Remove 2019 Remove Architecture Remove Cache Remove Tuning
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Delta: A Data Synchronization and Enrichment Platform

The Netflix TechBlog

caching (Memcached etc.), In Netflix the microservice architecture is widely adopted and each microservice typically handles only one type of data. The architecture of the framework is illustrated in the following Chart. Below is a view of the high level architecture of the Delta platform. Please stay tuned.

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ML Platform Meetup: Infra for Contextual Bandits and Reinforcement Learning

The Netflix TechBlog

theme of the ML Platform meetup hosted at Netflix, Los Gatos on Sep 12, 2019. It featured three relevant talks from LinkedIn, Netflix and Facebook, and a platform architecture overview talk from first time participant Dropbox. dxblearn also allows them to fire off training jobs for hyperparameter tuning.

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ML Platform Meetup: Infra for Contextual Bandits and Reinforcement Learning

The Netflix TechBlog

theme of the ML Platform meetup hosted at Netflix, Los Gatos on Sep 12, 2019. It featured three relevant talks from LinkedIn, Netflix and Facebook, and a platform architecture overview talk from first time participant Dropbox. dxblearn also allows them to fire off training jobs for hyperparameter tuning.

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Understanding Execution Plan Operator Timings

SQL Performance

This can make it difficult to draw sound performance-tuning conclusions. They are run on SQL Server 2019 CU9 , on a laptop with 8 cores, and 16GB of memory allocated to the SQL Server 2019 instance. Total elapsed time is 933ms with 6,673ms of CPU time with a warm cache. Compatibility level 150 is used exclusively.

Servers 95
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Updated Azure SQL Database Tier Options

SQL Performance

Hyperscale achieves high performance from each compute node having SSD-based caches which helps minimize the network round trips to fetch data. There is a lot of awesome technology involved with Hyperscale in how it is architected to use SSD-based caches and page servers. Azure SQL Managed Instance Performance Considerations.

Azure 55
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AB Testing?—?So You Know What Really Works

Adrian Cockcroft

In a small system this may be a table in a central relational database, but it’s best setup as a NoSQL data source using something like Amazon DynamoDB or Apache Cassandra, with a caching client library or at large scale a microservice data access layer. For reference Netflix added almost 100,000 new users per day in Q4 2019).

Testing 52
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DBLog: A Generic Change-Data-Capture Framework

The Netflix TechBlog

This way, log event processing can resume event-by-event afterwards, eventually discovering the watermarks, without ever needing to cache log event entries. DBLog High Level Architecture. High Availability DBLog uses active-passive architecture. Figure 3?—?DBLog One instance is active and the others are passive standbys.

Database 197