Pinterest Engineering

SEPTEMBER 12, 2023

Behind the scenes, hundreds of ML engineers iteratively improve a wide range of recommendation engines that power Pinterest, processing petabytes of data and training thousands of models using hundreds of GPUs. It often requires a long process that touches many languages and frameworks. As model architecture building blocks (e.g.

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Pinterest Engineering

AUGUST 8, 2024

In our previous system, which operated on a daily budget allocation model, the system relied on predicting daily budgets for individual users on a daily basis, constraining the flexibility and responsiveness required for dynamic user engagement and content changes. Figure 1 below shows the overview of the system architecture.

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Precisely

NOVEMBER 14, 2024

Most companies are now using SAP ® S/4HANA, which significantly affects how they use their SAP ® ERP system and the software client user interfaces they choose to deploy. Read on for a preview of the six essential trends from the 2025 Trends in SAP ® Processes and Automation report. What did they have to say? Let’s explore that next.

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Knowledge Hut

JULY 26, 2023

Utility computing and cloud computing are two terms often used in the realm of technology and computing. Utility computing refers to the concept of providing computing resources as a utility, similar to other public services like electricity or water. Offers a range of services over the internet.

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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.

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Netflix Tech

JANUARY 10, 2024

Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. The Netflix video processing pipeline went live with the launch of our streaming service in 2007. The Netflix video processing pipeline went live with the launch of our streaming service in 2007.

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Engineering at Meta

AUGUST 9, 2023

Explore is one of the largest recommendation systems on Instagram. Using more advanced machine learning models, like Two Towers neural networks, we’ve been able to make the Explore recommendation system even more scalable and flexible. locally popular media), which further contributes to system scalability.

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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.

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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. Once again, I want to thank the Data Heros community.

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Pinterest Engineering

JANUARY 18, 2024

In particular, our machine learning powered ads ranking systems are trying to understand users’ engagement and conversion intent and promote the right ads to the right user at the right time. Specifically, such discrepancies unfold into the following scenarios: Bug-free scenario : Our ads ranking system is working bug-free.

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Zalando Engineering

APRIL 22, 2024

We cannot process all requested communication as fast as possible. The business stakeholders have requested to ensure that we process the communication which supports critical business operations within the given service level objectives ( SLOs). We know if our system runs within its normal limits that we meet our SLOs.

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Towards Data Science

APRIL 30, 2024

Balancing correctness, latency, and cost in unbounded data processing Image created by the author. Intro Google Dataflow is a fully managed data processing service that provides serverless unified stream and batch data processing. It is the first choice Google would recommend when dealing with a stream processing workload.

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Edureka

JULY 4, 2024

Amazon Elastic File System (EFS) is a service that Amazon Web Services ( AWS ) provides. AWS Elastic File System ( EFS ) is a service for storing files in the cloud provided by AWS which is scalable, elastic, and highly available. What features does AWS Elastic File System offer? What is Amazon EFS? Key features include: 1.

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Striim

JULY 30, 2024

Ensuring system resilience is critical for maintaining a competitive edge in today’s data-driven world. As businesses rely on real-time data to fuel decision-making, it’s essential that their systems can withstand disruptions and maintain functionality. Want to learn more about why minimizing latency is crucial?

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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. The change request kickstarts the process of change control.

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Cloudera

SEPTEMBER 20, 2021

In Part 1, the discussion is related to: Serial and Parallel Systems Reliability as a concept, Kafka Clusters with and without Co-Located Apache Zookeeper, and Kafka Clusters deployed on VMs. . Serial and Parallel Systems Reliability . Serial Systems Reliability. Serial Systems Reliability.

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Knowledge Hut

JULY 26, 2023

OS virtualization is an innovative generation that has changed how we manage and utilize our computational resources. But what precisely is operating system virtualization? This blog will provide you all the information about the Operating System virtualization along with AWS Solution Architect syllabus.

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Knowledge Hut

MARCH 22, 2024

We may also deal with a lot of legacy systems with little documentation at work. Reverse engineering software is the process of dissecting it to understand its components, functionality, and workflow without having access to the source code. Legacy System Modernization. What is Reverse Engineering in Software Engineering?

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Cloudera

SEPTEMBER 15, 2022

Retail, where big data is used across all stages of the retail process—from product development, pricing, demand forecasting, and for inventory optimization in the stores. In this blog post, we will talk about a single Ozone cluster with the capabilities of both Hadoop Core File System (HCFS) and Object Store (like Amazon S3).

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The Pragmatic Engineer

OCTOBER 17, 2024

The name comes from the concept of “spare cores:” machines currently unused, which can be reclaimed at any time, that cloud providers tend to offer at a steep discount to keep server utilization high. Spare Cores attempts to make it easier to compare prices across cloud providers. Source: Spare Cores. Tech stack.

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Knowledge Hut

NOVEMBER 3, 2023

As an illustration of AI technique, ChatGPT has become extremely popular in Natural Language Processing. In this article, we will delve into the remarkable capabilities of ChatGPT when it comes to coding, exploring its efficiency, accuracy, and practical applications in the process of code development. Can ChatGPT write code?

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U-Next

FEBRUARY 16, 2023

As my thoughts started wandering around our Banking systems and Cosmos Bank Cyber-attack 2018. Also, the recovery also gets affected as there is a lag of almost 24 months between fraud and detection. A robust fraud detection and monitoring system is required. The system should time and again monitor and report audit authorities.

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Knowledge Hut

DECEMBER 27, 2023

The job of a business systems analyst is a uniquely cross-functional one that plays a critical role in improving a company’s processes for better operational efficiency. What is Business Systems Analyst? Typically, business systems analysts work for a tech company that is contracted out by various other companies.

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Knowledge Hut

JUNE 21, 2023

Business Systems Analysts are responsible for supervising an organization's computer systems and designing effective business processes to increase employee productivity, reduce expenses, and increase profits. In this post, we will look at a thorough resume structure for Business Systems Analysts.

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Rockset

DECEMBER 19, 2023

From his early days at Quora to leading projects at Facebook and his current venture at Fennel (a real-time feature store for ML), Nikhil has traversed the evolving landscape of machine learning engineering and machine learning infrastructure specifically in the context of recommendation systems.

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Data Engineering Podcast

SEPTEMBER 11, 2022

Summary Data engineering systems are complex and interconnected with myriad and often opaque chains of dependencies. What are the different places in a data system that schema definitions need to be established? How is the Schemata utility implemented? Can you describe what Schemata is and the story behind it?

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Data Engineering Podcast

APRIL 24, 2022

WhyLogs is a powerful library for flexibly instrumenting all of your data systems to understand the entire lifecycle of your data from source to productionized model. You have full control over your data and their plugin system lets you integrate with all of your other data tools, including data warehouses and SaaS platforms.

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WeCloudData

OCTOBER 19, 2021

Next, in order for the client to leverage their collected user clickstream data to enhance the online user experience, the WeCloudData team was tasked with developing recommender system models whereby users can receive more personalized article recommendations.

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WeCloudData

OCTOBER 19, 2021

Next, in order for the client to leverage their collected user clickstream data to enhance the online user experience, the WeCloudData team was tasked with developing recommender system models whereby users can receive more personalized article recommendations.

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Knowledge Hut

MARCH 18, 2024

Integrated Change Control (ICC) provides a comprehensive process for reviewing, evaluating, and approving changes to project scope, schedule, and resources. In this blog, I will walk you through the definition, purpose, process, and importance of integrated change control, as well as explore the benefits and best practices associated with it.

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Knowledge Hut

OCTOBER 27, 2023

System design projects involve creating a plan for a complex system that will meet specific requirements or solve a particular problem. These projects may involve designing software applications, network infrastructures, manufacturing processes, or other complex systems. What is System Design?

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Data Science Blog: Data Engineering

NOVEMBER 15, 2023

In addition to Business Intelligence (BI), Process Mining is no longer a new phenomenon, but almost all larger companies are conducting this data-driven process analysis in their organization. This aspect can be applied well to Process Mining, hand in hand with BI and AI. This is where the processes are filtered and analyzed.

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Knowledge Hut

JUNE 20, 2023

The process involves assigning tasks to team members, ensuring they have enough time to complete and monitor their progress. Below mentioned are the fundamental phases of the workload management process: Workload Forecasting: The most crucial aspect of workload management is comprehending the present and future project workload requirements.

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Precisely

DECEMBER 11, 2023

That has led to a wave of process automation initiatives aimed at streamlining business processes, improving operational efficiency, and increasing accuracy. Their leaders understand that effective data management is pivotal for efficiency, and that process automation can deliver a win-win on both cost and quality.

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Towards Data Science

APRIL 3, 2023

Building a Mental Model for Engineers and Anyone in Between Stream Processing can be handled gently and with care, or wildly, and almost out of control! By processing a smaller set of data, more often , you effectively divide and conquer a data problem that may otherwise be cost and time prohibitive.

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Knowledge Hut

SEPTEMBER 30, 2024

PRINCE2 ® is considered the abbreviation of Projects IN Controlled Environments and it is a structured project management process as well as the practitioner certification programme. Let us now read the PRINCE2 Processes and more in-depth about the PRINCE2 processes and models. Plan the initiation stage.

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Knowledge Hut

DECEMBER 5, 2023

If you have a passion for information technology (IT) and dream of turning it into a fulfilling career, ponder the path of a systems engineer. Join us on a detailed exploration of who can pursue a career as a systems engineer and the steps to become one in the year 2024. Who is a System Engineer, and What Do They Do?

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