The Netflix TechBlog

MARCH 7, 2024

In addition to Spark, we want to support last-mile data processing in Python, addressing use cases such as feature transformations, batch inference, and training. We use metaflow.Table to resolve all input shards which are distributed to Metaflow tasks which are responsible for processing terabytes of data collectively.

Systems 235

Systems Media Cache Open Source 235

The Netflix TechBlog

NOVEMBER 22, 2019

Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

NOVEMBER 22, 2019

Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

FEBRUARY 9, 2021

entertainment?—?and However, it would be cost-inefficient to leverage this same hardware for lightweight and more consistent traffic patterns that an asset management service requires. Briefly, let’s review the steps: The batch process is initiated by a cron job. the background image shown above).

Engineering 172

Engineering Storage Latency Entertainment 172

Percona

NOVEMBER 9, 2023

Applications can be horizontally scaled with Kubernetes by adding or deleting containers based on resource allocation and incoming traffic demands. It distributes the load among containers and nodes automatically, ensuring that your application can handle any spike in traffic without the need for manual intervention from an IT staff.

Efficiency 117

Efficiency Cloud Healthcare Open Source 117

All Things Distributed

NOVEMBER 15, 2016

Previously, I wrote about Amazon QuickSight , a new service targeted at business users that aims to simplify the process of deriving insights from a wide variety of data sources quickly, easily, and at a low cost. QuickSight is a very fast, cloud-powered, business intelligence service for the 1/10th the cost of old-guard BI solutions.

Analytics 126

Analytics Availability Media Social Media 126

Dotcom-Montior

MAY 12, 2020

Users who rely on the websites for their fundamental needs or entertainment will not tolerate even a few seconds delay. A request will be sent from the client-side and an HTTP check waits on the server port to get the message, process it, and then send back the response. Processing and generating the response. Network Latency.

Monitoring 63

Monitoring Entertainment Hardware Traffic 63

VoltDB

AUGUST 8, 2024

Real-time data platform defined A real-time data platform is designed to ingest, process, analyze, and act upon data instantaneously — right when it’s generated or received. Improved operational efficiency Real-time data platforms enhance operational efficiency by providing timely insights and automating processes.

IoT 52

IoT Latency Traffic Logistics 52

The Netflix TechBlog

NOVEMBER 12, 2019

Each queue is then processed by a separate Page Generation cluster that is launched to serve a particular partition. Once the generator is running, it processes the requests in the queue to compute the simulated pages. Generated pages are then persisted to an S3-backed Hive table for metrics processing.

Metrics 125

Metrics Testing Government Systems 125

The Netflix TechBlog

NOVEMBER 12, 2019

Each queue is then processed by a separate Page Generation cluster that is launched to serve a particular partition. Once the generator is running, it processes the requests in the queue to compute the simulated pages. Generated pages are then persisted to an S3-backed Hive table for metrics processing.

Metrics 100

Metrics Testing Government Systems 100

The Netflix TechBlog

NOVEMBER 12, 2019

Each queue is then processed by a separate Page Generation cluster that is launched to serve a particular partition. Once the generator is running, it processes the requests in the queue to compute the simulated pages. Generated pages are then persisted to an S3-backed Hive table for metrics processing.

Metrics 100

Metrics Testing Government Systems 100

Brendan Gregg

SEPTEMBER 5, 2017

There's also a ZFS send/recv code path that should try to use the TASK_INTERRUPTIBLE flag (as suggested by a coworker), to avoid a kernel hang (can't kill -9 the process). On Linux, containers are a combination of namespaces (restricting what a process sees) and cgroups (similar to Solaris resource controls). amazon").

Virtualization 75

Virtualization AWS Engineering Hardware 75