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Advancing Reliability

Advancing anomaly detection with AIOps—introducing AiDice

pondělí 3. října 2022

We introduce AiDice, a novel anomaly detection algorithm developed jointly by Microsoft Research and Microsoft Azure that identifies anomalies in large-scale, multi-dimensional time series data. AiDice captures incidents quickly and provides engineers with important context that helps them diagnose issues more effectively, providing the best experience possible for end customers.

Chief Technology Officer and Technical Fellow, Microsoft Azure

Advancing service resilience in Azure Active Directory with its backup authentication service

pondělí 22. listopadu 2021

The most critical promise of our identity services is ensuring that every user can access the apps and services they need without interruption. We’ve been strengthening this promise to you through a multi-layered approach, leading to our improved promise of 99.99 percent authentication uptime for Azure Active Directory (Azure AD).

Chief Technology Officer and Technical Fellow, Microsoft Azure

Advancing reliability through a resilient cloud supply chain

čtvrtek 30. září 2021

Microsoft’s cloud supply chain is essential to deliver the infrastructure—servers, storage, and networking gear—that enables cloud reliability and growth. Our vision is for cloud capacity to be available like a utility so that customers can seamlessly turn it on when and where they need it.

Chief Technology Officer and Technical Fellow, Microsoft Azure

Advancing application reliability with the Azure Well-Architected Framework

pondělí 12. července 2021

We created the Azure Well-Architected Framework to help improve the quality of your workloads, and reliability is one of its five core pillars so for the latest post in our series, I have asked Cloud Advocate David Blank-Edelman to run through how best to approach using the framework to guide your conversations and design decisions in this space.

Chief Technology Officer and Technical Fellow, Microsoft Azure

Advancing resiliency threat modeling for large distributed systems

středa 7. července 2021

All service engineering teams in Azure are already familiar with postmortems as a tool for better understanding what went wrong, how it went wrong, and the customer impact of the related outage. For today’s post in our Advancing Reliability blog series, we share insights into our journey as we work towards advancing our postmortem and resiliency threat modeling processes.

Chief Technology Officer and Technical Fellow, Microsoft Azure

Advancing safe deployment with AIOps—introducing Gandalf

středa 30. června 2021

The continuous monitoring of health metrics is a fundamental part of this process, and this is where AIOps plays a critical role. In the post that follows, we introduce how AI and machine learning are used to empower DevOps engineers, monitor the Azure deployment process at scale, detect issues early, and make rollout or rollback decisions based on impact scope and severity.

Chief Technology Officer and Technical Fellow, Microsoft Azure

Advancing in-datacenter critical environment infrastructure availability

pondělí 7. června 2021

There are many factors that can affect critical environment infrastructure availability—the reliability of the infrastructure building blocks, the controls during the datacenter construction stage, effective health monitoring and event detection schemes, a robust maintenance program, and operational excellence to ensure that every action is taken with careful consideration of related risk implications.

Chief Technology Officer and Technical Fellow, Microsoft Azure