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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Google Cloud Process Cloud Lambda Architecture 60

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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Systems Machine Learning Utilities Architecture 43

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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Systems Engineering Data Warehouse Architecture 67

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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Systems Machine Learning Data Mining Algorithm 94

Zalando Engineering

MAY 13, 2024

As a design system evolves alongside with the brand it represents, there are often multiple occasions when a need to introduce variations arises. The previous article on this blog gives a wider overview of the Zalando Design System. The previous article on this blog gives a wider overview of the Zalando Design System.

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Designing Systems Architecture Coding 59

LinkedIn Engineering

JANUARY 19, 2024

This multi-entity handover process involves huge amounts of data updating and cloning. Data consistency, feature reliability, processing scalability, and end-to-end observability are key drivers to ensuring business as usual (zero disruptions) and a cohesive customer experience. Push for eventual success of the request.

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Recruitment Data Process Process Kafka 88

Cloudera

JUNE 2, 2022

allowing developers to connect to any data source anywhere with any structure, process it, and deliver to any destination. This blog aims to answer two questions: What is a universal data distribution service? How to onboard data into their system? I don’t care about their system. What is the modern data stack?

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Systems Data Lake Google Cloud Cloud 104

DataKitchen

DECEMBER 9, 2022

ChatGPT> DataOps, or data operations, is a set of practices and technologies that organizations use to improve the speed, quality, and reliability of their data analytics processes. It involves bringing together people, processes, and technology to enable data-driven decision making and improve the efficiency of data-related workflows.

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Machine Learning Data Preparation Government Data Analytics 52

Uber Engineering

SEPTEMBER 23, 2021

With this new ability came new challenges that needed to be solved at Uber, such as systems for ad auctions, bidding, attribution, reporting, and more. This article focuses on how we … The post Real-Time Exactly-Once Ad Event Processing with Apache Flink, Kafka, and Pinot appeared first on Uber Engineering Blog.

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Kafka Process Systems Engineering 135

Netflix Tech

AUGUST 1, 2022

A Data Movement and Processing Platform @ Netflix By Bo Lei , Guilherme Pires , James Shao , Kasturi Chatterjee , Sujay Jain , Vlad Sydorenko Background Realtime processing technologies (A.K.A stream processing) is one of the key factors that enable Netflix to maintain its leading position in the competition of entertaining our users.

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Process Transportation Kafka Entertainment 109

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. Check out this blog.)

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Systems Healthcare Utilities Data Integration 52

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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Systems Hadoop Metadata Telecommunication 87

FreshBI

MAY 3, 2024

The purpose of this blog is to provide an example of how a manufacturing operation can use Business Intelligence (BI) anchored in its economic engine, to inform the ERP selection process. How Business Intelligence Informs Your ERP Selection So, back to our purpose for this blog - how to use BI to inform my ERP selection process.

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Manufacturing BI Process Banking 52

Uber Engineering

DECEMBER 16, 2021

It is currently used by hundreds of … The post Cadence Multi-Tenant Task Processing appeared first on Uber Engineering Blog. It scales horizontally to handle millions of concurrent executions from various customers.

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Process Engineering IT Systems 104

Cloudera

JUNE 28, 2022

In a previous blog of this series, Turning Streams Into Data Products , we talked about the increased need for reducing the latency between data generation/ingestion and producing analytical results and insights from this data. Building real-time streaming analytics data pipelines requires the ability to process data in the stream.

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Process Kafka SQL Machine Learning 85

Data Science Blog: Data Engineering

AUGUST 14, 2022

Many Process Mining projects mainly revolve around the selection and introduction of the right Process Mining tools. Relying on the right tool is of course an important aspect in the Process Mining project. Interested in introducing Process Mining to your organization? Do not hesitate to get in touch with us!

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Process Portfolio BI Business Intelligence 52

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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Architecture Database-centric Process BI 52

Knowledge Hut

JANUARY 3, 2024

A major computer system component is its operating system (OS). A computer would be a little more than a useless computer without an operating system. And at least one operating system must be installed on your computer to run simple programs like browsers. What is Operating System (OS)?

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Systems Programming Python Accessible 52

Knowledge Hut

MARCH 13, 2024

If you aspire to be a software engineer, you must follow a specific strategy and understand the Google software engineer interview process to land your dream job. While Google’s hiring process is similar to other companies, it requires careful consideration. Triage different system issues and resolve them by analyzing their source.

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Software Engineering Software Engineer Process Engineering 52

Cloudera

SEPTEMBER 20, 2021

In this blog series, we will discuss each of these deployments and the deployment choices made along with how they impact reliability. 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. .

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Kafka Systems Utilities Bytes 115

Knowledge Hut

JANUARY 31, 2024

As business systems get increasingly complex, information technology plays a critical role in ensuring the smooth day-to-day functioning of present-day systems. To know more about ITIL standards, CMBD, and ITIL learning paths, read the blog. It calls this value system the ITIL Service Value System (SVS) , involving 34 practices.

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Process Certification Telecommunication Database 52

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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Process Certification Project Utilities 52

Edureka

JULY 18, 2024

It understands concepts like ambiguity and nuance – the two biggest blindspots of traditional computer systems This shift from generic AI to context-aware systems paves the way for a more natural and effective human-machine interaction. Think about a smart home system. New to generative AI? How Does Contextual AI Work?

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Systems Retail Food Education 40

Knowledge Hut

JANUARY 18, 2024

“Big data Analytics” is a phrase that was coined to refer to amounts of datasets that are so large traditional data processing software simply can’t manage them. Get to know more about measures of dispersion through our blogs. Big data frameworks are instruments that simplify the processing of big data.

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Data Process Process Hadoop Scala 52

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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Systems Machine Learning Deep Learning Media 52

Cloudera

SEPTEMBER 19, 2022

The identity team at Cloudera has been working to add the System for Cross-domain Identity Management (SCIM) support to Cloudera Data Platform (CDP) and we’re happy to announce the general availability of SCIM on Azure Active Directory! SCIM (System for Cross-domain Identity Management): an Introduction. Are revocable.

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Systems Management Accessible Accessibility 100

LinkedIn Engineering

DECEMBER 6, 2022

With a reasonably sizable footprint of servers in data centers, LinkedIn is responsible for ensuring that these hosts are always on an operating system (OS) version deemed the ���latest and greatest��� for all intents and purposes. Another big challenge for this ecosystem was how snapshotting was conducted.

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Systems Metadata Datasets Designing 55

Cloudera

JULY 18, 2022

In part 1 of this blog we discussed how Cloudera DataFlow for the Public Cloud (CDF-PC), the universal data distribution service powered by Apache NiFi, can make it easy to acquire data from wherever it originates and move it efficiently to make it available to other applications in a streaming fashion. Data decays! Use case recap.

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Process Kafka Scala SQL 90

Knowledge Hut

MARCH 29, 2024

One of the most important steps in joining one of the world’s most inventive tech businesses is the Apple software engineer interview process. You need to consider all the above points to qualify for the Apple software engineer interview process. To succeed in this interview, you must be unique.

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Software Engineering Software Engineer Process Engineering 52

Knowledge Hut

JULY 26, 2023

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. What is Operating System Virtualization? Uses of Operating System Virtualization?

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Systems Cloud Computing Utilities Cloud 52

Edureka

AUGUST 2, 2023

Data processing analysts can be useful in this situation. Let’s take a deep dive into the subject and look at what we’re about to study in this blog: Table of Contents What Is Data Processing Analysis? What Does a Data Processing Analyst Do? What does a Data Processing Analysts do ?

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Data Process Process Data Cleanse Data Mining 52

Knowledge Hut

JANUARY 31, 2024

To establish these best practices and processes, the Information Technology Infrastructure Library (ITIL) and ITIL processes come in handy. This blog will teach you about numerous service desk procedures, IT service desk software, the significance of service desks, etc. What is ITIL?

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Process Certification Telecommunication Portfolio 52

Rockset

MARCH 27, 2023

In this post, we’ll explore the differences between real-time analytics databases and stream processing frameworks. Differing Paradigms Stream processing systems and real-time analytics (RTA) databases are both exploding in popularity. Let’s start with a quick summary of both stream processing and RTA databases.

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Database Process Scala SQL 52

Knowledge Hut

JANUARY 31, 2024

Managing competing priorities, costs, risks, and responsibilities necessitates a clear process and cross-functional collaboration. This blog reflects on the SDP in ITIL. Exploring the principles, processes, and importance of ITIL service design. This article will teach us about ITIL Service Design.

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Designing Process IT Portfolio 52

Databand.ai

JULY 19, 2023

Complete Guide to Data Ingestion: Types, Process, and Best Practices Helen Soloveichik July 19, 2023 What Is Data Ingestion? Data Ingestion is the process of obtaining, importing, and processing data for later use or storage in a database. However, the ultimate goal is simple: to prepare data for immediate use.

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Data Ingestion Process Data Cleanse Data Governance 52

Cloudera

MAY 13, 2021

Are you using the right stream processing engine for the job at hand? but have you really examined the stream processing engines out there in a side-by-side comparison to make sure? Specifically, the whitepaper analyzes the technical and operational differences between modern processing engines from the Apache open source community.

Process 101

Process Engineering Kafka Architecture 101

Knowledge Hut

JANUARY 30, 2024

This blog is an account of the conversation which will serve ITIL aspirants well. So, this framework provides uniform and consistent guidelines to all IT industries to define their IT Service Management processes. Services and processes are designed, and plans are implemented to have a better service management.

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Process Certification Telecommunication Government 52