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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems. ETL workflows), as well as downstream (e.g.

Systems 236
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Free Google Book: Building Secure and Reliable Systems

High Scalability

Google added another book into their excellent SRE series: Building Secure and Reliable Systems. It's free to download, so don't be shy. Copy/pasting a few paragraphs: "In this book we talk generally about systems, which is a conceptual way of thinking about the groups of components that cooperate to perform some function.

Google 208
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How Dynatrace protects its software development and delivery life cycle against supply chain attacks

Dynatrace

Recently, some organizations fell victim to a software supply chain attack, which led to loss of confidential data. This article explains what a software supply chain attack is, and how Dynatrace protects its customers against such attacks by applying: Risk management and business continuity planning. It all starts with the code.

Software 258
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Third-party vulnerabilities: Prioritize CVEs with vulnerable function insights

Dynatrace

The Dynatrace third-party vulnerabilities feature provides insights into vulnerable software packages by matching detected package identifiers and version numbers with known vulnerable software packages and related common vulnerabilities and exposures (CVEs). The vulnerable function in the software package is highlighted in red.

Java 251
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Cybersecurity Awareness Month 2023: Key themes and best practices for protecting against cyberthreats

Dynatrace

Vulnerability management Vulnerability management is the process of identifying, prioritizing, rectifying, and reporting software vulnerabilities. Organizations should adopt comprehensive practices that encompass a wide range of potential vulnerabilities and apply them across all their IT systems. Download the free 2023 CISO Report.

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Business observability: From IT monitoring to driving digital transformation

Dynatrace

They’ve gone from just maintaining their organization’s hardware and software to becoming an essential function for meeting strategic business objectives. In today’s digital-first world, data resides across dozens of different IT systems, from critical business applications to the modern cloud platforms that underpin them.

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APRA CPS 230 compliance, explained

Dynatrace

If your organisation is involved in achieving APRA compliance, you are likely facing the daunting effort of de-risking critical system delivery. Moreover, for banking organisations, there is a good chance some of those systems are outdated. And when a system breaks, AI-enabled platforms like these find the issue in seconds.

Cloud 244