Scalegrid

JANUARY 11, 2024

Native tools, such as CloudWatch from AWS, have more extensive integrations and provide comprehensive protection for data in the cloud compared to their third-party counterparts. For example, Blumira offers a third-party solution while AWS provides its own with CloudWatch.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Adrian Cockcroft

JUNE 21, 2022

I was mostly coding in C, tuning FORTRAN, and when I needed to do a lot of data analysis of benchmark results used the S-PLUS statistics language, that is the predecessor to R. I saw Erik Fisher last time I was in Budapest, and Constantin Gonzalez later became one of the first AWS solutions architects in Germany, too many names to mention.

Tuning 52

Tuning Benchmarking Engineering C++ 52

The Netflix TechBlog

OCTOBER 19, 2020

Now let’s look at how we designed the tracing infrastructure that powers Edgar. Our engineering teams tuned their services for performance after factoring in increased resource utilization due to tracing. Investigating a video streaming failure consists of inspecting all aspects of a member account.

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

HammerDB

APRIL 19, 2023

For example, if you are buying the latest Amazon memory-optimized EC2 instance (R7iz), the AWS page ( [link] ) tells us the following: Up to 3.9 sysbench is a widely used open-source benchmarking tool that is designed to evaluate the performance of CPU, memory, disk I/O, and database systems. Instead, use the default settings.

Performance 54

Performance Benchmarking Cache Storage 54

Dynatrace

OCTOBER 8, 2020

We’ve worked closely with our partner AWS to deliver a complete, end-to-end picture of your cloud environment that includes monitoring support for all AWS services. Now Dynatrace is pleased to announce another industry first: automatic, end-to-end observability for AWS Lambda functions in Node.js and Python via traces.

Lambda 299

Lambda AWS Programming Serverless 299

Dynatrace

NOVEMBER 24, 2020

As organizations plan, migrate, transform, and operate their workloads on AWS, it’s vital that they follow a consistent approach to evaluating both the on-premises architecture and the upcoming design for cloud-based architecture. AWS 5-pillars. Dynatrace and AWS. through our AWS integrations and monitoring support.

AWS 145

AWS Artificial Intelligence Best Practices Lambda 145

Dynatrace

JANUARY 19, 2021

With our enhanced AWS Lambda extension , we bring the power of Dynatrace PurePath 4 automatic tracing technology to serverless function observability. unique capabilities of the enhanced AWS Lambda extension include: An end-to-end distributed tracing view with full visibility?across Dynatrace news. AI-powered answers, provided by?

Lambda 213

Lambda Serverless AWS Mobile 213

Dynatrace

DECEMBER 22, 2019

AWS offers a broad set of global, cloud-based services including computing, storage, networking, Internet of Things (IoT), and many others. At Dynatrace, we’re constantly improving our AWS monitoring capabilities. Monitor and understand additional AWS services. Get up to 300 new AWS metrics out of the box. Dynatrace news.

AWS 136

AWS Metrics IoT Storage 136

Dynatrace

DECEMBER 22, 2019

AWS offers a broad set of global, cloud-based services including computing, storage, networking, Internet of Things (IoT), and many others. At Dynatrace, we’re constantly improving our AWS monitoring capabilities. Monitor and understand additional AWS services. Get up to 300 new AWS metrics out of the box. Dynatrace news.

AWS 133

AWS Metrics IoT Storage 133

Percona

APRIL 17, 2023

The main objective of this post is to share my experience over the past years tuning MongoDB and centralize the diverse sources that I crossed in this journey in a unique place. systemctl stop tuned $ systemctl disable tuned Dirty ratio The dirty_ratio is the percentage of total system memory that can hold dirty pages.

Best Practices 52

Best Practices Design Tuning Database 52

The Netflix TechBlog

MAY 26, 2020

Service Segmentation: The ease of the cloud deployments has led to the organic growth of multiple AWS accounts, deployment practices, interconnection practices, etc. VPC Flow Logs VPC Flow Logs is an AWS feature that captures information about the IP traffic going to and from network interfaces in a VPC. We named this library Sqooby.

Network 150

Network Tuning AWS Big Data 150

Dynatrace

APRIL 21, 2022

To stay tuned, keep an eye on our release notes. These limits are designed to prevent ActiveGate startup process slowdown and excessive node resource usage. Configuration API for AWS and Azure supporting services. This will happen with Dynatrace version 1.242 or later. New features and enhancements. Log Monitoring documentation.

Azure 221

Azure Metrics AWS Monitoring 221

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. This article will list some of the use cases of AutoOptimize, discuss the design principles that help enhance efficiency, and present the high-level architecture.

Storage 203

Storage Latency Efficiency Data Engineering 203

The Netflix TechBlog

FEBRUARY 18, 2022

This separation allows us to tune system configuration and scaling policies independently for different event priorities and traffic patterns. Event Priority Based Clusters AWS Instance Clusters that subscribe to the corresponding queues with the same priority.

Systems 334

Systems Traffic Architecture Mobile 334

The Netflix TechBlog

APRIL 29, 2019

takes place in Amazon Web Services (AWS), whereas everything that happens afterwards (i.e., Various software systems are needed to design, build, and operate this CDN infrastructure, and a significant number of them are written in Python. are you logged in? what plan do you have? what do you want to watch?)

Open Source 279

Open Source Network Infrastructure Big Data 279

The Netflix TechBlog

OCTOBER 27, 2020

The processed data is typically stored as data warehouse tables in AWS S3. The data warehouse is not designed to serve point requests from microservices with low latency. Stay Tuned The ideas discussed here include only a small set of problems with many more challenges still left to be identified and addressed.

Latency 243

Latency Storage Big Data Tuning 243

Dynatrace

MAY 20, 2020

Besides all the metrics that originate from your hosts, Dynatrace also collects all the important key performance metrics for services and real-user monitored applications as well as cloud platform metrics from AWS, Azure, and Cloud Foundry. GET /metrics. GET /metrics/{metricId}.

Metrics 231

Metrics Operating System Tuning Monitoring 231

The Netflix TechBlog

AUGUST 29, 2023

A brief history of IPC at Netflix Netflix was early to the cloud, particularly for large-scale companies: we began the migration in 2008, and by 2010, Netflix streaming was fully run on AWS. Today we have a wealth of tools, both OSS and commercial, all designed for cloud-native environments.

Traffic 220

Traffic Latency Cloud C++ 220

The Netflix TechBlog

SEPTEMBER 24, 2021

Figure 2: Cloud Resource and Job Sizes This initial architecture was designed at a time when packaging from a list of chunks was not possible and terabyte-sized files were not considered. Doing so has the added advantage of being able to design and tune the enhancement to suit the requirements of packager and our other encoding applications.

Cloud 237

Cloud Media Storage Cache 237

O'Reilly

NOVEMBER 28, 2023

Even with cloud-based foundation models like GPT-4, which eliminate the need to develop your own model or provide your own infrastructure, fine-tuning a model for any particular use case is still a major undertaking. Such policies would be designed to mitigate legal problems and require regulatory compliance. of users and 3.9%

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

All Things Distributed

APRIL 9, 2015

The Amazon ML console and API provide data and model visualization tools, as well as wizards to guide you through the process of creating machine learning models, measuring their quality and fine-tuning the predictions to match your application requirements. Details on the AWS Blog. Details on the AWS Blog. for a while already.

Lambda 122

Lambda Cloud IoT AWS 122

The Netflix TechBlog

MARCH 25, 2019

You are designing a learning system to forecast Service Level Agreement (SLA) violations and would want to factor in all upstream dependencies and corresponding historical states. Design a flexible data model ? —?Represent Therefore, the ingestion approach for data lineage is designed to work with many disparate data sources.

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

Dynatrace

NOVEMBER 10, 2022

While there are multiple ways to define cloud-native architecture, a consensus has formed around the following characteristics: Designed for automation. Infrastructure is provisioned and modified in code, eliminating much of the need for manual installation and tuning. The principles of cloud-native architecture.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

All Things Distributed

MARCH 19, 2018

At AWS, we continue to strive to enable builders to build cutting-edge technologies faster in a secure, reliable, and scalable fashion. Now, thousands of customers are trying Amazon SageMaker and building ML models on top of their data lakes in AWS. Post-training model tuning and rich states. This sounds like a pipe dream.

Scalability 159

Scalability Hardware AWS Tuning 159

The Netflix TechBlog

OCTOBER 18, 2022

As the usage increased, we had to vertically scale the system to keep up and were approaching AWS instance type limits. Maestro’s scalable foreach design to support super large iterations With this design, foreach pattern supports sequential loop and nested loop with high scalability.

Java 202

Java Scalability Traffic Architecture 202

All Things Distributed

MARCH 28, 2011

We see that with our Amazon customers; when they hear a great tune on a radio they may identify it using the Shazam or Soundhound apps on their mobile phone and buy that song instantly from the Amazon MP3 store. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway. All postings.

AWS 138

AWS Cloud Storage Internet 138

All Things Distributed

OCTOBER 2, 2017

With these requirements in mind, and a willingness to question the status quo, a small group of distributed systems experts came together and designed a horizontally scalable distributed database that would scale out for both reads and writes to meet the long-term needs of our business. This was the genesis of the Amazon Dynamo database.

Internet 128

Internet Internet AWS Performance 128

All Things Distributed

NOVEMBER 28, 2012

The nodes themselves are designed specifically for data warehousing workloads. Loading, monitoring, tuning, taking backups, and recovering from faults are complex and time-consuming tasks. We designed Amazon Redshift with integration and compatibility in mind. blog comments powered by Disqus. Contact Info. Werner Vogels.

Cloud 164

Cloud Storage Architecture Scalability 164

The Netflix TechBlog

DECEMBER 17, 2019

Designed with High Availability in mind. There are services at Netflix that use RDBMS kind of databases such as MySQL or PostgreSQL via AWS RDS. We designed the framework to minimize database impact. No locks on tables are ever acquired, which prevent impacting write traffic on the source database. Figure 4— Delta Connector.

Database 197

Database Traffic Transportation Open Source 197

The Netflix TechBlog

DECEMBER 17, 2019

Designed with High Availability in mind. There are services at Netflix that use RDBMS kind of databases such as MySQL or PostgreSQL via AWS RDS. We designed the framework to minimize database impact. No locks on tables are ever acquired, which prevent impacting write traffic on the source database. Figure 4— Delta Connector.

Database 212

Database Traffic Transportation Open Source 212

HammerDB

JANUARY 5, 2019

That is why we run a workload designed exactly for this purpose as it gives us a “benchmark” 2. Benchmarks are nothing like your real applications, and that’s actually good thing because unlike your application a good benchmark application like HammerDB has been designed to scale. Scalability.

Benchmarking 40

Benchmarking Database Social Media Scalability 40

All Things Distributed

DECEMBER 12, 2013

Moreover, a GSI''s performance is designed to meet DynamoDB''s single digit millisecond latency - you can add items to a Users table for a gaming app with tens of millions of users with UserId as the primary key, but retrieve them based on their home city, with no reduction in query performance. Start with DynamoDB.

Games 130

Games Scalability Database Retail 130

Percona

JULY 2, 2023

Database Performance Tuning : By optimizing backup schedules, monitoring for errors, or looking for ways to reduce backup storage needs, DBAs are always working to improve the efficiency of backups and restores. They also ensure that backup strategies adhere to industry and legal compliance requirements.

Strategy 52

Strategy Database Storage Open Source 52

All Things Distributed

OCTOBER 8, 2014

We designed DynamoDB to operate with at least 99.999% availability. Since launch, DynamoDB has been the core infrastructure powering various AWS and Amazon services and has provided more than 5 9s of availability worldwide. With today''s announcement, DynamoDB developers can now use the AWS SDKs to inject a JSON map into DynamoDB.

Availability 145

Availability Performance Scalability AWS 145

Tech News Gather

JUNE 16, 2023

Building a successful UberEats clone requires a well-planned strategy that takes into account various aspects, including market research, feature prioritization, intuitive design, robust development, and targeted marketing campaigns. Stay tuned to learn how to lay the foundation for a successful clone app that converts readers into leads.

Social Media 52

Social Media Tuning Strategy Media 52

Percona

NOVEMBER 3, 2023

PostgreSQL Cluster One coordinator node citus-coord-01 Three worker nodes citus1 citus2 citus3 Hardware AWS Instance Ubuntu Server 20.04, SSD volume type 64-bit (x86) c5.xlarge A future blog will continue my exploration into Citus by scaling out pgbench into other architectures.

Database 103

Database Benchmarking Latency C++ 103

High Scalability

NOVEMBER 25, 2019

Egnyte is a secure Content Collaboration and Data Governance platform, founded in 2007 when Google drive wasn't born and AWS S3 was cost-prohibitive. To help our customers manage ongoing data explosion, we have designed many of the core components over the last few years. How much upfront design should you do?

Architecture 52

Architecture Cache Azure Storage 52