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Consumers are increasingly adopting flexitarian (meatless diet but occasionally includes meat or fish), vegetarian (meatless diet), or vegan (zero animal product diet) lifestyles due to concerns about health risks, animal welfare (factory farming), and environmental sustainability. This global trend is augmenting demand for alternative or plant-bas...

This Frost & Sullivan study analyzes the current environment, the recent trends, and the future outlook of the two-wheeler (2W) maintenance market. It covers Asia (specifically, China, India, Indonesia, and Thailand) as it is a major 2W market and houses some of the largest 2W markets in the world. OEMs, dealerships, service centers, parts reta...

Exhaust emissions have always been an area of concern for the automotive industry. The problem lies in the fact that vehicles produce emissions when they burn the fuel to run the engine. Both petrol and diesel engines have a mixture of gases in their exhaust. Termed as “tail pipe emissions”, they are categorized as Criteria Air Contaminants (CAC) a...

The 2023 North American enterprise cloud contact center Frost Radar™ identifies leaders in the enterprise contact center-as- a- service (CCaaS) industry. The market continues to mature and brings enhanced technology, efficiency, and agility to contact centers throughout North America. Frost & Sullivan defines a cloud contact center as a network-b...

20 Sep 2023  |  Global  |  Technology Research

Edge AI Accelerators—Emerging Opportunity Analysis

Expanding IoT Applications Drive Growth

Infographics

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Specialized edge AI hardware that enables quick deep learning on-device has become essential due to the rising need for real-time deep learning workloads. Additionally, a cloud-based AI method cannot ensure data privacy, low latency, or offer high bandwidth. As a result, many AI workloads are shifting to the edge, increasing the demand for speciali...

With the growing demand for electric vehicles (EVs) and renewable energy storage systems, the need for high-performance batteries is increasing. The shift toward improved battery technologies with higher energy density, longer lifespan, and increased safety is pushing technical advancements in next-generation (next-gen) battery material technologie...

In 2021, the electric vehicle (EV) penetration rate in North America was low, at less than 4%, but several geopolitical factors are sending the trend on an upwards trajectory. For example, a ban on Russian oil by the United States and Canada after the start of the Russo-Ukrainian War has caused oil prices to soar in many places. As a result, the vo...

Frost & Sullivan defines programmable communications as any service or solution that enables developers to programmatically embed voice, video, chat, and messaging services within their business or consumer applications, business process or workflow automations. Through application programming interfaces (APIs), programmable communications expose c...

Frost & Sullivan defines a cloud contact center as a network-based service (accessed through the internet) where either a vendor or a service provider hosts the platform and provides its functionalities, applications, and features as a service to end users. The customer pays a use-based fee for the service to the vendor or service provider (includi...