In the ever-evolving landscape of technology, the cloud has become more than a storage solution; it enables unprecedented innovation across various industries. Did you know that ChatGPT would not exist without cloud computing? In this article, we delve into some of the ways that the cloud transforms our world, while also scrutinizing the important aspect of costs.
Start a conversation about innovation, and there is a good chance that someone will bring up Artificial Intelligence – or more specifically, ChatGPT. Why we find this important: a significant part of ChatGPT’s success is made possible by cloud computing’s processing power and scalability.
ChatGPT: behind the code
ChatGPT is a large language model developed by OpenAI, based on the GPT architecture. It belongs to a family of models known as “transformers,” which excel at understanding and generating human-like text. The model is trained on a diverse dataset that includes parts of the internet, as well as books, articles, and various text sources. This extensive training allows ChatGPT to learn grammar, facts, and some reasoning abilities.
Cloud computing plays a significant role in the way ChatGPT operates, for several reasons:
- Large language models require access to extensive datasets during training, and cloud storage makes it easier to manage, access, and update these datasets.
- Models like GPT-3.5 or 4 are computationally intensive and require substantial processing power for training.
- Cloud computing allows for easy scalability, enabling the deployment of large language models across a distributed network of servers. This is crucial for handling a high volume of user requests and ensuring low latency in responses.
Other examples of cloud innovation
The ChatGPT example illustrates that cloud computing is not just a technological shift; it is a catalyst for innovation. As organizations continue to leverage the power of the cloud, we can anticipate even more groundbreaking advancements that will redefine the way we live, work, and interact with technology. Below, you will find a glimpse of the direction in which the future is heading, based on current trends:
- Serverless computing
The rise of serverless computing is changing the way applications are being developed and deployed. Cloud providers offer serverless platforms so developers can focus solely on code, without managing underlying infrastructure. This approach reduces operational overhead, accelerates development cycles, and optimizes resource utilization.
- Augmented Reality (AR) and Virtual Reality (VR)
Cloud computing’s high-performance capabilities are instrumental in delivering immersive AR and VR experiences. Whether it is virtual training simulations, interactive marketing campaigns, or collaborative design environments, the cloud provides the computational power necessary to render and stream complex multimedia content in real-time.
- Collaborative tools and remote work solutions
The cloud has played a pivotal role in enabling the widespread adoption of remote work. Cloud-based collaboration tools, communication platforms, and project management solutions facilitate seamless teamwork, allowing professionals to collaborate in real-time, irrespective of geographical locations.
Cloud innovation: the bottom line
It has become abundantly clear: the technology of cloud computing is a significant enabler of new inventions. Now, we should mention some practicalities. Organizations looking to migrate workloads to the cloud will need to choose a Cloud Service Provider (CSP). Although companies place emphasis on different selection criteria, one aspect is always important: the costs.
In our new white paper we focus on comparing the economics of running Microsoft workloads on-premises, colocation and in the cloud. Take the first step to a more innovative business and download your copy of “Uncovering Cloud Cost Savings: A Closer Look at Licenses and Resources” here.