Efficiency, Java, Strategy and Traffic - Technology Performance Pulse

Digital transformation strategies: Success stories from three digital transformation journeys

Dynatrace

MAY 8, 2023

Digital transformation strategies are fundamentally changing how organizations operate and deliver value to customers. Some of the benefits organizations seek from digital transformation journeys include the following: Increased DevOps automation and efficiency. Previously, they had 12 tools with different traffic thresholds.

Strategy

Strategy Retail DevOps Education

Intro to Redis Sharding

Scalegrid

APRIL 5, 2024

This method involves splitting data over various nodes to improve the database’s efficiency. It enhances scalability and manages traffic surges, though it requires specific client support and limits multi-key operations to a single hash slot. Specifically, 16384 hash slots make up the entire keyspace within Redis.

Scalability

Scalability Efficiency Java Database

Log auditing and log forensics benefit from converging observability and security data

Dynatrace

APRIL 13, 2023

Logs can include information about user activities, system events, network traffic, and other various activities that can help to detect and respond to critical security incidents. Efficient and effective log audit and forensics practices can require specialized understanding of cloud environments, applications, and log formats.

Analytics

Analytics Java Infrastructure Cloud

Building Netflix’s Distributed Tracing Infrastructure

The Netflix TechBlog

OCTOBER 19, 2020

Our tactical approach was to use Netflix-specific libraries for collecting traces from Java-based streaming services until open source tracer libraries matured. We chose Open-Zipkin because it had better integrations with our Spring Boot based Java runtime environment. Storage: don’t break the bank!

Infrastructure

Infrastructure Transportation Storage Open Source

Seamlessly Swapping the API backend of the Netflix Android app

The Netflix TechBlog

SEPTEMBER 8, 2020

Over the course of this post, we will talk about our approach to this migration, the strategies that we employed, and the tools we built to support this. service with a composable JavaScript API that made downstream microservice calls, replacing the old Java API. Java…Script? It was a Node.js Replay Testing Enter replay testing.

Latency

Latency Cache Java Traffic

Dynatrace Application Security protects your applications in complex cloud environments

Dynatrace

DECEMBER 8, 2020

Research by the Enterprise Strategy Group in 2020 shows 60% of reported breached production applications in the past 12 months involved a known and unpatched vulnerability. One single platform drives efficient DevSecOps collaboration and automated vulnerability management. Next up: node.js.

Cloud

Cloud Open Source Internet Internet

Elasticsearch Indexing Strategy in Asset Management Platform (AMP)

The Netflix TechBlog

MARCH 10, 2023

No matter whether you use in-house deployments or hosted solutions, you can quickly stand up an Elasticsearch cluster, and start integrating it from your application using one of the clients provided based on your programming language (Elasticsearch has a rich set of languages it supports; Java, Python, .Net, Net, Ruby, Perl etc.).

Strategy

Strategy Cache Analytics Storage

Reactjs vs React Native – Differences, Advantages, and Disadvantages

Enprowess

MAY 24, 2022

Reactjs has the capability of server-side rendering, which offers a power boost to the SEO of a web page or an application and helps in fetching more organic traffic. It gives a massive boost to the overall SEO strategy. React JS offers more time efficiency. React Native offers comparatively less time efficiency.

Mobile

Mobile Open Source Virtualization Speed

Data Movement in Netflix Studio via Data Mesh

The Netflix TechBlog

JULY 26, 2021

With dependable near real-time data, Studio teams are able to track and react better to the ever-changing pace of productions and improve efficiency of global business operations using the most up-to-date information. CDC events can also be sent to Data Mesh via a Java Client Producer Library. The audits check for equality (i.e.

Big Data

Big Data Government Analytics Processing

Evolving Regional Evacuation

The Netflix TechBlog

SEPTEMBER 23, 2019

In the event of an isolated failure we first pre-scale microservices in the healthy regions after which we can shift traffic away from the failing one. In 2013 we first developed our multi-regional availability strategy in response to a catalyst that led us to re-architect the way our service operates.

Traffic

Traffic Metrics Mobile Government

DBLog: A Generic Change-Data-Capture Framework

The Netflix TechBlog

DECEMBER 17, 2019

Nonetheless, we found a number of limitations that could not satisfy our requirements e.g. stalling the processing of log events until a dump is complete, missing ability to trigger dumps on demand, or implementations that block write traffic by using table locks. Blocking write traffic by locking tables. Writing events to any output.

Database

Database Traffic Transportation Open Source

DBLog: A Generic Change-Data-Capture Framework

The Netflix TechBlog

DECEMBER 17, 2019

Nonetheless, we found a number of limitations that could not satisfy our requirements e.g. stalling the processing of log events until a dump is complete, missing ability to trigger dumps on demand, or implementations that block write traffic by using table locks. Blocking write traffic by locking tables. Writing events to any output.

Database

Database Traffic Transportation Open Source

The Show Must Go On: Securing Netflix Studios At Scale

The Netflix TechBlog

SEPTEMBER 13, 2021

Adding to the complexity, many of the checklist items themselves had a variety of different options to fulfill them (“new apps do this , but legacy apps do that”; “Java apps should use this approach , but Ruby apps should try one of these four things”… yes, there were flowcharts inside checklists.

Internet

Internet Internet Cloud Traffic

Structural Evolutions in Data

O'Reilly

SEPTEMBER 19, 2023

But in its early form of a Hadoop-based ML library, Mahout still required data scientists to write in Java. ” (We’ll miss rush hour traffic.) “What if I bring my duffel bag instead of the roll-aboard?” Stage 2: Machine learning models Hadoop could kind of do ML, thanks to third-party tools.

Hardware

Hardware Storage Big Data Blockchain

The Story of Apollo - Amazon’s Deployment Engine

All Things Distributed

NOVEMBER 12, 2014

Without efficient, reliable, and repeatable software updates, engineers need to redirect their focus from developing new features to managing and debugging their deployments. An automated deployment system needs to carefully sequence a software update across a fleet while it is actively receiving traffic.

Engineering

Engineering AWS Java Traffic

Technology Performance Pulse

Digital transformation strategies: Success stories from three digital transformation journeys

Intro to Redis Sharding

Trending Sources

Log auditing and log forensics benefit from converging observability and security data

Building Netflix’s Distributed Tracing Infrastructure

Seamlessly Swapping the API backend of the Netflix Android app

Dynatrace Application Security protects your applications in complex cloud environments

Elasticsearch Indexing Strategy in Asset Management Platform (AMP)

Reactjs vs React Native – Differences, Advantages, and Disadvantages

Data Movement in Netflix Studio via Data Mesh

Evolving Regional Evacuation

DBLog: A Generic Change-Data-Capture Framework

DBLog: A Generic Change-Data-Capture Framework

The Show Must Go On: Securing Netflix Studios At Scale

Structural Evolutions in Data

The Story of Apollo - Amazon’s Deployment Engine

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