DevOps has become increasingly widespread, with companies employing its methods in
different fields. In this context, MLOps automates Machine Learning pipelines by applying …

Welcome to the Microsoft presentation toolkit Page 1 Virtual Machine Allocation with Lifetime
Predictions Hugo Barbalho, Patricia Kovaleski, Beibin Li, Luke Marshall, Marco Molinaro …

Feature stores (also sometimes referred to as embedding stores) are becoming ubiquitous
in model serving systems: downstream applications query these stores for auxiliary inputs at …

With the success of deep learning, click-through rate (CTR) predictions are transitioning from
shallow approaches to deep architectures. Current deep CTR prediction usually follows the …

In the Information Age, Machine learning (ML) provides a competitive advantage to any
business. Machine learning applications are not limited to driverless cars or online …

The knowledge, embodied in machine learning models for intelligent systems, is commonly
associated with time-consuming and costly processes such as large-scale data collection …

Data integration, data management, and data quality assurance are essential tasks in any
data science project. However, these tasks are often not treated with the same priority as …

In the Machine Age, Machine learning (ML) becomes a secret sauce to success for any
business. Machine learning applications are not limited to autonomous cars or robotics but …

Feature Stores: A Key Enabler for Feature Reusability and Availability Across Machine Learning
Pipelines Page 1 Real-world datasets are often noisy, messy, and unstructured, which means …

特征管理是搭建人工智能数据管道中的重要一环. 特征存储要求在模型训练和推理阶段提供有效
版本的特征推送服务. 为响应这一需求, 特征存储需要为特征实时更新和版本管理提供保证 …