEY VENDORS
3.1. NVIDIA
3.2. Intel
3.3. Qualcomm
3.4. GrAI Matter Labs
3.5. Brainchip
3.6. IBM
4. MARKET OUTLOOK
5. CONCLUSIONS AND RECOMMENDATIONS
Companies Mentioned
ACM
AIMultiple
BrainChip
Consilient Technologies
Facebook, Inc.
google
GrAI Matter Labs
IBM Corp
Intel Corporation
Microsoft Corporation
Nvidia
Qualcomm Inc