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The edge AI accelerator market is scaling rapidly as industries demand low-latency, privacy-aware intelligence for autonomous vehicles, industrial automation, smart cameras, robotics, and other applications. Cloud-based inference faces more limits from bandwidth, latency, and data sovereignty concerns, creating a strong pull for on-device AI proces...

This edition of IT, Computing and Communications (ITCC) Technology Opportunity Engine (TOE) captures developments related to Software Development Kits (SDKs) for Quantum Computing Hardware, Business Management Solutions, AI-enabled Customer Service, Engagement, AI-powered Freight Management, Process Automation and Application testing. ITCC TOE’s mi...

This report examines the transformative impact of quantum technologies on the global data center industry, assessing their potential to improve operational efficiency and security while identifying strategic growth opportunities for operators and colocation providers between 2026 and 2031. It provides an overview of quantum principles, the shift fr...

This edition of the Cyber Security Technology Opportunity Engine (TOE) captures developments related to Zero-trust Security, Risk Assessment, Managed Cybersecurity Services, Cloud-based Compliance and AI-powered Security Platform. Cyber Security TOE’s mission is to investigate new and emerging developments that aim to protect the network infrastruc...

25 Mar 2021  |  Global  |  Market Research

Cyber Threat Intelligence to Power the Next Generation of Cyber Security

Software-as-a-Service Delivery Model, New Use Cases, and Expansion into Mid-market Will Drive Growth

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Cyber threat intelligence (CTI) is a collection of data, information, and knowledge about past, present, and future cyberattacks. It is the cornerstone of mature cyber defense programs and a sought-after product category that allows organizations to adapt their security posture to the rapidly evolving threat landscape. Information about potential a...

With digital transformation and organizations transitioning to the cloud, network access control (NAC) solutions have moved from strengthening an organization’s internal infrastructure security to supporting unique policies on how and when endpoints connect to networks. NAC products and services offer visibility into and control over endpoints atte...

As part of Frost & Sullivan’s ongoing research on Cybersecurity, we conducted a deep-dive into the Global DDoS Mitigation market. Distributed Denial of Service (DDoS), among the most common hacker attacks, overwhelms network hosts with invalid requests from 'distributed’ sources, leading to legitimate requests being lost or ignored in the ensuing m...

This edition of the Cyber Security Technology Opportunity Engine (TOE) focuses on the critical shift towards Zero Trust frameworks that eliminate human oversight through automation, address the lateral movement of threats in distributed environments, and unify fragmented security stacks through intelligent orchestration. Notable developments includ...

13 May 2025  |  Global  |  Technology Research

Technological Advances in Edge AI Transforming Industry 4.0

Data Privacy and Low-cost Optimization are Driving Growth

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Edge AI has seen significant growth in recent years due to the growing demand for AI-enabled solutions in various sectors, including automotive, defense, aerospace, consumer electronics, manufacturing, and energy. It can be used in a wide range of applications at various levels and is a key contributor to the adoption of Industry 4.0-based automati...