The Netflix TechBlog

OCTOBER 27, 2020

Data scientists and engineers collect this data from our subscribers and videos, and implement data analytics models to discover customer behaviour with the goal of maximizing user joy. The processed data is typically stored as data warehouse tables in AWS S3.

Latency 243

Latency Storage Big Data Tuning 243

DZone

MAY 21, 2019

The demand for more IT resource-intensive applications has significantly increased today, whether it is to process quicker transactions, gain real-time insight, crunch big data sets, or to meet customer expectations. That’s because NVMe provides 6x higher bandwidth and IOPS advantage compared to SAS/SATA SSD.

Performance 100

Performance Big Data Storage Processing 100

Scalegrid

MARCH 14, 2024

This article will explore hybrid cloud benefits and steps to craft a plan that aligns with your unique business challenges. Workloads from web content, big data analytics, and artificial intelligence stand out as particularly well-suited for hybrid cloud infrastructure owing to their fluctuating computational needs and scalability demands.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Tech News Gather

OCTOBER 7, 2023

This article sheds light on the often-underestimated capabilities of phone call tracking apps and why they deserve your undivided attention. By optimizing your marketing and customer service based on call data, you can outperform competitors who rely solely on digital analytics.

Strategy 52

Strategy Big Data Scalability Games 52

Highly Scalable

MARCH 1, 2012

At the same time, NoSQL data modeling is not so well studied and lacks the systematic theory found in relational databases. In this article I provide a short comparison of NoSQL system families from the data modeling point of view and digest several common modeling techniques. General Notes on NoSQL Data Modeling.

Database 279

Database Ecommerce Efficiency Engineering 279

All Things Distributed

NOVEMBER 19, 2010

In an in-depth article on Streaming Media Dan Rayburn analyzed the impact of Amazon Cloudfront move to GA: Amazons CDN Gets More Competitive, Adds SLA, New Edge Locations, Lower Pricing. Understanding Throughput-Oriented Architectures - background article in CACM on massively parallel and throughput vs latency oriented architectures.

AWS 67

AWS Cloud Benchmarking Storage 67

Highly Scalable

MAY 1, 2012

In this article, I provide an overview of probabilistic data structures that allow one to estimate these and many other metrics and trade precision of the estimations for the memory consumption. I would like to thank Mikhail Khludnev and Kirill Uvaev, who reviewed this article and provided valuable suggestions. Case Study.

Analytics 191

Analytics Traffic Big Data Efficiency 191

All Things Distributed

FEBRUARY 24, 2010

I laid out some of these challenges in an article explaining the concept of eventual consistency. If you need to achieve high-availability and scalable performance, you will need to resort to data replication techniques. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway.

AWS 69

AWS Latency Database Scalability 69

The Agile Manager

FEBRUARY 27, 2012

The rise of Big Data - the ability to store and analyze large volumes of structured and unstructured, internal and external data - promises to let companies react more nimbly than ever before. A megabyte of cloud-based disk storage is no different from a kilowatt of electricity. Nor is cloud computing.

Ecommerce 45

Ecommerce Social Media Retail Airlines 45

Percona

JANUARY 14, 2019

In a partitioned massively parallel database system, the storage format and sorting algorithm may not be optimized for that operation as we are reading multiple partitions in parallel. To do that I’m using the ClickHouse function alphaTokens (body) which will split the “body” field into words.

Database 40

Database Analytics Blockchain Healthcare 40