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Enhancing AIOps Efficiency: Salesforce’s New Similarity Model Overcomes 4 Major Incident Management Challenges
Optimizing the management of alerts from monitoring tools is crucial for efficient operations. However, it can be challenging due to the lack of confirmation on whether subsequent alerts indicate the same underlying problem. This leads to a repetitive and time-consuming process for an organization’s operations team — including site reliability engineers, performance engineers and others… Continue reading Enhancing AIOps Efficiency: Salesforce’s New Similarity Model Overcomes 4 Major Incident Management Challenges
SRE Weekly Issue #419
View on sreweekly.com A message from our sponsor, FireHydrant: FireHydrant is now AI-powered for faster, smarter incidents! Power up your incidents with auto-generated real-time summaries, retrospectives, and status page updates. https://firehydrant.com/blog/ai-for-incident-management-is-here/ How Figma’s Databases Team Lived to Tell the Scale Our nine month journey to horizontally shard Figma’s Postgres stack, and the key to unlocking… Continue reading SRE Weekly Issue #419
Unveiling the Cutting-Edge Features of ML Console for AI Model Lifecycle Management
In our “Engineering Energizers” Q&A series, we explore the journeys of engineering leaders who have made remarkable contributions in their fields. Today, we meet Venkat Krishnamani, a Lead Member of the Technical Staff for Salesforce Engineering and the lead engineer for Salesforce Einstein’s Machine Learning (ML) Console. This vital tool for internal AI and ML… Continue reading Unveiling the Cutting-Edge Features of ML Console for AI Model Lifecycle Management
SRE Weekly Issue #418
View on sreweekly.com A message from our sponsor, FireHydrant: FireHydrant is now AI-powered for faster, smarter incidents! Power up your incidents with auto-generated real-time summaries, retrospectives, and status page updates. https://firehydrant.com/blog/ai-for-incident-management-is-here/ Redefining Observability The observability waters have been muddy for awhile, and this article does a great job of taking a step back and building… Continue reading SRE Weekly Issue #418
Bringing HDR photo support to Instagram and Threads
Meta’s family of apps serves trillions of image download requests every day. And if you’re into high-quality images, you’ve probably noticed that Instagram and Threads have added support for high dynamic range (HDR) photos. Now people on Threads and Instagram can upload and share images that are more true-to-life, with the full color and range… Continue reading Bringing HDR photo support to Instagram and Threads
Mission Impossible: Inside the Unprecedented Integration of 100 Products Within Salesforce’s New Marketing Cloud Growth Edition
In this edition of our “Engineering Energizers” Q&A series, we spotlight Jeanine Walters, Principal Architect and lead architect behind Marketing Cloud Growth Edition at Salesforce. With over 20 years of architecting innovative solutions at Salesforce, Jeanine has played a pivotal role in creating a game-changing marketing application that empowers small and medium businesses (SMB) with… Continue reading Mission Impossible: Inside the Unprecedented Integration of 100 Products Within Salesforce’s New Marketing Cloud Growth Edition
SRE Weekly Issue #417
View on sreweekly.com A message from our sponsor, FireHydrant: Join FireHydrant this Thursday for a conversation about on-call burnout and how to prevent it. Get a better understanding of what makes a fatigue-free on-call culture, including real-world examples from your incident management peers. No sales, just shop talk. https://app.livestorm.co/firehydrant/better-incidents-spring-bonfire-secrets-to-fatigue-free-on-call-in-2024 Harnessing chaos in Cloudflare offices Remember… Continue reading SRE Weekly Issue #417
Threads has entered the fediverse
Threads has entered the fediverse! As part of our beta experience, now available in a few countries, Threads users aged 18+ with public profiles can now choose to share their Threads posts to other ActivityPub-compliant servers. People on those servers can now follow federated Threads profiles and see, like, reply to, and repost posts from… Continue reading Threads has entered the fediverse
Optimizing RTC bandwidth estimation with machine learning
Bandwidth estimation (BWE) and congestion control play an important role in delivering high-quality real-time communication (RTC) across Meta’s family of apps. We’ve adopted a machine learning (ML)-based approach that allows us to solve networking problems holistically across cross-layers such as BWE, network resiliency, and transport. We’re sharing our experiment results from this approach, some of… Continue reading Optimizing RTC bandwidth estimation with machine learning