December, 2023

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Building end-to-end security for Messenger

Engineering at Meta

We are beginning to upgrade people’s personal conversations on Messenger to use end-to-end encryption (E2EE) by default Meta is publishing two technical white papers on end-to-end encryption: Our Messenger end-to-end encryption whitepaper describes the core cryptographic protocol for transmitting messages between clients. The Labyrinth encrypted storage protocol whitepaper explains our protocol for end-to-end encrypting stored messaging history between devices on a user’s account.

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Article: 12 Software Architecture Pitfalls and How to Avoid Them

InfoQ Articles

Knowing about potential software architecture pitfalls can help teams by keeping them away from tempting paths that will not take them where they want to go. This article covers some of those pitfalls, and provides guidance on how they can be avoided.

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Trending Sources

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Introducing Databricks Vector Search Public Preview

databricks

Following the announcement we made yesterday around Retrieval Augmented Generation (RAG), today, we’re excited to announce the public preview of Databricks Vector Search. W.

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FIX: Exchange Failed to enable the new cloud archive using PowerShell

Faris Malaeb

When migrating from Exchange on-premises to Exchange online, you might notice that the mailbox migrations is completed successfully with no failure or error in the migration process. But from Microsoft 365 Admin Portal you find an error about Exchange online archive issue, even though everything seems to be OK for the user in the Exchange. The post FIX: Exchange Failed to enable the new cloud archive using PowerShell appeared first on Faris Malaeb.

Cloud 130
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Making Flink Serverless, With Queries for Less Than a Penny

Confluent

Dive into the serverless architecture of Confluent Cloud for Apache Flink and explore its benefits like reduced infrastructure costs, increased reliability, & seamless adoption.

Cloud 126
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Data Catalog, Semantic Layer, Data Warehouse: The Three Key Pillars of Enterprise Analytics

Dataversity

Analytics at the core is using data to derive insights for measuring and improving business performance [1]. To enable effective management, governance, and utilization of data and analytics, an increasing number of enterprises today are looking at deploying the data catalog, semantic layer, and data warehouse. But what exactly are these data and analytics tools […] The post Data Catalog, Semantic Layer, Data Warehouse: The Three Key Pillars of Enterprise Analytics appeared first on DATAVE

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How Meta built the infrastructure for Threads

Engineering at Meta

On July 5, 2023, Meta launched Threads, the newest product in our family of apps, to an unprecedented success that saw it garner over 100 million sign ups in its first five days. A small, nimble team of engineers built Threads over the course of only five months of technical work. While the app’s production launch had been under consideration for some time, the business finally made the decision and informed the infrastructure teams to prepare for its launch with only two days’ advance notice.

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Databricks Named a Leader in 2023 Gartner® Magic Quadrant™ for Cloud Database Management Systems

databricks

We are excited to announce that Gartner has recognized Databricks as a Leader for a third consecutive year in the 2023 Gartner® Magic.

Cloud 131
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Generative AI does not mean the “end of programming”

Ben Morris

The demise of software engineers is one of those tired old tropes that refuses to die. Perhaps the programming revolution has already happened…?

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Real-Time Field Service Optimization

Confluent

Telcos use Confluent with event-driven microservices to enable real-time communications with 3rd-party field service providers, fulfilling customer service requests more efficiently.

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Generative AI Trends for 2024

Dataversity

It sometimes seems like generative AI (GenAI) is sweeping the business world. Not so. We remain in the hype cycle, with forward-thinking organizations refraining from full-blown rollouts for the foreseeable future. Caution is important; organizations that rapidly deploy generative AI integrations have already faced blowback in the form of lawsuits and investor scrutiny.

Education 111
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AI debugging at Meta with HawkEye

Engineering at Meta

HawkEye is the powerful toolkit used internally at Meta for monitoring, observability, and debuggability of the end-to-end machine learning (ML) workflow that powers ML-based products. HawkEye supports recommendation and ranking models across several products at Meta. Over the past two years, it has facilitated order of magnitude improvements in the time spent debugging production issues.

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Article: Write More, Talk Less: Building Organizational Resilience through Documentation and InnerSource

InfoQ Articles

Better documentation and knowledge sharing creates transparency that aids onboarding, prevents turnover disruption, and withstands reorganizations. Different practices can help, such as communicating asynchronously, creating incentives for documentation, making docs discoverable, understanding team members' preferences, and providing dedicated writing time.

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Creating High Quality RAG Applications with Databricks

databricks

Retrieval-Augmented-Generation (RAG) has quickly emerged as a powerful way to incorporate proprietary, real-time data into Large Language Model (LLM) applications. Today we are.

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Personalizing the DoorDash Retail Store Page Experience

DoorDash Engineering

The DoorDash retail shopping experience mission seeks to combine the best parts of in-person shopping with the power of personalization. While shopping in a physical store has its advantages, a brick-and-mortar store cannot be personalized – the onus is on the consumer to navigate aisles to find what they need. Conversely, a digital shopping experience can be highly personalized.

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Where Data Governance Should Live

TDAN

Determining the optimal administrative placement for a data governance program, and specifically a Non-Invasive Data Governance program, is a pivotal decision that can significantly influence its success. This critical choice often boils down to three primary areas within an organization: a specific business area, information technology (IT), or a shared services part of the organization.

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Trends in Data Governance and Security: What to Prepare for in 2024

Dataversity

Organizations learned a valuable lesson in 2023: It isn’t sufficient to rely on securing data once it has landed in a cloud data warehouse or analytical store. As a result, data owners are highly motivated to explore technologies in 2024 that can protect data from the moment it begins its journey in the source systems. From […] The post Trends in Data Governance and Security: What to Prepare for in 2024 appeared first on DATAVERSITY.

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Highscalability is Up For Sale

High Scalability

Hi everyone, First, I’d like to sincerely thank everyone who has supported Highscalability over the years. We’ve grown together through some interesting times. Massive changes have occurred in how systems are built, and my goal has always been to help people learn how to build them better. I’d like to think that goal was accomplished.

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Article: Tips on How Staff Engineers Can Impact Incidents

InfoQ Articles

Staff engineers can influence behaviors during and after incidents by modeling transparency and questioning assumptions to strengthen engineering culture. As incident commanders, they can coordinate workstreams, communicate with stakeholders, and prevent responder burnout. In retrospectives, staff engineers can improved model root cause analysis to improve underlying cultural issues.

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Improve your RAG application response quality with real-time structured data

databricks

Retrieval Augmented Generation (RAG) is an efficient mechanism to provide relevant data as context in Gen AI applications. Most RAG applications typically use.

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API-First Approach to Kafka Topic Creation

DoorDash Engineering

DoorDash’s Engineering teams revamped Kafka Topic creation by replacing a Terraform/Atlantis based approach with an in-house API, Infra Service. This has reduced real-time pipeline onboarding time by 95% and saved countless developer hours. DoorDash’s Real-Time Streaming Platform, or RTSP, team is under the Data Platform organization and manages over 2,500 Kafka Topics across five clusters.

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Monolith to Event-Driven Microservices: 5 Tips for Securing Business Buy-In

Confluent

Discover how McAfee saved significant hosting costs alone by shifting to microservices! McAfee’s Mahesh Tyagarajan spills the beans on getting business buy-in and what it means for customers.

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The Cool Kids Corner: Current Considerations in Data Ethics

Dataversity

Hello! I’m Mark Horseman, and welcome to The Cool Kids Corner. This is my monthly check-in to share with you the people and ideas I encounter as a data evangelist with DATAVERSITY. (Read last month’s column here.) This month, we’re talking about data ethics. The technology shift since the global pandemic has given rise to a […] The post The Cool Kids Corner: Current Considerations in Data Ethics appeared first on DATAVERSITY.

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Introducing Mirror: Product analytics on your warehouse data

Mixpanel

It’s no secret that the #1 reason why investments in product analytics fail is because the data is untrustworthy. Someone can build the perfect dashboard, but if they can’t answer the question, “Is this data accurate?” nothing matters after that. Today, teams are increasingly interested in pulling trusted data from their warehouse into their analytics tool, which is what we enabled with Warehouse Sync earlier this year.

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Article: Virtual Panel: Communications from a Leader’s Perspective

InfoQ Articles

InfoQ spoke to several technical leaders to understand how they adapt their communication strategies for the current challenges in the distributed and technology-driven workplaces.

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Introducing Mixtral 8x7B with Databricks Model Serving

databricks

Today, Databricks is excited to announce support for Mixtral 8x7B in Model Serving. Mixtral 8x7B is a sparse Mixture of Experts (MoE) open.

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Atlantis Hardening and Review Fatigue

DoorDash Engineering

Many organizations use infrastructure-as-code (IaC) with pull request (PR) automation to provide a more secure, safe environment for making infrastructure changes. Despite the power and flexibility of IaC software, the lack of strong, secure defaults in PR automation software can make that sense of security a false one. Infrastructure-as-code and pull request automation IaC enables a declarative, reusable, and auditable way to manage configuration changes.

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Delivering Real-Time Manufacturing Predictive Maintenance

Confluent

Confluent Cloud enables organizations to unlock real-time visibility into manufacturing processes, using real-time data collection and analytics to prevent re-work and tooling failures, delivering an outsized impact on production volume and quality.

Cloud 75
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7 Data Security Best Practices for Your Enterprise

Dataversity

When it comes to cybersecurity, some enterprises still take it with a grain of salt. But make no mistake about it: No one is safe. Companies such as BBC made it into the list of victims of the most significant data breaches in 2023, contributing to a staggering 5.3 billion total breached records. So, it’s safe […] The post 7 Data Security Best Practices for Your Enterprise appeared first on DATAVERSITY.

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Through the Looking Glass: The Unique Identifier of the Rose

TDAN

I recently taught an online class on BCBS 239: Effective Risk Data Aggregation and Reporting for Risk.net. Preparing the course materials took me back to 2007-2008, when I worked for Merrill Lynch managing the Credit Risk Reporting team.

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Article: Navigating Complex Interpersonal Relationships: Co-Creating Deliberate Workplace Connection

InfoQ Articles

As an employee or leader, you are in a relationship with each other and with the organization. You face the tension of traditional ways of working vs new ways of working in the call for more work-from-home policies, and more work/life balance. This article outlines the mindset and actions that can be taken to better navigate complex relationships leading to a more humanistic way of working.

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Lakehouse Monitoring: A Unified Solution for Quality of Data and AI

databricks

Introduction Databricks Lakehouse Monitoring allows you to monitor all your data pipelines – from data to features to ML models – without additional too.

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D2C227: Platforms Reduce Cognitive Overhead

Packet Pushers

Today’s show explores platform engineering. Guest Chad McElligott has thought a lot about the practice of platform engineering, and a blog post and talk he gave about the subject inspired us to reach out and have a conversation. Chad describes platform engineering as “the application of a Product Mindset to supporting your engineering organization’s software.

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Introducing Data Portal in Stream Governance

Confluent

Learn how to build and launch streaming apps faster with Data Portal, the developer-friendly, self-service UI to find, understand, and enrich all of your data streams.

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5 Tactics for Adaptive, Impactful, and Ethical AI

Dataversity

In an era defined by a surge in technological advancements, artificial intelligence (AI) stands out as a transformative force with the potential to reshape industries, enhance human capabilities, and solve complex problems. However, as AI becomes increasingly integrated into our lives, it’s essential to develop strategies that ensure its long-term viability and ethical use.

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Deep Dive into the Top 25 End User Experience Monitoring Tools

Obkio

Immerse yourself in a comprehensive exploration of the top 25 end-user experience monitoring tools. Gain valuable insights into enhancing user satisfaction.

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Article: From Compliance-First to Risk-First: Why Companies Need a Culture Shift

InfoQ Articles

Transitioning from a "Compliancе-First" approach to a "Risk-First" mindset rеcognizеs that compliancе should not be viеwеd in isolation but as a componеnt of a broadеr risk managеmеnt strategy.