Netflix Studio中通过数据网格的数据移动

By Andrew Nguonly, Armando Magalhães, Obi-Ike Nwoke, Shervin Afshar, Sreyashi Das, Tongliang Liu, Wei Liu, Yucheng Zeng

通过 Andrew Nguonly, 阿曼多-马加良斯, Obi-Ike Nwoke, 谢尔文-阿夫沙尔, Sreyashi Das, 刘同亮, 刘伟, 曾玉成

Background

背景介绍

Over the next few years, most content on Netflix will come from Netflix’s own Studio. From the moment a Netflix film or series is pitched and long before it becomes available on Netflix, it goes through many phases. This happens at an unprecedented scale and introduces many interesting challenges; one of the challenges is how to provide visibility of Studio data across multiple phases and systems to facilitate operational excellence and empower decision making. Netflix is known for its loosely coupled microservice architecture and with a global studio footprint, surfacing and connecting the data from microservices into a studio data catalog in real time has become more important than ever.

未来几年，Netflix上的大部分内容将来自Netflix自己的工作室。从Netflix的电影或剧集被提出来的那一刻起，到它在Netflix上出现之前的很长时间，它经历了许多阶段。这种情况以前所未有的规模发生，并带来了许多有趣的挑战；其中一个挑战是如何在多个阶段和系统中提供工作室数据的可见性，以促进卓越运营和授权决策。Netflix以其松散耦合的微服务架构而闻名，随着全球工作室的足迹，实时浮现和连接来自微服务的数据到工作室数据目录，变得比以往任何时候都重要。

Operational Reporting is a reporting paradigm specialized in covering high-resolution, low-latency data sets, serving detailed day-to-day activities¹ and processes of a business domain. Such a paradigm aspires to assist front-line operations personnel and stakeholders in “running the business”²; performing their tasks through means such as ad hoc analysis, decision-support, and tracking (of tasks, assets, schedules, etc). The paradigm spans across methods, tools, and technologies and is usually defined in contrast to analytical reporting and predictive modeling which are more strategic (vs. tactical) in nature.

运营报告是一种报告范式，专门涵盖高分辨率、低延迟的数据集，为业务领域的详细日常活动¹和流程服务。这种范式旨在帮助一线操作人员和利益相关者 "经营业务"²；通过临时分析、决策支持和跟踪（任务、资产、时间表等）等手段执行他们的任务。该范式跨越了各种方法、工具和技术，通常与分析报告和预测模型形成对比，后者在本质上更具战略性（而非战术性）。

At Netflix Studio, teams build various views of business data to provide visibility for day-to-day decision making...