April, 2024

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Building Enterprise GenAI Apps with Meta Llama 3 on Databricks

databricks

We are excited to partner with Meta to release the latest state-of-the-art large language model, Meta Llama 3 , on Databricks. With Llama.

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Article: InfoQ Software Architecture and Design Trends Report - April 2024

InfoQ Articles

The InfoQ Trends Reports offer InfoQ readers a comprehensive overview of key topics worthy of attention. The reports also guide the InfoQ editorial team towards cutting-edge technologies in our reporting. In conjunction with the report and trends graph, our accompanying podcast features insightful discussions among the editors digging deeper into some of the trends.

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Wi-Fi 7: The Future of High Speed Wireless Networking is Here

Arista Networks

Enterprises are under pressure to meet and exceed the challenges of rapidly increasing bandwidth requirements, including AR/VR (augmented reality/virtual reality) applications, streaming multimedia, IoT proliferation, video applications and high density deployments.

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Good Data Quality Is the Secret to Successful GenAI Implementation

Dataversity

You wouldn’t build a house without a concrete foundation. So why are many technology leaders attempting to adopt GenAI technologies before ensuring their data quality can be trusted? Reliable and consistent data is the bedrock of a successful AI strategy. Incomplete or inconsistent data prompts GenAI models to propose equally unreliable outputs, calling the basic […] The post Good Data Quality Is the Secret to Successful GenAI Implementation appeared first on DATAVERSITY.

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A Look Back at the Gartner Data and Analytics Summit

Cloudera Blog

Artificial intelligence (AI) is something that, by its very nature, can be surrounded by a sea of skepticism but also excitement and optimism when it comes to harnessing its power. With the arrival of the latest AI-powered technologies like large language models (LLMs) and generative AI (GenAI), there’s a vast amount of opportunities for innovation, growth, and improved business outcomes right around the corner.

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Beyond launch day: How to plan successful B2B product rollouts

Mixpanel

Believe it or not, rolling out a new product can be a lot trickier for B2B companies. And there are several reasons why. For one, in an ideal scenario, any new feature release requires a healthy amount of testing and, unlike B2C companies which build for general consumers and might have millions of users, most B2Bs are lucky to have a few thousand people regularly using their products.

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Unity Catalog Lakeguard: Industry-first and only data governance for multi-user Apache™ Spark clusters

databricks

Unlock the power of Apache Spark™ with Unity Catalog Lakeguard on Databricks Data Intelligence Platform. Run SQL, Python & Scala workloads with full data governance & cost-efficient multi-user compute.

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Article: InfoQ Culture & Methods Trends Report - April 2024

InfoQ Articles

The Culture and Methods trends report discusses evolving roles within teams, the way the staff plus roles are able to add value, the use and misuse of DevEx metrics, how remote work continues to evolve, a lack of diversity is still a challenge, and the need to move from climate change awareness to climate conscious software engineering By Shane Hastie, Jutta Eckstein, Ben Linders, Susan McIntosh, Rafiq Gemmail, Craig Smith

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The Cool Kids Corner: Equity and Privacy

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. This month, we’re talking about personal identifiable information (PII) and the privacy of that data, but also about ways organizations use personal data […] The post The Cool Kids Corner: Equity and Privacy appeared first on DATAVERSITY.

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FedRAMP In Process Designation, A Milestone in Cybersecurity Commitment

Cloudera Blog

It’s been said that the Federal Government is one of, if not the largest, producer of data in the United States, and this data is at the heart of mission delivery for agencies across the civilian to DoD spectrum. Data is critical to driving the innovation and decision-making that improves services, streamlines operations and strengthens national security.

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The End of Agile – Part 3 (What Is Agile Really?)

TDAN

In the first article, I laid out the basic premise for this series: an examination of how Agile has gone from the darling of the application development community to a virtual pariah that nobody wants to be associated with, and an exploration of the very important question of what we should replace it with.

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Announcing the General Availability of Databricks Asset Bundles

databricks

We're thrilled to announce the General Availability (GA) of Databricks Asset Bundles (DABs). With DABs you can easily bundle resources like jobs.

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Introducing the next-gen Meta Training and Inference Accelerator

Engineering at Meta

We are sharing details of our next generation chip in our Meta Training and Inference Accelerator (MTIA) family. MTIA is a long-term bet to provide the most efficient architecture for Meta’s unique workloads.

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Article: Modernizing Testing Practices for Jakarta EE Projects

InfoQ Articles

This article focuses on the increasing adoption of data-driven testing in Java enterprise applications and sheds light on the Data and NoSQL Jakarta specifications. It highlights the significance of modern testing libraries such as JUnit Jupiter and AssertJ and emphasizes the importance of container-based frameworks like Testcontainers in enhancing testing practices.

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Unlocking the Power of Data with Process Mining 

Dataversity

Data is invaluable to an organization, but it can also represent a major stumbling block if an enterprise hasn’t optimized how data is used to support processes that run operations. Process mining can play a role in helping organizations get an objective and detailed view of process flows – including fixing bottlenecks and delays that […] The post Unlocking the Power of Data with Process Mining appeared first on DATAVERSITY.

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#ClouderaLife Allyship April Q&A with Antoine Burrell

Cloudera Blog

This month is Allyship April—a time dedicated to deepening our understanding of allyship and its profound impact on fostering inclusive cultures. Allyship isn’t merely a buzzword; it’s a fundamental commitment to actively support and advocate for marginalized individuals and communities within our organization. This month, we’ve engaged in meaningful conversations, challenged our assumptions, and committed to tangible actions that drive positive change.

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Real-Time Pharmaceutical Authorization

Confluent

Use Confluent data streaming platform to enable real-time pharmaceutical approvals – with healthcare compliance, improved patient safety, and automation for greater efficiency and cost savings.

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Bringing MegaBlocks to Databricks

databricks

At Databricks, we’re committed to building the most efficient and performant training tools for large-scale AI models. With the recent release of DBRX.

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Building new custom silicon for Meta’s AI workloads

Engineering at Meta

The post Building new custom silicon for Meta’s AI workloads appeared first on Engineering at Meta.

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Article: Article Contest: Write an Article for InfoQ and Win a Qcon or Dev Summit Ticket

InfoQ Articles

InfoQ encourages software practitioners and domain experts to submit full-length technical educational articles.

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Why Total Cost of Ownership Is a Critical Metric in High-Availability Databases

Dataversity

In the world of data management, the focus often zeroes in on the performance, scalability, and reliability of database systems. Total cost of ownership (TCO) is a crucial aspect that should hold equal – if not more – importance. TCO isn’t just a financial metric; it’s a comprehensive assessment that can significantly impact a business’s […] The post Why Total Cost of Ownership Is a Critical Metric in High-Availability Databases appeared first on DATAVERSITY.

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Climate and Sustainability Hackathon—Meet the Judges!

Cloudera Blog

Back in October, we announced the first-ever Cloudera Climate and Sustainability Hackathon , powered by AMD. The Hackathon was intended to provide data science experts with access to Cloudera machine learning to develop their own Accelerated Machine Learning Project (AMP) focused on solving one of the many environmental challenges facing the world today.

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Accelerate with Confluent: Empowering SI Partners to Reach New Heights

Confluent

In the era of digital transformation, robust partnerships are key to driving success. Learn how Accelerate with Confluent is fostering meaningful collaborations with system integrators.

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Announcing General Availability of Ray on Databricks

databricks

We released Ray support public preview last year and since then, hundreds of Databricks customers have been using it for variety of use.

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The Era of Microperimeters

Arista Networks

Welcome to the holistic zero trust networking era built on Arista MSS microperimeters!

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Article: Adding a Natural Language Interface to Your Application

InfoQ Articles

In this article, author Ashley Davis discusses how to add a natural language interface to a chatbot application using OpenAI REST API. He also shows how to extend the chatbot by adding voice commands using MediaRecorder API and OpenAI's speech transcription API.

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Knowledge Graphs 101: The Story (and Benefits) Behind the Hype

Dataversity

Knowledge graphs, while not as well-known as other data management offerings, are a proven dynamic and scalable solution for addressing enterprise data management requirements across several verticals. As a hub for data, metadata, and content, they provide a unified, consistent, and unambiguous view of data scattered across different systems. Using global knowledge as context for […] The post Knowledge Graphs 101: The Story (and Benefits) Behind the Hype appeared first on DATAVERSITY.

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Learn About Cloudera’s Partner Network

Cloudera Blog

Businesses around the world rely on an extensive network of partnerships to deliver quality customer experiences—and it’s no different here at Cloudera. Cloudera is building a robust partner ecosystem to meet the unique needs of its customers, working to provide exceptional and fulfilling experiences that help make Cloudera a leader in the multi-cloud data platform space.

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Schema Registry Clients in Action

Confluent

Learn what happens behind the scenes in Apache Kafka producer and consumer clients when communicating with Schema Registry and serializing/deserializing messages.

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Calibrating the Mosaic Evaluation Gauntlet

databricks

A good benchmark is one that clearly shows which models are better and which are worse. The Databricks Mosaic Research team is dedicated.

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Building an infrastructure for AI’s future

Engineering at Meta

An engineer shares how his team is building the foundation for AI infrastructure at Meta, from physical data centers to training AI models.

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Article: How to Use Multiple GitHub Accounts

InfoQ Articles

Git is a popular tool for version control in software development. It is not uncommon to use multiple Git accounts. Correctly configuring and switching Git accounts is challenging. In this article, we show what Git provides for account configuration, its limitations, and the solution to switch accounts automatically based on a project parent directory location.

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The Rise of Augmented Analytics: Combining AI with BI for Enhanced Data Insights

Dataversity

Businesses today are drowning in data. The sheer volume and complexity of information available have made it increasingly difficult for organizations to extract meaningful insights using traditional business intelligence (BI) tools and the expertise of specialized data scientists. This is where augmented analytics comes in. This game-changing technology combines the power of artificial intelligence (AI) […] The post The Rise of Augmented Analytics: Combining AI with BI for Enhanced Data In

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Navigating the Digital Operational Resilience Act

Cloudera Blog

Regulations often get a bad rap. You may have heard the old idiom “cut the red tape” which means to circumvent obstacles like regulations or bureaucracy. But in many – if not most )– cases the underlying need for regulations outweighs the burden of compliance. In the financial sector, regulations are essential for financial institutions to maintain stability by preventing excessive risk-taking, ensuring adequate capitalization and reducing the likelihood of failures or financial crises.

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Tech-Enabled Metropolises: The Role of Data Streaming in Smart Cities

Confluent

Smart city applications rely on the availability of sensor data from a range of sources in real time. Learn how data streaming with Confluent enables this.

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Register now and save 50% on training at Data + AI Summit

databricks

For a limited time, we're offering 50% off training and certification at Data + AI Summit with the following code: TRAIN50FOTY. This offer.

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Data Governance Gets a New Impetus

TDAN

Data governance has often been met with furrowed brows among CIOs — sometimes seen as the broccoli of the IT dinner plate: undoubtedly good for you, but not always eagerly consumed. CIOs often bore the brunt from organizations that were forced to do top-down data governance.