DZone

DECEMBER 28, 2020

The system could work efficiently with a specific number of concurrent users; however, it may get dysfunctional with extra loads during peak traffic. For example, the gaming app has to present definite actions to bring the right experience. An app is built with some expectations and is supposed to provide firm results.

Performance Testing 230

Performance Testing Testing Tools Testing Performance 230

The Netflix TechBlog

MARCH 5, 2024

Each of these errors is a canceled request resulting in a retry so this reduction further reduces overall service traffic by this rate: Errors rates per second. In fact, we’ve found for our services and architecture that there is no such trade off.

Latency 228

Latency Java Tuning Efficiency 228

Dynatrace

OCTOBER 16, 2023

At the Dynatrace Innovate conference in Barcelona, Bernd Greifeneder, Dynatrace chief technology officer, discussed key examples of how the Dynatrace observability platform delivers value well beyond traditional monitoring. As customers continue to operate in the cloud, their needs for efficiency and cost-effectiveness only grow.

Innovation 186

Innovation DevOps Cloud Efficiency 186

The Netflix TechBlog

JANUARY 10, 2024

This architecture shift greatly reduced the processing latency and increased system resiliency. For example, in Reloaded the video quality calculation was implemented inside the video encoder module. Several promising ideas were abandoned owing to the outsized work needed to overcome architectural limitations.

Processing 229

Processing Media Latency Innovation 229

Scalegrid

JUNE 7, 2024

In this article, we will explore what RabbitMQ is, its mechanisms to facilitate message queueing, its role within software architectures, and the tangible benefits it delivers in real-world scenarios. It acts as a producer that delivers these messages to the message broker, storing and waiting for consumers to retrieve and process them.

IoT 130

IoT Software Architecture Architecture Scalability 130

The Netflix TechBlog

OCTOBER 18, 2022

We started seeing signs of scale issues, like: Slowness during peak traffic moments like 12 AM UTC, leading to increased operational burden. Meson was based on a single leader architecture with high availability. At Netflix, the peak traffic load can be a few orders of magnitude higher than the average load.

Java 202

Java Scalability Traffic Architecture 202

Scalegrid

FEBRUARY 8, 2024

Distributed Storage Architecture Distributed storage systems are designed with a core framework that includes the main system controller, a data repository for the system, and a database. This makes adopting such sophisticated multi-node-based arrangements exceedingly advantageous from both operational efficiency and financial viewpoints.

Storage 130

Storage Systems Big Data Azure 130

Dynatrace

JULY 18, 2023

This is especially crucial in microservice architectures, where the number of components can be overwhelming. However, scaling up software development requires more tools along the software product lifecycle, which must be configured promptly and efficiently. This can all be done safely and consistently in a repeatable manner.

Best Practices 179

Best Practices Code Infrastructure Latency 179

IO River

NOVEMBER 2, 2023

They need to deliver impeccable performance without breaking the bank.According to recent industry statistics, global streaming has seen an uptick of 30% in the past year, underscoring the importance of efficient CDN architecture strategies. Fundamentally, internet traffic can be broadly categorized into static and dynamic content.Â

Architecture 52

Architecture Performance Internet Internet 52

IO River

NOVEMBER 2, 2023

They need to deliver impeccable performance without breaking the bank.According to recent industry statistics, global streaming has seen an uptick of 30% in the past year, underscoring the importance of efficient CDN architecture strategies. Fundamentally, internet traffic can be broadly categorized into static and dynamic content.

Architecture 52

Architecture Performance Internet Internet 52

Scalegrid

JANUARY 8, 2024

Real-world examples like Spotify’s multi-cloud strategy for cost reduction and performance, and Netflix’s hybrid cloud setup for efficient content streaming and creation, illustrate the practical applications of each model. Thus making it an ideal choice for businesses seeking a successful implementation of their multi-cloud strategy.

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

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. Fully conceptualizing capacity requirements. Common findings. Dynatrace and AWS.

AWS 141

AWS Artificial Intelligence Best Practices Lambda 141

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. It requires an understanding of cloud architecture and distributed systems, with the goal of automating processes. Skills and expertise.

Analytics 175

Analytics Java Infrastructure Cloud 175

Dynatrace

JUNE 30, 2020

With any cloud technology, managing cost efficiency is critical. One example we often see is manag ing efficiency with cloud application workloads through intent-based capacity planning. This can be increasingly difficult with spontaneous user habits – or other outside variables.

Retail 202

Retail Cloud Metrics Efficiency 202

Dynatrace

FEBRUARY 16, 2023

“You’re getting all the architectural benefits of Grail—the petabytes, the cardinality—with this implementation,” including the three pillars of observability: logs, metrics, and traces in context. Learn more about the announcements at Perform 2023 in the Perform 2023 Guide: Organizations mine efficiencies with automation, causal AI.

Analytics 176

Analytics Innovation Metrics Database 176

Dynatrace

JANUARY 11, 2023

For example, uptime detection can identify database instability and help to improve mean time to restoration. Website monitoring examines a cloud-hosted website’s processes, traffic, availability, and resource use. This ensures the database queries are performant, while also identifying host problems. Website monitoring.

Cloud 214

Cloud Monitoring Best Practices Infrastructure 214

Dynatrace

SEPTEMBER 30, 2021

Like any move, a cloud migration requires a lot of planning and preparation, but it also has the potential to transform the scope, scale, and efficiency of how you deliver value to your customers. This can fundamentally transform how they work, make processes more efficient, and improve the overall customer experience. Here are three.

Cloud 158

Cloud Traffic Best Practices Strategy 158

The Netflix TechBlog

SEPTEMBER 23, 2019

In order to achieve this level of availability, we leverage an N+1 architecture where we treat Amazon Web Services (AWS) regions as fault domains, allowing us to withstand single region failures. In addition, the ratio of CE to mobile streaming differs regionally; for example, mobile is more popular in South America.

Traffic 190

Traffic Metrics Mobile Government 190

KeyCDN

FEBRUARY 22, 2023

Chatbots and virtual assistants Chatbots and virtual assistants are becoming more common on websites and web applications as they provide an efficient and convenient way for users to interact with a business. The main benefits of serverless architecture are cost savings and scalability.

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

Percona

SEPTEMBER 1, 2023

To address these challenges, architects must design robust and scalable MongoDB databases and adopt appropriate sharding strategies that can efficiently handle increasing workloads while ensuring continuous availability. It’s essential to select an appropriate shard key to ensure even data distribution and efficient querying.

Best Practices 71

Best Practices Traffic Database Servers 71

Dynatrace

JUNE 10, 2022

Today, the composable nature of code enables skilled IT teams to create and customize automated solutions capable of improving efficiency. ” While this methodology extends to every layer of the IT stack, infrastructure as code (IAC) is the most prominent example. IAC solves the issue of complex infrastructure environments.

Best Practices 198

Best Practices Infrastructure Code Speed 198

Percona

JUNE 22, 2023

For example, in a server cluster, multiple servers are used to host the same application so that if one server fails, the application can continue to run on the other servers. Load balancing : Traffic is distributed across multiple servers to prevent any one component from becoming overloaded.

Availability 104

Availability Database Open Source Hardware 104

Dynatrace

AUGUST 30, 2019

Reducing performance and architectural issues in their backend system gave them a 99% performance improvement! Singapore event last week, one of my colleagues showed a Dynatrace Service Flow for one of our customers, which consisted of 44 different layers of architecture that a single request had to travel through.

Cache 190

Cache Architecture Database Government 190

The Netflix TechBlog

SEPTEMBER 13, 2021

Supporting developers through those checklists for edge cases, and then validating that each team’s choices resulted in an architecture with all the desired security properties, was similarly not scalable for our security engineers. Examples include legacy mTLS and various webhook schemes?.

Internet 220

Internet Internet Cloud Traffic 220

The Netflix TechBlog

SEPTEMBER 8, 2020

As an example, to render the screen shown here, the app sends a query that looks like this: paths: ["videos", 80154610, "detail"] A path starts from a root object , and is followed by a sequence of keys that we want to retrieve the data for. It was a Node.js The context around why the Node.js

Latency 233

Latency Cache Java Traffic 233

IO River

NOVEMBER 2, 2023

CDN’s Effectiveness: Static Vs Dynamic ContentBack in the day, a CDN’s primary function revolved around caching static content and delivering it efficiently to end-users. Examples include real-time video conferencing, gaming, or personalized web pages. Here’s where CDN’s global architecture will not be as advantageous.Â

Cache 52

Cache Traffic Games Network 52

O'Reilly Software

DECEMBER 11, 2017

A message-based microservices architecture offers many advantages, making solutions easier to scale and expand with new services. The asynchronous nature of interservice interactions inherent to this architecture, however, poses challenges for user-initiated actions such as create-read-update-delete (CRUD) requests on an object.

Architecture 68

Architecture Government Latency Efficiency 68

The Netflix TechBlog

NOVEMBER 2, 2021

For example, when we design a new version of VMAF, we need to effectively roll it out throughout the entire Netflix catalog of movies and TV shows. The Reloaded system is a well-matured and scalable system, but its monolithic architecture can slow down rapid innovation. via bug fixes). We call this system Cosmos.

Media 171

Media Innovation Metrics Latency 171

The Netflix TechBlog

SEPTEMBER 2, 2020

Edgar helps Netflix teams troubleshoot distributed systems efficiently with the help of a summarized presentation of request tracing, logs, analysis, and metadata. While this abundance of dashboards and information is by no means unique to Netflix, it certainly holds true within our microservices architecture. What is Edgar?

Latency 296

Latency Transportation Engineering Traffic 296

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. See example below. Example: Filter Processor, Sink Processors Opt in to schema Evolution example 2.

Big Data 253

Big Data Government Analytics Processing 253

ACM Sigarch

OCTOBER 12, 2020

The focus of most published research in architecture is on applications implemented in high-performance, “ close-to-the-metal” languages essentially developed before computers got fast. Programmers continue to write applications in them, and they continue to evolve: the just approved C++20 standard is the latest example.

C++ 108

C++ Benchmarking Hardware Architecture 108

IO River

NOVEMBER 2, 2023

CDN’s Effectiveness: Static Vs Dynamic ContentBack in the day, a CDN’s primary function revolved around caching static content and delivering it efficiently to end-users. Examples include real-time video conferencing, gaming, or personalized web pages. Examples include real-time video conferencing, gaming, or personalized web pages.

Cache 40

Cache Traffic Games Network 40

Dynatrace

JUNE 19, 2020

To drive productivity and boost efficiency, enterprises are increasingly automating their critical business processes. To further enable the efficient use of Smartscape-provided information with external integrations, we’re happy to announce improved Monitored entities API endpoints. Dynatrace news. Common UI backlink.

Monitoring 150

Monitoring Efficiency Processing Architecture 150

IO River

NOVEMBER 2, 2023

They cache static content and enable lightning-fast delivery around the globe.This symbiosis reduces server load, boosts loading times, and ensures efficient content distribution. This lower server load allows servers to handle more concurrent connections and efficiently serve more users simultaneously.

Cache 52

Cache Social Media Website Performance Website 52

VoltDB

APRIL 25, 2024

Organizations that use private cellular networks don’t have to worry about running into performance issues during peak traffic periods. As a result, businesses can optimize network settings, prioritize traffic, and implement protocols that align with their requirements and use cases.

Network 52

Network IoT Wireless Infrastructure 52

Dynatrace

JULY 6, 2020

Azure Traffic Manager. Let’s look at the Azure DB for MariaDB overview as an example. Azure Front Door enables you to define, manage, and monitor the global routing for your web traffic by optimizing for best performance and quick global failover for high availability. Azure Batch. Azure DB for MariaDB. Azure DB for MySQL.

Azure 144

Azure Cloud Big Data Virtualization 144

The Netflix TechBlog

OCTOBER 18, 2019

For example, one set of experiments is focussed on personalizing our artwork assets to quickly select and leverage the “winning” images for a title we recommend to our members. It featured three relevant talks from LinkedIn, Netflix and Facebook, and a platform architecture overview talk from first time participant Dropbox.

Infrastructure 126

Infrastructure Metrics Architecture Efficiency 126