The Netflix TechBlog

OCTOBER 28, 2021

Netflix’s unique work culture and petabyte-scale data problems are what drew me to Netflix. During earlier years of my career, I primarily worked as a backend software engineer, designing and building the backend systems that enable big data analytics. You can learn more about it from my talk at the Flink forward conference.

Data Engineering 173

Data Engineering Engineering Big Data Software Engineering 173

Dynatrace

JUNE 26, 2023

Software analytics offers the ability to gain and share insights from data emitted by software systems and related operational processes to develop higher-quality software faster while operating it efficiently and securely. This involves big data analytics and applying advanced AI and machine learning techniques, such as causal AI.

Software 187

Software Software Analytics Big Data 187

The Morning Paper

MAY 14, 2019

Seer: leveraging big data to navigate the complexity of performance debugging in cloud microservices Gan et al., Using network queue depths alone is enough to signal a large fraction of QoS violations, although smaller than when the full instrumentation is available. ASPLOS’19.

Big Data 45

Big Data Cloud Performance Hardware 45

DZone

JULY 29, 2019

These processes are only possible with a distributed architecture and parallel processing mechanisms that Big Data tools are based on. One of the top trending open-source data storage that responds to most of the use cases is Elasticsearch.

Big Data 157

Big Data Government Open Source Storage 157

Scalegrid

MAY 13, 2020

When handling large amounts of complex data, or big data, chances are that your main machine might start getting crushed by all of the data it has to process in order to produce your analytics results. Greenplum features a cost-based query optimizer for large-scale, big data workloads. Query Optimization.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Dynatrace

MARCH 24, 2023

This orchestration includes provisioning, scheduling, networking, ensuring availability, and monitoring container lifecycles. Part of its popularity owes to its availability as a managed service through the major cloud providers, such as Amazon Elastic Kubernetes Service , Google Kubernetes Engine , and Microsoft Azure Kubernetes Service.

Infrastructure 186

Infrastructure Open Source Operating System Cloud 186

Dynatrace

JULY 6, 2020

Our customers have frequently requested support for this first new batch of services, which cover databases, big data, networks, and computing. See the health of your big data resources at a glance. Azure Virtual Network Gateways. Azure Front Door. Azure Traffic Manager.

Azure 147

Azure Cloud Big Data Virtualization 147

Scalegrid

NOVEMBER 25, 2019

Google Cloud does offer their own wide column store and big data database called Bigtable which is actually ranked #111, one under ScyllaDB at #110 on DB-Engines. Their managed service, Scylla Cloud, is currently only available on AWS, and you must use the ScyllaDB Enterprise version to leverage their DBaaS. The remaining 13.0%

Big Data 187

Big Data Database Open Source Azure 187

The Netflix TechBlog

MAY 4, 2023

It provides a good read on the availability and latency ranges under different production conditions. Additionally, for mismatches, we record the normalized and unnormalized responses from both sides to another big data table along with other relevant parameters, such as the diff.

Traffic 339

Traffic Latency Tuning Systems 339

DZone

AUGUST 4, 2022

Spark-Radiant is now available and ready to use. is available in Maven central. In this blog, I will discuss the availability of Spark-Radiant 1.0.4, The dependency for Spark-Radiant 1.0.4 features to boost the performance , reduce the cost, and the increased observability for Spark Application.

Performance 246

Performance Metrics Availability Big Data 246

Dynatrace

JANUARY 16, 2023

That trend will likely continue as Kubernetes security awareness further rises and a new class of security solutions becomes available. Big data : To store, search, and analyze large datasets, 32% of organizations use Elasticsearch. This corresponds to an annual growth rate of +55%.

Open Source 343

Open Source Java Operating System Programming 343

Dynatrace

MARCH 14, 2022

With so much at stake, the directive for IT and security teams became even more concrete: clinicians need systems that are available at any time and from anywhere, they could not experience outages, and they could not be vulnerable to cyberattacks. AIOps plays a critical role in this app’s availability.

Healthcare 227

Healthcare Artificial Intelligence Innovation Strategy 227

Dynatrace

DECEMBER 15, 2022

ITOps is also responsible for configuring, maintaining, and managing servers to provide consistent, high-availability network performance and overall security, including a disaster readiness plan. These teams also perform routine daily tasks, negotiate IT vendor contracts, and oversee IT upgrades. ITOps vs. AIOps.

Artificial Intelligence 202

Artificial Intelligence DevOps Hardware Virtualization 202

The Netflix TechBlog

JUNE 7, 2021

Network Availability: The expected continued growth of our ecosystem makes it difficult to understand our network bottlenecks and potential limits we may be reaching. The data is also used by security and other partner teams for insight and incident analysis.

Network 325

Network Transportation AWS Cloud 325

All Things Distributed

JUNE 20, 2017

The new region will give Hong Kong-based businesses, government organizations, non-profits, and global companies with customers in Hong Kong, the ability to leverage AWS technologies from data centers in Hong Kong. The new AWS Asia Pacific (Hong Kong) Region will have three Availability Zones and be ready for customers for use in 2018.

AWS 146

AWS Logistics Cloud Social Media 146

High Scalability

APRIL 14, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). You will be designing and implementing distributed systems : large-scale web crawling platform, integrating Deep Learning based web data extraction components, working on queue algorithms, large datasets, creating a development platform for other company departments, etc.

Education 105

Education Software Engineering Scalability Engineering 105

High Scalability

MAY 12, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). You will be designing and implementing distributed systems : large-scale web crawling platform, integrating Deep Learning based web data extraction components, working on queue algorithms, large datasets, creating a development platform for other company departments, etc.

Education 102

Education Software Engineering Scalability Engineering 102

High Scalability

MARCH 24, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). You will be designing and implementing distributed systems : large-scale web crawling platform, integrating Deep Learning based web data extraction components, working on queue algorithms, large datasets, creating a development platform for other company departments, etc.

Education 105

Education Software Engineering Engineering Big Data 105

High Scalability

APRIL 28, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). You will be designing and implementing distributed systems : large-scale web crawling platform, integrating Deep Learning based web data extraction components, working on queue algorithms, large datasets, creating a development platform for other company departments, etc.

Education 102

Education Software Engineering Scalability Engineering 102

Scalegrid

FEBRUARY 8, 2024

Key Takeaways Distributed storage systems benefit organizations by enhancing data availability, fault tolerance, and system scalability, leading to cost savings from reduced hardware needs, energy consumption, and personnel. Variations within these storage systems are called distributed file systems.

Storage 130

Storage Systems Big Data Azure 130

High Scalability

MARCH 30, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). You will be designing and implementing distributed systems : large-scale web crawling platform, integrating Deep Learning based web data extraction components, working on queue algorithms, large datasets, creating a development platform for other company departments, etc.

Education 105

Education Software Engineering Engineering Big Data 105

High Scalability

MAY 26, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). You will be designing and implementing distributed systems : large-scale web crawling platform, integrating Deep Learning based web data extraction components, working on queue algorithms, large datasets, creating a development platform for other company departments, etc.

Education 100

Education AWS Software Engineering Scalability 100

All Things Distributed

JANUARY 6, 2016

Today, I’m happy to announce that the Asia Pacific (Seoul) Region is now generally available for use by customers worldwide. With the Seoul Region now available, Nexon plans to use AWS not just for mobile games but also for latency-sensitive PC online games.

AWS 110

AWS Cloud Games Latency 110

All Things Distributed

DECEMBER 8, 2016

Today, I'm happy to share that the Canada (Central) Region is available for use by customers worldwide. The AWS Cloud now operates in 40 Availability Zones within 15 geographic regions around the world, with seven more Availability Zones and three more regions coming online in China, France, and the U.K. in the coming year.

AWS 155

AWS Cloud Lambda Innovation 155

All Things Distributed

JUNE 26, 2016

Today, I’m happy to announce that the Asia Pacific (Mumbai) Region is generally available for use by customers worldwide. AdiMap uses Amazon Kinesis to process real-time streaming online ad data and job feeds, and processes them for storage in petabyte-scale Amazon Redshift. The opportunity to revolutionize.

AWS 90

AWS Cloud Healthcare Blockchain 90

All Things Distributed

SEPTEMBER 29, 2016

As a result, we have opened 35 Availability Zones (AZs), across 13 AWS Regions worldwide. After the launch of the French region there will be 10 Availability Zones in Europe. Based in the Paris area, the region will provide even lower latency and will allow users who want to store their content in datacenters in France to easily do so.

AWS 166

AWS IoT Internet Internet 166

Percona

JANUARY 19, 2023

It is available under a paid subscription. It was developed for optimizing data storage and access for big data sets. Some of them are: MySQL Cluster: MySQL NDB Cluster is an in-memory database clustering solution developed by Oracle for MySQL. It supports native sharding being transparent for the application.

Open Source 93

Open Source Storage Database Big Data 93

All Things Distributed

NOVEMBER 12, 2012

The Region launches with two Availability Zones to help customers build highly available applications. This new Asia Pacific (Sydney) Region has been highly requested by companies worldwide, and it provides low latency access to AWS services for those who target customers in Australia and New Zealand.

Cloud 117

Cloud AWS Ecommerce Latency 117

ScaleOut Software

APRIL 3, 2020

The real-time digital twin software tracks and updates this information using incoming messages whenever significant events affecting the ventilator occur, such as when it moves from place to place, is put in use, becomes available, encounters a mechanical issue, has an expected repair time, etc.

Logistics 52

Logistics Analytics Scalability Cloud 52

ScaleOut Software

APRIL 3, 2020

The real-time digital twin software tracks and updates this information using incoming messages whenever significant events affecting the ventilator occur, such as when it moves from place to place, is put in use, becomes available, encounters a mechanical issue, has an expected repair time, etc.

Logistics 52

Logistics Analytics Scalability Cloud 52

The Netflix TechBlog

OCTOBER 15, 2019

High availability, via standby instances across AWS Availability Zones. Historically, message publishing at Netflix is optimized for availability instead of durability (see a previous blog ). The tradeoff is potential broker data inconsistencies in various edge scenarios. In addition, we support Cassandra (multi-master).

Transportation 192

Transportation Architecture Processing Storage 192

The Netflix TechBlog

MARCH 2, 2021

I started working at a local payment processing company after graduation, where I built survival models to calculate lifetime value and experimented with them on our brand new big data stack. I was doing data science without realizing it. Each company has their own spin on data scientist responsibilities.

Analytics 207

Analytics C++ Innovation Engineering 207

All Things Distributed

MAY 27, 2015

Bootcamps you can register for include “Getting Started with AWS — Technical,” “Store and Manage Big Data in the Cloud,” “Architecting Highly Available Apps,” and “Taking AWS Operations to the Next Level.”. Usually these cost $600, but at the AWS Pop-up Loft we are offering them for free.

AWS 95

AWS Education Big Data Games 95

ACM Sigarch

MAY 31, 2023

Heterogeneous and Composable Memory (HCM) offers a feasible solution for terabyte- or petabyte-scale systems, addressing the performance and efficiency demands of emerging big-data applications. About CXL hardware availability with academia. Currently, being application-transparent has a higher priority. Using emulation (e.g.

Latency 52

Latency Hardware Cache Architecture 52

Dynatrace

MAY 1, 2023

Then, big data analytics technologies, such as Hadoop, NoSQL, Spark, or Grail, the Dynatrace data lakehouse technology, interpret this information. Here are the six steps of a typical ITOA process : Define the data infrastructure strategy. Why use a data lakehouse for causal AI? Why is ITOA important? Apache Spark.

Analytics 188

Analytics Artificial Intelligence Big Data Open Source 188

Rigor

MAY 22, 2019

Big data is like the pollution of the information age. The Big Data Struggle and Performance Reporting. As the big data era brings in multiple options for visualization, it has become apparent that not all solutions are created equal. No fuss, no muss. Conclusion.

Big Data 76

Big Data Monitoring Performance Metrics 76

All Things Distributed

AUGUST 16, 2011

Government and Big Data. One particular early use case for AWS GovCloud (US) will be massive data processing and analytics. Several agencies of very different parts of the government have needs for data analytics that really put the Big in Big-Data, sometimes several orders of magnitude larger than commonly found in industry.

AWS 111

AWS Government Big Data Cloud 111