DC Changes

This image shows a diagram that matches 3 Environmental Changes in data centers with 3 Operational Response Changes.

Environmental Changes → Operational Response Changes

1. Hyper Scale

Environmental Change: Large-scale/Complexity

  • Systems becoming bigger and more complex
  • Increased management complexity

→ Operational Response: DevOps + Big Data/AI Prediction

  • Development-Operations integration through DevOps
  • Intelligent operations through big data analytics and AI prediction

2. New DC (New Data Center)

Environmental Change: New/Edge and various types of data centers

  • Proliferation of new edge data centers
  • Distributed infrastructure environment

→ Operational Response: Integrated Operations

  • Multi-center integrated management
  • Standardized operational processes
  • Role-based operational framework

3. AI DC (AI Data Center)

Environmental Change: GPU Large-scale Computing/Massive Power Requirements

  • GPU-intensive high-performance computing
  • Enormous power consumption

→ Operational Response: Digital Twin – Real-time Data View

  • Digital replication of actual configurations
  • High-quality data-based monitoring
  • Real-time predictive analytics including temperature prediction

This diagram systematically demonstrates that as data center environments undergo physical changes, operational approaches must also become more intelligent and integrated in response.

with Claude

New Platform

From DALL-E with some prompting
This image appears to depict a conceptual framework for a new platform designed to advance AI in a way that ensures it is a fair and equitable system accessible to everyone. It illustrates the following key components:

Plat(Flat) Form: Represents the fundamental structure of the platform, which is depicted as flat and formative, suggesting a foundation or base layer.
Space: Symbolizes a communal space where many people come together, indicating collaborative use and a shared environment.
Internet Service: Portrayed by interconnected nodes, suggesting a service that integrates with the modern internet ecosystem, designed to be used fairly by many.
AI Platform: Signified by various AI-related icons, highlighting the emphasis on artificial intelligence. Accompanied by the phrase “Fair AI service for everyone,” it conveys the platform’s commitment to equitable access to AI technology.
Overall, the image conveys a message that internet services, much like the earth, air, and water, are essential and should be naturally accessible. The main goal highlighted is to foster the development of AI as a platform—a system that is just and available to all, akin to universal resources.

Exp to the AI

From DALL-E with some prompting
The image outlines a transformative process in AI development:

Experience to Data: This depicts the conversion of real-world experiences into digital data. Icons indicate a brain or cognition and a gear mechanism, symbolizing the process of understanding and systematizing experiences.

Digital to Platform: The transformed data is then standardized on a platform. Icons of servers and a microchip suggest data storage and processing.

Platform Makes New & AI: Utilizing the standardized data, the platform facilitates the creation of new AI services. Icons of an AI chip and a symbol for ‘new’ represent the innovation and development of AI applications.

Overall, the image emphasizes the value of converting experiences into a digital format that can be standardized on a platform to drive the creation of innovative AI services.

Road to “the new”

From DALL-E with some prompting

The image visually explains the process of creating new ideas and innovations. Each stage is as follows:

Experience: The icon represents human experiences.
Digitization: The process of converting experiences into digital data.
Data: The digitized information.
AI/ML (Artificial Intelligence/Machine Learning): Technologies that analyze and learn from the data.
Accelerator: Represents the acceleration of the analysis and learning process through AI/ML.
Analysis: The process of analyzing data to extract useful insights.
Idea: The emergence of new ideas from data analysis. The phrase “Easy to Get” indicates that this process has become more accessible.
New: Two text icons depicting the implementation of new ideas into innovative products or services.


The image illustrates the flow of digitizing experiences into data, using AI/ML to analyze and accelerate this data, easily obtaining new ideas, and transforming them into new innovations.

New BIZ ?

From DALL-E with some prompting
This diagram explains the process of finding new business opportunities from the perspective of digital transformation. The first step, ‘Digitization,’ involves converting real-world information into digital data while ensuring data quality. The next step, ‘Digitalization,’ extends the use of digital data to enhance automated processes. By executing these two steps, new opportunities can be discovered, and through ‘Digital Transformation,’ these discoveries can be converted into actual innovations. Overall, this process presents a methodology for leveraging digital technology to innovate business models and create new value.