Knowledge Hut

JANUARY 3, 2024

An operating system that allows multiple programmes to run simultaneously on a single processor machine is known as a multiprogramming operating system. Imagine that I/O is a part of the process that is currently running (which, by definition, does not need the CPU to be accomplished). context switching).

Systems 98

Systems Utilities Programming Language Programming 98

Knowledge Hut

JANUARY 28, 2024

The change control process is a crucial aspect of project management intended to manage and regulate changes made to the project plan, schedule, and budget. These change control process steps are planning, analyzing, approval, testing, implementing, and closing. What is Change Control in Project Management?

Process 98

Process Project Designing Pharmaceutical 98

The Pragmatic Engineer

NOVEMBER 21, 2023

If you had a continuous deployment system up and running around 2010, you were ahead of the pack: but today it’s considered strange if your team would not have this for things like web applications.  Avoiding downtime was nerve-wracking, and the notion of a 'rollback' was as much a relief as a technical process. 

Engineering 302

Engineering Bytes Cloud Computing AWS 302

LinkedIn Engineering

OCTOBER 19, 2023

Authors: Bingfeng Xia and Xinyu Liu Background At LinkedIn, Apache Beam plays a pivotal role in stream processing infrastructures that process over 4 trillion events daily through more than 3,000 pipelines across multiple production data centers.

Process 119

Process Lambda Architecture Kafka Machine Learning 119

Data Engineering Podcast

MARCH 31, 2024

Summary Working with data is a complicated process, with numerous chances for something to go wrong. To bring observability to dbt projects the team at Elementary embedded themselves into the workflow. Can you start by outlining what elements of observability are most relevant for dbt projects?

Project 130

Project Data Lake High Quality Data Data Workflow 130

Data Engineering Podcast

DECEMBER 25, 2022

Recognizing this shortcoming and the capabilities that could be unlocked by a robust solution Rishabh Poddar helped to create Opaque Systems as an outgrowth of his PhD studies. That way data engineers and data users can process to their heart’s content without worrying about their cloud bill. Pricing for SQLake is simple.

Machine Learning 130

Machine Learning Systems Data Lake Data Warehouse 130

Start Data Engineering

MAY 28, 2024

Project demo 3. Use DuckDB to process data, not for multiple users to access data 4.2. Cost calculation: DuckDB + Ephemeral VMs = dirt cheap data processing 4.3. Processing data less than 100GB? Distributed systems are scalable, resilient to failures, & designed for high availability 4.5. Introduction 2.

Data Pipeline 219

Data Pipeline Python Building Data 219

Knowledge Hut

APRIL 16, 2024

Over several decades, projects have been initiated or undertaken due to market demands, business needs, at the behest of customer request, technological advancements and to comply with regulatory requirements. We will look at some of the key project management methods followed in today’s world. Know more about the project description.

Project 98

Project Management Programming Designing 98

Knowledge Hut

FEBRUARY 1, 2024

Not only could this recommendation system save time browsing through lists of movies, it can also give more personalized results so users don’t feel overwhelmed by too many options. What are Movie Recommendation Systems? Recommender systems have two main categories: content-based & collaborative filtering.

Systems 98

Systems Entertainment Algorithm Datasets 98

Knowledge Hut

OCTOBER 29, 2023

Choosing the best computer science project topic is critical to the success of any computer science student or employee. After all, the more engaging and interesting topic, the more likely it is that students or employees will be able to stay motivated and focused throughout the duration of the project.

Computer Science 111

Computer Science Coding Project Hospitality 111

Engineering at Meta

SEPTEMBER 7, 2023

We’re introducing Arcadia, Meta’s unified system that simulates the compute, memory, and network performance of AI training clusters. We need a systemized source of truth that can simulate various performance factors across compute, storage, and network collectively. For instance, the AI Research SuperCluster for AI research.

Systems 112

Systems Architecture Designing Utilities 112

Knowledge Hut

MAY 6, 2024

The scope keeps changing as the project makes progress on the agreed timeline, so, the estimation becomes a challenging task for the product owner. Agile software estimation is used for realistic planning to implementing the project requirements as per commitments. What is Estimation in Agile?

Project 98

Project Programming Certification Database 98

Knowledge Hut

APRIL 12, 2024

Project management plays a significant role in the success of every organization. It ensures that the project is on track, aids in efficient management of resources, and also keeps the stakeholders know what is project and what's happening in it. What is Project Management Structures, and Why is it Important?

Project 98

Project Management Certification Designing 98

Knowledge Hut

MAY 6, 2024

Applying systems thinking views a system as a set of interconnected and interdependent components defined by its limits and more than the sum of their parts (subsystems). When one component of a system is altered, the effects frequently spread across the entire system. are the main objectives of systems thinking.

Systems 98

Systems Transportation Certification Healthcare 98

Engineering at Meta

DECEMBER 10, 2024

Were explaining the end-to-end systems the Facebook app leverages to deliver relevant content to people. At Facebooks scale, the systems built to support and overcome these challenges require extensive trade-off analyses, focused optimizations, and architecture built to allow our engineers to push for the same user and business outcomes.

Systems 74

Systems Architecture Engineering Data Pipeline 74

Knowledge Hut

JANUARY 11, 2024

For most of us, the role of a Project Manager is quite well defined. But how many of us know the role a project manager plays in an Agile project? Some other questions that often boggle budding Agilists are, exactly how different a product owner is different from a project manager? And are these roles interchangeable?

Project 98

Project Management Certification Process 98

The Pragmatic Engineer

OCTOBER 17, 2024

We recently covered how CockroachDB joins the trend of moving from open source to proprietary and why Oxide decided to keep using it with self-support , regardless Web hosting:  Netlify : chosen thanks to their super smooth preview system with SSR support. Internal comms: Chat: Slack Coordination / project management: Linear 3.

Cloud 278

Cloud AWS Metadata Cloud Computing 278

The Pragmatic Engineer

AUGUST 22, 2023

Tommy has built his own video games, consulted on a wide variety of game projects, and for a decade has taught game development at various universities. Each project typically takes several years to create, with shifting hardware specifications and emerging competitors and trends to anticipate and react to, during the process.

Software Engineer 207

Software Engineer Software Engineering Consulting Entertainment 207

The Pragmatic Engineer

SEPTEMBER 19, 2024

In the early 90’s, DOS programs like the ones my company made had its own Text UI screen rendering system. This rendering system was easy for me to understand, even on day one. Our rendering system was very memory inefficient, but that could be fixed. By doing so, I got to see every screen of the system.

Recruitment 176

Recruitment Java Coding Project 176

Data Engineering Podcast

OCTOBER 29, 2023

In this episode Tanya Bragin shares her experiences as a product manager for two major vendors and the lessons that she has learned about how teams should approach the process of tool selection. Learn more about Datafold by visiting dataengineeringpodcast.com/datafold Data projects are notoriously complex.

Database 189

Database BI SQL Machine Learning 189

Data Engineering Podcast

FEBRUARY 4, 2024

Summary Stream processing systems have long been built with a code-first design, adding SQL as a layer on top of the existing framework. RisingWave is a database engine that was created specifically for stream processing, with S3 as the storage layer. Can you describe what RisingWave is and the story behind it?

SQL 173

SQL Data Lake High Quality Data Data Pipeline 173

Cloudera

NOVEMBER 15, 2024

They also still capture much of this data through manual processes. One of the biggest challenges with digitizing the output of these manual processes is transforming this unstructured data into something that can actually deliver actionable insights. The way to leverage this for business insight is to digitize that data.

Machine Learning 91

Machine Learning Unstructured Data Project Database 91

Data Engineering Podcast

DECEMBER 24, 2023

Summary Kafka has become a ubiquitous technology, offering a simple method for coordinating events and data across different systems. If you've learned something or tried out a project from the show then tell us about it! If you've learned something or tried out a project from the show then tell us about it!

Kafka 245

Kafka Data Lake High Quality Data SQL 245

Netflix Tech

JUNE 1, 2023

To do this, we devised a novel way to simulate the projected traffic weeks ahead of launch by building upon the traffic migration framework described here. Replay traffic enabled us to test our new systems and algorithms at scale before launch, while also making the traffic as realistic as possible.

Algorithm 140

Algorithm Metadata Kafka Systems 140

Precisely

SEPTEMBER 26, 2024

It doesn’t seem like long ago that we thought of artificial intelligence (AI) as a futuristic concept—but today, it’s here in full swing, and organizations across sectors are working to integrate it into their core processes. However, achieving success in AI projects isn’t just about deploying advanced algorithms or machine learning models.

Project 75

Project Government Data Governance Data Integration 75

Data Engineering Podcast

MARCH 3, 2024

Who needs to be involved in the process of defining and developing that program? What are the skills and systems that need to be in place to effectively execute on an AI program? "AI" What are the most interesting, unexpected, or challenging lessons that you have learned while working on powering AI systems?

Programming 162

Programming Data Lake High Quality Data Data Pipeline 162

Data Engineering Weekly

SEPTEMBER 26, 2024

Last Friday, we discussed the challenges in bulk discovery and anonymization processes in data warehouses. Most cloud providers offer built-in encryption options and key management systems (KMS) , making it easier to stay compliant without sacrificing security. sensitivity, project). Why care about privacy?

Systems 69

Systems Engineering Data Warehouse Architecture 69

The Pragmatic Engineer

APRIL 19, 2023

I still remember being in a meeting where a Very Respected Engineer was explaining how they are building a project, and they said something along the lines of "and, of course, idempotency is non-negotiable." I was sceptical that any system would automatically reject resumes, because I never saw this as a hiring manager.

Software Engineer 295

Software Engineer Software Engineering Engineering Media 295

The Pragmatic Engineer

SEPTEMBER 28, 2023

Willem Spruijt is a software engineer whom I worked on the same team with at Uber in Amsterdam, building payments systems. So we had a quarterly planning process to ensure all project dependencies were incorporated into each team’s roadmap. We cover one out of four topics in today’s subscriber-only The Pulse issue.

Software Engineer 253

Software Engineer Software Engineering Engineering Building 253

Data Engineering Podcast

JUNE 30, 2024

Petr shares his journey from being an engineer to founding Synq, emphasizing the importance of treating data systems with the same rigor as engineering systems. He discusses the challenges and solutions in data reliability, including the need for transparency and ownership in data systems.

Pipeline-centric 147

Pipeline-centric Engineering Data Lake High Quality Data 147

Data Engineering Podcast

MAY 21, 2023

Proponents of the streaming paradigm argue that stream processing engines can easily handle batched workloads, but the reverse isn't true. The batch world has been the default for years because of the complexities of running a reliable streaming system at scale. Stream processing technologies have been around for around a decade.

Data Lake 162

Data Lake Machine Learning Kafka Data Warehouse 162

Data Engineering Podcast

SEPTEMBER 3, 2023

The dlt project was created to eliminate overhead and bring data integration into your full control as a library component of your overall data system. The obvious comparison is with systems like Singer/Meltano/Airbyte in the open source space, or Fivetran/Matillion/etc. in the commercial space. Datafold : ![Datafold]([link]

Data Integration 162

Data Integration BI SQL Python 162

Data Engineering Podcast

SEPTEMBER 10, 2023

Summary Data systems are inherently complex and often require integration of multiple technologies. Can you start by defining what data orchestration is and how it differs from other types of orchestration systems? If you've learned something or tried out a project from the show then tell us about it! Datafold : ![Datafold]([link]

BI 208

BI SQL Data Machine Learning 208

The Pragmatic Engineer

MARCH 19, 2024

When evaluated on the SWE-Bench benchmark, which asks an AI to resolve GitHub issues found in real-world open-source projects, Devin correctly resolves 13.86% of the issues unassisted, far exceeding the previous state-of-the-art model performance of 1.96% unassisted and 4.80% assisted.” And COBOL was just one of many attempts.

Software Engineer 276

Software Engineer Software Engineering Programming Language Media 276

Precisely

SEPTEMBER 23, 2024

More specifically, these companies use IBM Z systems. billion in 2023 and is projected to grow at a compound annual growth rate (CAGR) of 6.4% This growth is driven by the ongoing need for reliable, high-capacity computing systems, particularly in sectors like banking, finance, and government​. on the Richter scale.

Banking 116

Banking Insurance Finance Systems 116

Data Engineering Podcast

FEBRUARY 25, 2024

Over the decades of research and development into building these software systems there are a number of common components that are shared across implementations. When Paul Dix decided to re-write the InfluxDB engine he found the Apache Arrow ecosystem ready and waiting with useful building blocks to accelerate the process.

Database 162

Database Technology Data Lake High Quality Data 162

Netflix Tech

MAY 4, 2023

Behind the scenes, a myriad of systems and services are involved in orchestrating the product experience. These backend systems are consistently being evolved and optimized to meet and exceed customer and product expectations. This technique facilitates validation on multiple fronts.

Utilities 139

Utilities Systems Architecture Coding 139