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Designing Instagram

High Scalability

Design a photo-sharing platform similar to Instagram where users can upload their photos and share it with their followers. Generating machine learning based personalized recommendations to discover new people, photos, videos, and stories relevant one’s interest. High Level Design. Component Design. API Design.

Design 334
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Extend business observability: Extract business events from online databases (Part 2)

Dynatrace

In part 2, we’ll show you how to retrieve business data from a database, analyze that data using dashboards and ad hoc queries, and then use a Davis analyzer to predict metric behavior and detect behavioral anomalies. Similar to the tutorial extension, we created an extension that performs queries against databases.

Database 274
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Optimize mobile app performance, adoption, and conversions with Session Replay and business analytics

Dynatrace

How do I connect the dots between mobile analytics and performance monitoring? Data privacy by design allows Session Replay to automatically mask each mobile user’s personally identifiable information (PII) data. Connect the dots between mobile analytics and performance monitoring with mobile business analytics.

Analytics 211
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Scalable Annotation Service?—?Marken

The Netflix TechBlog

An example for storing both time and space based data would be an ML algorithm that can identify characters in a frame and wants to store the following for a video In a particular frame (time) In some area in image (space) A character name (annotation data) Pic 1 : Editors requesting changes by drawing shapes like the blue circle shown above.

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Data Reprocessing Pipeline in Asset Management Platform @Netflix

The Netflix TechBlog

Production Use Cases Real-Time APIs (backed by the Cassandra database) for asset metadata access don’t fit analytics use cases by data science or machine learning teams. This feature support required a significant update in the data table design (which includes new tables and updating existing table columns).

Media 237
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Procella: unifying serving and analytical data at YouTube

The Morning Paper

Procella: unifying serving and analytical data at YouTube Chattopadhyay et al., to understand YouTube video performance) drive tens of thousands of canned (known in advance) queries per second, that need to be served with latency in the tens of milliseconds. VLDB’19. Reporting and dashboarding use cases (e.g.

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Sustainable Web Development Strategies Within An Organization

Smashing Magazine

All industries have a part to play, and that includes web design and development. For example, changing our database architecture to be more efficient could save on server costs. On design systems, UX, web performance and CSS/JS. Watch the video of Jamie’s talk from Green Tech South West. Notably, this makes for 17.28

Strategy 123