Dynatrace

SEPTEMBER 30, 2021

Recently, 53 Dynatracers convened in a Zoom room for 5 action-packed hours to take on our first AWS GameDay challenge, an event we participated in to help our developers accelerate their AWS certification path. What is the value of AWS training and certification?

AWS 246

AWS Best Practices Cloud Analytics 246

The Netflix TechBlog

DECEMBER 17, 2024

We kick off with a few topics focused on how were empowering Netflix to efficiently produce and effectively deliver high quality, actionable analytic insights across the company. Subsequent posts will detail examples of exciting analytic engineering domain applications and aspects of the technical craft.

Analytics 212

Analytics Engineering Entertainment Metrics 212

Dynatrace

DECEMBER 5, 2023

This growth was spurred by mobile ecosystems with Android and iOS operating systems, where ARM has a unique advantage in energy efficiency while offering high performance. Energy efficiency and carbon footprint outshine x86 architectures The first clear benefit of ARM in the enterprise IT landscape is energy efficiency.

Architecture 290

Architecture Efficiency Energy Monitoring 290

The Netflix TechBlog

DECEMBER 21, 2020

By Anupom Syam Background At Netflix, our current data warehouse contains hundreds of Petabytes of data stored in AWS S3 , and each day we ingest and create additional Petabytes. We built AutoOptimize to efficiently and transparently optimize the data and metadata storage layout while maximizing their cost and performance benefits.

Storage 212

Storage Latency Efficiency Data Engineering 212

Dynatrace

MARCH 5, 2025

The certification focuses on accuracy and transparency in calculating greenhouse gas (GHG) emissions for AWS, Azure, GCP, and on-premises host instances. Storage calculations assume that one terabyte consumes 1.2 Cloud storage is replicated twice, which doubles the energy consumption per terabyte.

Energy 223

Energy Analytics Traffic Cloud 223

Dynatrace

JULY 25, 2022

Dynatrace has added support for the newly introduced Amazon Virtual Private Cloud (VPC) Flow Logs for AWS Transit Gateway. This new service enhances the user visibility of network details with direct delivery of Flow Logs for Transit Gateway to your desired endpoint via Amazon Simple Storage Service (S3) bucket or Amazon CloudWatch Logs.

AWS 246

AWS Transportation Network Traffic 246

The Netflix TechBlog

MARCH 31, 2025

Besides the need for robust cloud storage for their media, artists need access to powerful workstations and real-time playback. Local storage and compute services are connected through the Netflix Open Connect network (Netflix Content Delivery Network) to the infrastructure of Amazon Web Services (AWS).

Media 203

Media Logistics Innovation Cloud 203

The Netflix TechBlog

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! To sustain this data growth at Netflix, it has deployed open-source software Ceph using AWS services to achieve the required SLOs of some of the post-production workflows.

AWS 38

AWS Entertainment Open Source Benchmarking 38

The Netflix TechBlog

MARCH 6, 2019

Mounting object storage in Netflix’s media processing platform By Barak Alon (on behalf of Netflix’s Media Cloud Engineering team) MezzFS (short for “Mezzanine File System”) is a tool we’ve developed at Netflix that mounts cloud objects as local files via FUSE. Our object storage service splits objects into many parts and stores them in S3.

Media 218

Media Storage Processing Cache 218

Scalegrid

MAY 13, 2020

High performance, query optimization, open source and polymorphic data storage are the major Greenplum advantages. Greenplum’s high performance eliminates the challenge most RDBMS have scaling to petabtye levels of data, as they are able to scale linearly to efficiently process data. Polymorphic Data Storage. Major Use Cases.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

All Things Distributed

DECEMBER 13, 2016

In November 2015, Amazon Web Services announced that it would launch a new AWS infrastructure region in the United Kingdom. Today, I'm happy to announce that the AWS Europe (London) Region, our 16th technology infrastructure region globally, is now generally available for use by customers worldwide.

AWS 155

AWS Cloud Artificial Intelligence IoT 155

Dynatrace

MAY 26, 2021

The second focused on the OTel community, with more technical talks by representatives from companies like AWS, Elastic, and more. Trace-based sampling can help you save storage costs. This can help you save money in storage costs in the long run. AWS aims to support the streamlining of observability.

AWS 246

AWS Strategy Storage Metrics 246

Dynatrace

OCTOBER 4, 2022

While data lakes and data warehousing architectures are commonly used modes for storing and analyzing data, a data lakehouse is an efficient third way to store and analyze data that unifies the two architectures while preserving the benefits of both. Unlike data warehouses, however, data is not transformed before landing in storage.

Artificial Intelligence 246

Artificial Intelligence Storage Analytics Government 246

The Netflix TechBlog

MARCH 8, 2021

Below is a broad technical overview of how to go from an AWS instance to a Netflix Workstation. They could need a GPU when doing graphics-intensive work or extra large storage to handle file management. We rely on our internal partner teams to support components installed on the workstation, such as storage and artist tools.

Entertainment 307

Entertainment Storage Open Source Hardware 307

High Scalability

SEPTEMBER 8, 2018

Anna is not only incredibly fast, it’s incredibly efficient and elastic too: an autoscaling, multi-tier, selectively-replicating cloud service. No, I don’t think that is because AWS is earning a 355x margin on DynamoDB! Each storage server collects statistics about the requests it serves, the data it stores, etc.

Storage 199

Storage Performance AWS Cloud 199

Percona

DECEMBER 11, 2023

A quick configuration change may do the trick in improving the performance of your AWS RDS for MySQL instance. A Dedicated Log Volume (DLV) is a specialized storage volume designed to house database transaction logs separately from the volume containing the database tables. Who can benefit from DLV? and later v13 versions, 14.7

AWS 117

AWS Benchmarking Performance Traffic 117

The Netflix TechBlog

SEPTEMBER 24, 2021

Figure 1: A Simplified Video Processing Pipeline With this architecture, chunk encoding is very efficient and processed in distributed cloud computing instances. From chunk encoding to assembly and packaging, the result of each previous processing step must be uploaded to cloud storage and then downloaded by the next processing step.

Cloud 242

Cloud Media Storage Cache 242

The Netflix TechBlog

OCTOBER 19, 2020

Our distributed tracing infrastructure is grouped into three sections: tracer library instrumentation, stream processing, and storage. We earned the trust of our engineers by developing empathy for their operational burden and by focusing on providing efficient tracer library integrations in runtime environments.

Infrastructure 238

Infrastructure Transportation Storage Open Source 238

Brendan Gregg

NOVEMBER 29, 2017

At Netflix, we've been using these technologies as they've been made available for instance types in the AWS EC2 cloud. The latest AWS hypervisor, Nitro, uses everything to provide a new hardware-assisted hypervisor that is easy to use and has near bare-metal performance. AWS called this [enhanced networking]. The first was c3.

Virtualization 110

Virtualization AWS Hardware Storage 110

All Things Distributed

DECEMBER 12, 2018

In April 2017, Amazon Web Services announced that it would launch a new AWS infrastructure region Region in Sweden. Today, I'm happy to announce that the AWS Europe (Stockholm) Region, our 20th Region globally, is now generally available for use by customers. Public sector.

AWS 119

AWS Cloud Games Serverless 119

Dynatrace

DECEMBER 15, 2022

In this blog, we share three log ingestion strategies from the field that demonstrate how building up efficient log collection can be environment-agnostic by using our generic log ingestion application programming interface (API). 3: Ingest AWS Fargate logs with Fluent Bit. Let’s take this example of AWS Fargate.

Strategy 245

Strategy AWS Open Source Transportation 245

Dynatrace

SEPTEMBER 7, 2022

With Amazon Web Services, the main sources from which to ingest logs—Simple Storage Service, or S3, and CloudWatch —come with an additional cost. As of today’s announcement, AWS and Dynatrace strengthen their commitment to their customers to continue to deliver quality and value. The Dynatrace VPC Flow Log analysis capability.

Traffic 246

Traffic AWS Network Cloud 246

The Netflix TechBlog

OCTOBER 27, 2020

The processed data is typically stored as data warehouse tables in AWS S3. Therefore, we must efficiently move data from the data warehouse to a global, low-latency and highly-reliable key-value store. As the paved path for moving data to key-value stores, Bulldozer provides a scalable and efficient no-code solution.

Latency 252

Latency Storage Big Data Tuning 252

The Morning Paper

MARCH 8, 2020

Building an elastic query engine on disaggregated storage , Vuppalapati, NSDI’20. Snowflake is a data warehouse designed to overcome these limitations, and the fundamental mechanism by which it achieves this is the decoupling (disaggregation) of compute and storage. joins) during query processing. Disaggregation (or not).

Storage 112

Storage Engineering Cache Serverless 112

Dynatrace

NOVEMBER 3, 2022

The containerization craze has continued for enterprises, with benefits such as portability, efficiency, and scalability. Serverless container offerings such as AWS Fargate enable companies to manage and modify containers while abstracting server layers to offer customization without increased complexity. million in 2020.

Serverless 297

Serverless Azure Hardware Transportation 297

Dynatrace

JANUARY 31, 2024

OpenPipeline high-performance filtering and preprocessing provides full ingest and storage control for the Dynatrace platform. As an example, in early preview usage, AWS GuardDuty events were reduced by 84% by filtering out security-irrelevant events, which reduced cost and alert noise at the same time.

Analytics 272

Analytics Processing Transportation Storage 272

Dynatrace

NOVEMBER 15, 2021

Driving this growth is the increasing adoption of hyperscale cloud providers (AWS, Azure, and GCP) and containerized microservices running on Kubernetes. Log analytics also help identify ways to make infrastructure environments more predictable, efficient, and resilient. billion in 2020 to $4.1 Accelerated innovation.

Analytics 264

Analytics Monitoring DevOps Artificial Intelligence 264

Dynatrace

OCTOBER 6, 2023

Buckets are similar to folders, a physical storage location. Debug-level logs, which also generate high volumes and have a shorter lifespan or value period than other logs, could similarly benefit from dedicated storage. Suppose a single Grail environment is central storage for pre-production and production systems.

Artificial Intelligence 279

Artificial Intelligence Metrics Analytics Storage 279

The Netflix TechBlog

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! To sustain this data growth at Netflix, it has deployed open-source software Ceph using AWS services to achieve the required SLOs of some of the post-production workflows.

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! To sustain this data growth at Netflix, it has deployed open-source software Ceph using AWS services to achieve the required SLOs of some of the post-production workflows.

AWS 100

AWS Entertainment Open Source Benchmarking 100

All Things Distributed

MAY 10, 2016

Building your applications with only managed components has become very popular, and AWS Lambda plays a crucial role in that. The Mobile Backend reference architecture demonstrates how to use AWS Lambda along with other services to build a serverless backend for a mobile application. about teletext.io are read eagerly around the globe.

Lambda 91

Lambda Serverless AWS Architecture 91

All Things Distributed

MARCH 5, 2012

Driving Compute Cost Down for AWS Customers. AWS today announced a substantial price drop from March 1, 2012 for many of the Amazon EC2, Amazon RDS, and Amazon ElastiCache instances types around the world. Driving costs down for our customers is part of the DNA of Amazon and therefore also part of the DNA of AWS. Comments ().

AWS 92

AWS Innovation Scalability Cache 92

All Things Distributed

JUNE 10, 2016

Building your applications with only managed components has become very popular, and AWS Lambda plays a crucial role in that. The Mobile Backend reference architecture demonstrates how to use AWS Lambda along with other services to build a serverless backend for a mobile application. about teletext.io are read eagerly around the globe.

Lambda 87

Lambda Serverless AWS Architecture 87

Scalegrid

MARCH 11, 2024

Additionally, we’ve implemented security measures in the ScaleGrid Control Panel and introduced Point in Time Restore (PITR) for PostgreSQL on AWS , a feature soon available across all clouds and databases.

AWS 130

AWS Storage Database Virtualization 130

The Netflix TechBlog

APRIL 26, 2022

The first version of our logger library optimized for storage by deduplicating facts and optimized for network i/o using different compression methods for each fact. Since we were optimizing at the logging level for storage and performance, we had less data and metadata to play with to optimize the query performance.

Storage 195

Storage Design Scalability Latency 195

All Things Distributed

JUNE 29, 2011

Driving Bandwidth Cost Down for AWS Customers. Any work we can do to improve over these dimensions generates long term benefits for AWS customers. Our account managers periodically call customers to work with them to see if there are opportunities to create better efficiencies and lower bills. Countdown to What is Next in AWS.

AWS 84

AWS Retail Innovation Strategy 84

Dynatrace

MAY 26, 2021

The second focused on the OTel community, with more technical talks by representatives from companies like AWS, Elastic, and more. Trace-based sampling can help you save storage costs. This can help you save money in storage costs in the long run. AWS aims to support the streamlining of observability.

AWS 147

AWS Strategy Storage Metrics 147