Architecture, Java and Tuning - Technology Performance Pulse

Unlock end-to-end observability insights with Dynatrace PurePath 4 seamless integration of OpenTracing for Java

Dynatrace

DECEMBER 9, 2020

Cloud-native technologies and microservice architectures have shifted technical complexity from the source code of services to the interconnections between services. Heterogeneous cloud-native microservice architectures can lead to visibility gaps in distributed traces. Dynatrace news.

Java

Java Traffic Strategy Architecture

Bending pause times to your will with Generational ZGC

The Netflix TechBlog

MARCH 5, 2024

If you’re interested in how we use Java at Netflix, Paul Bakker’s talk How Netflix Really Uses Java , is a great place to start. In fact, we’ve found for our services and architecture that there is no such trade off. No explicit tuning has been required to achieve these results.

Latency

Latency Java Tuning Efficiency

Get out-of-the-box visibility into your ARM platform (Early Adopter)

Dynatrace

MAY 1, 2020

Other distributions like Debian and Fedora are available as well, in addition to other software like VMware, NGINX, Docker, and, of course, Java. We anticipate massive growth in the popularity of this architecture in the coming quarters, driven additionally by companies’ push for cost reductions. Stay tuned for more details.

Java

Java Hardware Tuning Metrics

Why PostgreSQL Is a Top Choice for Enterprise-level Databases

Percona

MARCH 23, 2023

It has connectors for programming languages such as Java, Python, and PHP, as well as integrations with popular data visualization tools such as Tableau and Power BI. Percona provides managed PostgreSQL services that include database monitoring, performance tuning, and backup and recovery services.

Database

Database Open Source Traffic Small Business

Native support for IBM mainframe in Dynatrace provides end-to-end visibility and AI-powered answers

Dynatrace

MAY 6, 2019

The IBM IMS TM Resource adapter is another important bridging technology that is mainly used by Java applications or web services to access IMS transactions that are running on host IMS systems. Deployment and architecture. A OneAgent for zLinux is planned for June 2019 with support for IBM Integration Bus, Java, and IBM HTTP Server.

Java

Java Programming Technology Technology

Dynatrace Application Security protects your applications in complex cloud environments

Dynatrace

DECEMBER 8, 2020

It identifies the biggest security problems and avoids your team chasing false positives by combining two unique technologies: PurePath distributed tracing and Smartscape , the automatically generated real-time topology map of all components of your containerized microservice architecture, including their interdependencies. Next up: node.js.

Cloud

Cloud Open Source Internet Internet

Optimize your applications with 24×7 continuous thread analysis

Dynatrace

OCTOBER 22, 2019

Thread dumps allow Java developers to understand which threads execute which code and whether or not certain threads are waiting or locked. A scalable architecture needs to distribute work across many threads in order to facilitate all the CPUs of a physical or virtual machine. Use case #1: Identify scalability issues.

Java

Java Scalability Hardware Architecture

World’s first and only fully automatic observability for Golang services now extended to statically linked Go applications

Dynatrace

OCTOBER 15, 2020

With no required recompilation or code changes, you can: Monitor web-scale and highly dynamic microservice architectures including statically as well as dynamically linked Go applications and platform components. So stay tuned! Optimize Go applications based on real-time data from production environments.

Transportation

Transportation Monitoring Metrics Code

A look behind the scenes of AWS Lambda and our new Lambda monitoring extension

Dynatrace

FEBRUARY 25, 2021

This has led to the recent release of our new Lambda monitoring extension supporting Node.js, Java, and Python. Distributing accounts across the infrastructure is an architectural decision, as a given account often has similar usage patterns, languages, and sizes for their Lambda functions. Stay tuned?for functionality?in

Lambda

Lambda AWS Monitoring Serverless

The case for a learned sorting algorithm

The Morning Paper

OCTOBER 18, 2020

For this, the authors use the Recursive Model Index (RMI) architecture as first introduced in ‘ The case for learned index structures ‘ In brief, RMI uses layers of simple linear models arranged in a hierarchy a bit like a mixture of experts. Learned Sort’s advantage holds over real datasets as well (§6.1

Cache

Cache C++ Java Tuning

Web Performance Bookshelf

Rigor

JANUARY 13, 2020

Information Architecture. The current state of Java¬Script and web browsers and includes brand-new material on features like class notation, arrow functions, iterators, async functions, template strings, and block scope. Web Performance Tuning. Web Performance Daybook-Volume-2. Progressive Web Apps. Eloquent Javascript.

Performance

Performance Social Media Website Website Performance

Working at Netflix 2017

Brendan Gregg

MAY 16, 2017

You might imagine that at some point we had a major scaling crises, where it looked like we'd fail due to an architectural bottleneck, and engineers worked long nights and weekends to save Netflix from certain disaster. Getting frame pointer support in Java was another project I did a while ago.

Java

Java Entertainment Engineering Scalability

OneAgent for Linux on IBM Z (General Availability)

Dynatrace

NOVEMBER 20, 2019

At Dynatrace, where we provide a software intelligence platform for hybrid environments (from infrastructure to cloud) we see a growing need to measure how mainframe architecture and the services running on it contribute to the overall performance and availability of applications. Stay tuned for more announcements on this topic.

Availability

Availability Hardware Java Tuning

OneAgent for Linux on IBM Z now available in Early Adopter Release

Dynatrace

AUGUST 8, 2019

At Dynatrace, where we provide a software intelligence platform for hybrid environments (from infrastructure to cloud) we see a growing need to measure how mainframe architecture and the services running on it contribute to the overall performance and availability of applications. Stay tuned for more announcements on this topic.

Availability

Availability Hardware Java Tuning

Achieving observability in async workflows

The Netflix TechBlog

MAY 14, 2021

Managing and operating asynchronous workflows can be difficult without the proper tools and architecture that puts observability, debugging, and tracing at the forefront. Initial offering of Prodicle Distribution backend When we decided to migrate the asynchronous workflow to Java, we landed on these additional requirements: 1.

Traffic

Traffic Latency Java Google

Orchestrating Data/ML Workflows at Scale With Netflix Maestro

The Netflix TechBlog

OCTOBER 18, 2022

Meson was based on a single leader architecture with high availability. Figure 1 shows the high-level architecture. Maestro high level architecture In Maestro, a workflow is a DAG (Directed acyclic graph) of individual units of job definition called Steps. With the high growth of workflows in the past few years?

Java

Java Scalability Traffic Architecture

How Netflix Content Engineering makes a federated graph searchable

The Netflix TechBlog

APRIL 12, 2022

In a federated graph architecture, how can we answer such a query given that each entity is served by its own service? Architecture Putting this all together, below you can see a simplified view of the architecture. This was done using graphql-java. Data Mesh streams are schematized with Avro.

Engineering

Engineering Architecture Java Infrastructure

Data Movement in Netflix Studio via Data Mesh

The Netflix TechBlog

JULY 26, 2021

Netflix is known for its loosely coupled microservice architecture and with a global studio footprint, surfacing and connecting the data from microservices into a studio data catalog in real time has become more important than ever. CDC events can also be sent to Data Mesh via a Java Client Producer Library. Please stay tuned!

Big Data

Big Data Government Analytics Processing

Zero Configuration Service Mesh with On-Demand Cluster Discovery

The Netflix TechBlog

AUGUST 29, 2023

In this architecture, service to service communication no longer goes through the single point of failure of a load balancer. The above architecture has served us well over the last decade, though changing business needs and evolving industry standards have added more complexity to our IPC ecosystem in a number of ways.

Traffic

Traffic Latency Cloud C++

Optimizing data warehouse storage

The Netflix TechBlog

DECEMBER 21, 2020

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. Orient: Gather tuning parameters for a particular table that changed. AutoAnalyze In short, AutoAnalyze finds the best tuning/configuration parameters for a table.

Storage

Storage Latency Efficiency Data Engineering

DBLog: A Generic Change-Data-Capture Framework

The Netflix TechBlog

DECEMBER 17, 2019

One which: interleaves log with dump events so that both can make progress allows to trigger dumps at any time does not use table locks uses standardized database features DBLog Framework DBLog is a Java-based framework, able to capture changes in real-time and to take dumps. DBLog High Level Architecture. Figure 3?—?DBLog

Database

Database Traffic Transportation Open Source

DBLog: A Generic Change-Data-Capture Framework

The Netflix TechBlog

DECEMBER 17, 2019

One which: interleaves log with dump events so that both can make progress allows to trigger dumps at any time does not use table locks uses commonly available database features DBLog Framework DBLog is a Java-based framework, able to capture changes in real-time and to take dumps. DBLog High Level Architecture. Figure 3?—?DBLog

Database

Database Traffic Transportation Open Source

A Showcase Of Lovely Little Websites

Smashing Magazine

NOVEMBER 24, 2021

The Islamic world has brought forth an incredibly rich heritage of architectural decoration, a heritage that deserves to be better known and that has a lot to offer not only to art historians, as David Wade points out. But beware, what sounds easy, is actually harder than you’d think. Will you make it through all 10 levels?

Website

Website Design Games Open Source

Egnyte Architecture: Lessons learned in building and scaling a multi petabyte content platform

High Scalability

NOVEMBER 25, 2019

Over time, costs for S3 and GCS became reasonable and with Egnyte’s storage plugin architecture, our customers can now bring in any storage backend of their choice. In general, Egnyte connect architecture shards and caches data at different levels based on: Amount of data. Languages: Java. This is the current architecture.

Architecture

Architecture Cache Azure Storage

Technology Performance Pulse

Unlock end-to-end observability insights with Dynatrace PurePath 4 seamless integration of OpenTracing for Java

Bending pause times to your will with Generational ZGC

Trending Sources

Get out-of-the-box visibility into your ARM platform (Early Adopter)

Why PostgreSQL Is a Top Choice for Enterprise-level Databases

Native support for IBM mainframe in Dynatrace provides end-to-end visibility and AI-powered answers

Dynatrace Application Security protects your applications in complex cloud environments

Optimize your applications with 24×7 continuous thread analysis

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Sponsored Post: Wynter, Pinecone, Kinsta, Bridgecrew, IP2Location, StackHawk, InterviewCamp.io, Educative, Stream, Fauna, Triplebyte

Sponsored Post: Wynter, Pinecone, Kinsta, Bridgecrew, IP2Location, StackHawk, InterviewCamp.io, Educative, Stream, Fauna, Triplebyte

World’s first and only fully automatic observability for Golang services now extended to statically linked Go applications

A look behind the scenes of AWS Lambda and our new Lambda monitoring extension

The case for a learned sorting algorithm

Web Performance Bookshelf

Working at Netflix 2017

OneAgent for Linux on IBM Z (General Availability)

OneAgent for Linux on IBM Z now available in Early Adopter Release

Achieving observability in async workflows

Orchestrating Data/ML Workflows at Scale With Netflix Maestro

How Netflix Content Engineering makes a federated graph searchable

Data Movement in Netflix Studio via Data Mesh

Zero Configuration Service Mesh with On-Demand Cluster Discovery

Optimizing data warehouse storage

DBLog: A Generic Change-Data-Capture Framework

DBLog: A Generic Change-Data-Capture Framework

A Showcase Of Lovely Little Websites

Egnyte Architecture: Lessons learned in building and scaling a multi petabyte content platform

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