Unlocking the Power of Woven Analytics: Optimize GPU Configurations and Prices

Unlocking the Power of Woven Analytics: Optimize GPU Configurations and Prices

Table of Contents

1. Introduction
2. Background on Woven Analytics
3. Data Analysis and Summaries
   • Analyzing the Data from Vast
   • Summaries of Offer Data
   • Utilization for Different GPU Configurations
   • Machine Utilization and Performance
4. Machine Verification and Price Efficiency
   • Tracking Machine Verification Status
   • Comparing Machine Prices and Performance
   • Suggested Pricing for your Machine
5. Offer Price Analysis and Correlations
   • Analyzing Offer Prices across Different Configurations
   • Understanding Price Distribution
6. Live Market Snapshot a. Rented and Vacant Offers b. Utilization Trends c. Historical Data Analysis
7. Conclusion

Introduction

In this article, we will delve into the world of Woven Analytics, a powerful application developed by Maxim, the developer behind Woven Analytics. Maxim created Woven Analytics to gain more Data Insights than what was provided by Vast, their data provider. He needed detailed information on GPU performance, utilization, and reliability for his own use cases. Through Woven Analytics, Maxim offers users the ability to analyze data from Vast and utilize summaries to make informed decisions. In this article, we will explore the key features of Woven Analytics and how you can leverage them to optimize your GPU configuration, set competitive prices, and monitor the performance and utilization of your machines.

Background on Woven Analytics

Woven Analytics was developed by Maxim, who recognized the limitations of the data provided by Vast, a popular data provider. While Vast offered valuable data for Proof of Concept (POC), Maxim required deeper insights and use case-specific information to build his own application. With Woven Analytics, Maxim has constructed a comprehensive solution that covers a wide range of use cases. Let's dive into the core functionalities of Woven Analytics and how it can benefit GPU configuration, pricing decisions, and overall operations.

Data Analysis and Summaries

Analyzing the Data from Vast

When data is ingested from Vast every five minutes, the Woven Analytics application begins by analyzing the rented offers. While Vast obfuscates certain information, the analysis process determines which offers are rented and tracks rented prices separately. This crucial step ensures accurate data analysis and subsequent decision-making.

Summaries of Offer Data

Woven Analytics provides comprehensive summaries of the analyzed data. For each GPU and the number of GPUs in an offer, key metrics such as the 90th, median, and 10th percentile of offer prices, as well as utilization, are presented. These summaries empower users with valuable insights, enabling them to make informed choices concerning GPU configurations and pricing strategies.

Utilization for Different GPU Configurations

Woven Analytics breaks down offers and machines based on GPU types and the number of GPUs in each configuration. By examining the utilization and performance metrics of different GPU configurations, users can optimize their setups to achieve the desired level of performance and efficiency.

Machine Utilization and Performance

Additionally, Woven Analytics provides detailed information on machine utilization, performance, and reliability. Users can evaluate the historical utilization of their machines and gain insight into performance trends. By understanding how different machines perform in the marketplace, users can make informed decisions regarding their own machine's price efficiency and reliability.

Machine Verification and Price Efficiency

Tracking Machine Verification Status

To ensure reliable operations, Woven Analytics tracks machine verification status. Users can easily determine whether a machine is verified or unverified, and track the time it takes for verification. This information helps users manage the verification process and plan their operations accordingly.

Comparing Machine Prices and Performance

Woven Analytics offers a unique feature that allows users to compare their machine's price efficiency against similar machines in the marketplace. By analyzing the prices and performance of like machines, users can assess the competitiveness of their pricing strategies and make adjustments to optimize profitability.

Suggested Pricing for Your Machine

Based on the analysis of rented machines and their price performance, Woven Analytics suggests suitable prices for users to list their machines. Taking into account factors such as reliability and verification status, Woven Analytics helps users set competitive prices that maximize their chances of securing offers.

Offer Price Analysis and Correlations

Analyzing Offer Prices across Different Configurations

Woven Analytics provides users with an in-depth analysis of offer prices for specific machine configurations. Whether it's a single GPU configuration or multiple GPUs in a chassis, users can obtain crucial information about offer prices across different metrics, enabling them to make informed decisions regarding their own pricing strategies.

Understanding Price Distribution

By examining the price distribution of rented and vacant offers, users gain insight into market trends and competitive pricing. Woven Analytics presents an intuitive view of where most offers are priced, facilitating informed decisions about pricing strategy and market positioning.

Live Market Snapshot

Woven Analytics offers a live snapshot of the marketplace, enabling users to stay up-to-date with the latest trends and developments. Whether it's tracking rented and vacant offers, determining utilization trends, or analyzing historical data, users can monitor the market dynamics and make real-time decisions based on accurate information.

a. Rented and Vacant Offers

Woven Analytics provides a comprehensive view of rented and vacant offers for different GPU configurations. Users can track the volume of offers, examine price distributions, and gain insight into the availability and competitiveness of different machine configurations.

b. Utilization Trends

Understanding utilization trends is crucial for optimizing machine performance and efficiency. Woven Analytics presents historical utilization data for different GPU configurations, enabling users to identify Patterns and make informed decisions regarding their machine configurations and pricing strategies.

c. Historical Data Analysis

With Woven Analytics, users can analyze historical data for market trends, pricing, and volume. Users can access data spanning from the past six hours to the past six months, gaining a holistic view of the market dynamics and making data-driven decisions.

Conclusion

Woven Analytics is a powerful application developed by Maxim, designed to provide users with comprehensive insights into the GPU market. By analyzing data from Vast, users can optimize their GPU configurations, set competitive prices, and monitor performance and utilization. Maxim's application empowers users to make informed decisions based on accurate and up-to-date data, enhancing the efficiency and profitability of their operations.

Highlights:

• Woven Analytics offers deep insights into GPU performance, utilization, and reliability.
• Users can optimize GPU configurations and pricing strategies based on comprehensive data analysis.
• The application tracks machine verification status and suggests competitive prices for machine listings.
• Woven Analytics provides detailed price distribution analysis and correlation insights.
• Users gain access to real-time market trends and historical data for informed decision-making.

FAQ

Q: How frequently does Woven Analytics ingest data from Vast? A: Woven Analytics ingests data from Vast every five minutes, ensuring that users have access to the latest information and real-time market trends.

Q: Can Woven Analytics help in choosing the best GPU configuration for my needs? A: Yes, Woven Analytics offers detailed summaries of GPU utilization and performance for different configurations, enabling users to make informed decisions about their GPU setups.

Q: Does Woven Analytics provide suggestions for pricing my machine? A: Yes, Woven Analytics suggests suitable prices for machine listings based on price performance comparisons and considerations such as reliability and verification status.

Q: Can I track utilization trends using Woven Analytics? A: Absolutely! Woven Analytics enables users to monitor historical utilization data and identify trends to optimize machine performance and efficiency.

Q: How frequently is the market snapshot updated in Woven Analytics? A: The market snapshot in Woven Analytics is updated in real-time, allowing users to stay up-to-date with the latest market trends and make informed decisions based on accurate information.