July, 2024

article thumbnail

A New Standard in Open Source AI: Meta Llama 3.1 on Databricks

databricks

We are excited to partner with Meta to release the Llama 3.1 series of models on Databricks, further advancing the standard of powerful.

137
137
article thumbnail

Introducing Apache Kafka® 3.8

Confluent

Apache Kafka 3.8 adds 17 new KIPs (13 for Core, 3 for Streams & 1 for Connect). Highlights include 2 new Docker images, the ability to set task assignors, and more!

136
136
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Exchange Shared Mailbox Permissions using PowerShell

Faris Malaeb

A shared mailbox is a useful feature in both Exchange Server and Exchange Online. It allows multiple users to access and manage a common mailbox, such as a departmental or project-related mailbox. Managing and sending emails from a shared mailbox can be done in a few steps, and well cover those below. Accessing and Using. The post Exchange Shared Mailbox Permissions using PowerShell appeared first on Faris Malaeb.

Email 130
article thumbnail

Data Concierge: Driving Business Intelligence Collaboration

Dataversity

Discerning businesses are ensuring each area of their organizations has access to performance metrics. Armed with data, their teams can accelerate decision-making, respond to client and marketplace demands, and mitigate risks. The issue is many organizations have segregated data environments. Each department often has its own data management platform that may not integrate with other […] The post Data Concierge: Driving Business Intelligence Collaboration appeared first on DATAVERSITY.

Education 124
article thumbnail

Article: Thinking Like an Architect

InfoQ Articles

By explaining the roles of an architect and the concept of connecting levels, Gregor Hohpe delves into the importance of metaphors for making complex technical concepts more relatable and sketches for abstracting and capturing the essence of complex systems.

Cloud 120
article thumbnail

AI Lab: The secrets to keeping machine learning engineers moving fast

Engineering at Meta

The key to developer velocity across AI lies in minimizing time to first batch (TTFB) for machine learning (ML) engineers. AI Lab is a pre-production framework used internally at Meta. It allows us to continuously A/B test common ML workflows – enabling proactive improvements and automatically preventing regressions on TTFB. AI Lab prevents TTFB regressions whilst enabling experimentation to develop improvements.

article thumbnail

Welcoming Prodvana to Databricks: Investing in Next-Gen Infrastructure

databricks

The Prodvana team joins Databricks to support new innovations in the Data Intelligence Platform infrastructure. Learn more about the vision and what's ahead.

131
131

More Trending

article thumbnail

Data Security in the Age of Cloud Computing

TDAN

Once reliant on the limitations of physical hardware, businesses today have the ability to access and expand a virtual pool of cloud-based network services as needed.

Cloud 100
article thumbnail

The Cool Kids Corner: Non-Invasive Data Governance

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 Non-Invasive Data Governance (NIDG). If I haven’t already given it away, our featured Cool Kid is none other […] The post The Cool Kids Corner: Non-Invasive Data Governance appeared first on DATAVERSITY.

article thumbnail

Article: Are You Done Yet? Mastering Long-Running Processes in Modern Architectures

InfoQ Articles

In this article, Bernd Ruecker explores the importance of long-running processes in various applications, particularly in distributed systems. He emphasizes the value of asynchronous communication and explores strategies like Centers of Excellence, along with visual tools like BPMN for enhancing communication and understanding. The contents of this article were presented during QCon London 2024.

article thumbnail

Meta’s approach to machine learning prediction robustness

Engineering at Meta

Meta’s advertising business leverages large-scale machine learning (ML) recommendation models that power millions of ads recommendations per second across Meta’s family of apps. Maintaining reliability of these ML systems helps ensure the highest level of service and uninterrupted benefit delivery to our users and advertisers. To minimize disruptions and ensure our ML systems are intrinsically resilient, we have built a comprehensive set of prediction robustness solutions that ensure stability w

article thumbnail

Databricks on Databricks: Kicking off the Journey to Governance with Unity Catalog

databricks

In this blog, we are excited to share Databricks's journey in migrating to Unity Catalog for enhanced data governance. We'll discuss our high-level strategy and the tools we developed to facilitate the migration. Our goal is to highlight the benefits of Unity Catalog and make you feel confident about transitioning to it.

article thumbnail

Introducing Cloudera Observability Premium

Cloudera Blog

There’s nothing worse than wasting money on unnecessary costs. In on-premises data estates, these costs appear as wasted person-hours waiting for inefficient analytics to complete, or troubleshooting jobs that have failed to execute as expected, or at all. They manifest as idle hardware waiting for urgent workloads to come in, ensuring sufficient spare capacity to run them amidst noisy neighbors and resource-hungry, lower-priority workloads.

article thumbnail

CCNA: IP Routing

The Network DNA

CCNA: IP Routing (Communication between two different networks) In this article, we are going to talk about IP routing which is a process of communication between two different networks. This communication could be between two different VLANs in a switching environment. In one of the articles , we talk about layer 2 switching where switches build the MAC address table to decide where to forward frame based on the destination MAC address.

article thumbnail

A CISO’s Guide: Avoiding the Common Pitfalls of Zero Trust Deployments

CATO Networks

The Role of the CISO Post-Pandemic The world has evolved and the on-going momentum of Cloud and Work-From-Anywhere (WFA) has become unstoppable. CISOs have realized their traditional security architectures, specifically VPNs, are no longer adequate to ensure only authorized users have access to critical resources. This has made the role of CISO ever more important because we now have applications everywhere and people everywhere, leading to increased cyber threats everywhere.

SASE 98
article thumbnail

Article: Java Virtual Threads: A Case Study

InfoQ Articles

This article explores JDK 21's virtual threads, comparing their performance with Open Liberty's thread pool. It covers key findings like throughput, ramp-up times, and memory footprint. Despite advantages, virtual threads showed unexpected performance issues, especially in CPU-intensive workloads. This analysis guides Java developers on when and how to use virtual threads in their applications.

article thumbnail

How to Ask Great Questions with a Data Science Lens

Dataversity

When it comes to solving business problems, data scientists understand how crucial it is to formulate the right business question. While it’s easy to get sidetracked by intriguing data trails, the most effective questions are those that align closely with organizational priorities, provide actionable insights, and guide strategic decisions. Here are the key principles for crafting high-impact […] The post How to Ask Great Questions with a Data Science Lens appeared first on DATAVERSITY.

article thumbnail

Ingest data from SQL Server, Salesforce, and Workday with LakeFlow Connect

databricks

We’re excited to announce the Public Preview of LakeFlow Connect for SQL Server, Salesforce, and Workday. These ingestion connectors enable simple and efficient.

Server 125
article thumbnail

Meet Caddy – Meta’s next-gen mixed reality CAD software

Engineering at Meta

What happens when a team of mechanical engineers get tired of looking at flat images of 3D models over Zoom? Meet the team behind Caddy, a new CAD app for mixed reality. They join Pascal Hartig ( @passy ) on the Meta Tech Podcast to talk about teaching themselves to code, disrupting the CAD software space, and how they integrated Caddy with Llama 3, and so much more!

article thumbnail

Global Outage : Windows machines in a BSOD loop after CrowdStrike update

The Network DNA

Global Outage : Windows machines in a BSOD loop after CrowdStrike update Globally, a recent update to the CrowdStrike Falcon sensor is seriously affecting Windows users. This upgrade is rendering systems unusable and causing blue screen of death (BSOD) cycles. Starting on July 19, 2024, Windows 10 and 11 systems running CrowdStrike's endpoint security software are impacted by the problem.

article thumbnail

HN742: Designing a Real-World Hybrid Cloud Network

Packet Pushers

On todays show we talk about designing a network to support hybrid cloud deployments. That is, building and operating a network to interconnect the Big Three US public clouds (GCP, AWS, and Azure) as well as on-prem infrastructure to support a variety of applications and workloads. The network design had to meet several requirements, including. Read more » On todays show we talk about designing a network to support hybrid cloud deployments.

Cloud 96
article thumbnail

Article: How to Architect Software for a Greener Future

InfoQ Articles

In this article, Sara Bergman shares tips, tricks, and advice on architecting software for a greener future. Sara has been discussing this topic for several years.

Cloud 102
article thumbnail

What is Packet Reordering (Out-of-Order Packets) & How to Detect It

Obkio

Unravel the mystery of packet reordering! Learn its impact on network performance & discover tools like Obkio for detection and optimization.

article thumbnail

Announcing Mosaic AI Agent Framework and Agent Evaluation

databricks

Databricks announced the public preview of Mosaic AI Agent Framework & Agent Evaluation alongside our Generative AI Cookbook at the Data + AI.

122
122
article thumbnail

Taming the tail utilization of ads inference at Meta scale

Engineering at Meta

Tail utilization is a significant system issue and a major factor in overload-related failures and low compute utilization. The tail utilization optimizations at Meta have had a profound impact on model serving capacity footprint and reliability. Failure rates, which are mostly timeout errors, were reduced by two-thirds; the compute footprint delivered 35% more work for the same amount of resources; and p99 latency was cut in half.

Server 97
article thumbnail

CCNA: Address Resolution Protocol (ARP)

The Network DNA

CCNA: Address Resolution Protocol (ARP) In this article, we will talk about ARP that maps the layer 3 address to the layer 2 MAC address. Before we talk technical, lets imagine you are in a conference. Someone hands over a notebook to you to hand it over to John. You dont know which person is John Heard so you say, Excuse me who is John Heard?. Everyone in the conference hears you but only John responds, I am John Heard.

article thumbnail

Proceed with Caution: Generative AI in Identity

Dataversity

OpenAI launched generative AI (GenAI) into the mainstream last year, and we haven’t stopped talking about it since – and for good reason. When done right, its benefits are indisputable, saving businesses time, money, and resources. Industries from customer service to technology are experiencing the shift. In fact, a recent study showed a significant increase in GenAI […] The post Proceed with Caution: Generative AI in Identity appeared first on DATAVERSITY.

article thumbnail

Article: The AI Revolution Will Not Be Monopolized

InfoQ Articles

Large language models have significantly transformed the field of artificial intelligence. The fundamental innovation behind this change is surprisingly straightforward: make the models a lot bigger. With each new iteration, the capabilities of these models expand, prompting a critical question: Are we moving toward a black box era where AI is controlled by a few tech monopolies?

article thumbnail

Hedge 236: Permissionless with Greg Ferro

Rule 11

Eyvonne and Russ catch up with Greg Ferro one last time to talk about the permissionless Internet–a thing of the past–vendor lock in, and many other random topics on this episode of the Hedge. Greg–here’s to a grand time in the future. We’ll miss you. [link] download Eyvonne and Russ catch up with Greg Ferro one last time to talk about the permissionless Internet--a thing of the past--vendor lock in, and many other random topics on this episode of the Hedge.

article thumbnail

Enhancing LLM-as-a-Judge with Grading Notes

databricks

Evaluating long-form LLM outputs quickly and accurately is critical for rapid AI development. As a result, many developers wish to deploy LLM-as-judge methods.

119
119
article thumbnail

No-IT. Really. No. I. T. – R&a IT Strategy and Architecture

R&A

What happens when your organisation suddenly loses all of its IT? There are enough realistic ways for that to happen. Think: a really successful ransomware attack. As it turns out, first turning ourselves into 'digital organisations', and then requiring a speedy recovery from 'digital armageddon' creates a weapons grade challenge.

92
article thumbnail

Resilience in Action: How Cloudera’s Platform, and Data in Motion Solutions, Stayed Strong Amid the CrowdStrike Outage

Cloudera Blog

Late last week, the tech world witnessed a significant disruption caused by a faulty update from CrowdStrike, a cybersecurity software company that focuses on protecting endpoints, cloud workloads, identity, and data. This update led to global IT outages, severely affecting various sectors such as banking, airlines, and healthcare. Many organizations found their systems rendered inoperative, highlighting the critical importance of system resilience and reliability.

article thumbnail

Flink AI: Real-Time ML and GenAI Enrichment of Streaming Data with Flink SQL on Confluent Cloud

Confluent

Learn how to use Flink SQL on Confluent Cloud to invoke ML and GenAI endpoints to enrich streaming data

Cloud 83
article thumbnail

Article: Scaling Challenges: Productivity, Cost Efficiency, and Microservice Management

InfoQ Articles

The main objective of this article is to delve into the technical complexities and strategic adjustments undertaken by Trainline. By examining challenges such as managing peak transaction volumes and orchestrating microservice architectures, we aim to uncover the valuable lessons learned and insights gained from Trainline's journey through the dynamic landscape of digital transportation platforms.

93
article thumbnail

HN741: History of Networking: How Bridging Saved Ethernet

Packet Pushers

Ready to take a trip back to the 1980s and learn some networking history? We talk with Alan Kirby, who was there forty years ago when the first Ethernet bridge was created at Digital Equipment Corporation (DEC). He explains the story of why and how it came to be. We discuss how Ethernet compared to. Read more » Ready to take a trip back to the 1980s and learn some networking history?

article thumbnail

Introducing Mosaic AI Model Training for Fine-Tuning GenAI Models

databricks

Today, we're thrilled to announce that Mosaic AI Model Training's support for fine-tuning GenAI models is now available in Public Preview. At Databricks.

116
116
article thumbnail

Apiumhub Named Among Top IT Services Companies in 2024 by Techreviewer.co

Apium Hub

Apiumhub, a leading provider of software development services, today announced it has been named among the top IT services companies in 2024 by Techreviewer.co, a respected industry publication. This recognition is a testament to Apiumhub’s dedication to helping businesses achieve their digital transformation goals by delivering innovative, high-quality software solutions.