High Scalability

SEPTEMBER 21, 2018

Aria Bracci : Using a previously established, peer-reviewed technique, the team conducted more than half a million data traffic tests across 161 countries. ” @mjpt777 : "Patterson indicated that rewriting Python into C gets you a 50 times speedup in performance". More quotes.

Internet 126

Internet Internet Scalability Traffic 126

Percona

OCTOBER 19, 2023

Welcome to the first installment of our series: Scalable Solutions with Percona Distribution for PostgreSQL. Then, in the upcoming part of this post, Scalable Solutions with Percona Distribution for PostgreSQL (Part 2): Using Citus , we will use these worker nodes to establish a multi-node Citus cluster and implement sharding techniques.

Scalability 82

Scalability Database Open Source Traffic 82

Dynatrace

FEBRUARY 21, 2024

This approach supports innovation, ambitious SLOs, DevOps scalability, and competitiveness. Before a new version of the application is deployed, the software is subject to a series of load tests that evaluate capacity and performance under a series of simulated traffic and application demands. But how do they function in practice?

Speed 212

Speed Software Software Latency 212

High Scalability

JUNE 22, 2018

. $40 million : Netflix monthly spend on cloud services; 5% : retention increase can increase profits 25%; 50+% : Facebook's IPv6 traffic from the U.S, Quite contrary, this was the era of the 250GB / month cap from Comcast and we could observe clearly that they were throttling Netflix traffic. There are more quotes, more everything.

Internet 113

Internet Internet Scalability Artificial Intelligence 113

InfoQ

JUNE 16, 2023

The event-driven architecture (EDA) can accommodate bursts in traffic in the multi-tenant platform with reasonable ingestion latency and acceptable operational costs. Datadog created a dedicated data ingestion architecture offering exactly-once semantics for their third-generation event store, Husky. By Rafal Gancarz

Architecture 55

Architecture Scalability Latency Traffic 55

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. Performances testing helps establish the scalability, stability, and speed of the software application. Confirming scalability, dependability, stability, and speed of the app is crucial.

Performance Testing 220

Performance Testing Testing Tools Testing Performance 220

The Netflix TechBlog

FEBRUARY 18, 2022

To this end, we developed a Rapid Event Notification System (RENO) to support use cases that require server initiated communication with devices in a scalable and extensible manner. We thus assigned a priority to each use case and sharded event traffic by routing to priority-specific queues and the corresponding event processing clusters.

Systems 334

Systems Traffic Architecture Mobile 334

High Scalability

JULY 6, 2018

ThousandEyes : The Internet is made up of thousands of autonomous networks that are interdependent on one another to deliver traffic from point to point across the globe. Paul Ingles : We didn’t change our organisation because we wanted to use Kubernetes, we used Kubernetes because we wanted to change our organisation.

Internet 110

Internet Internet Scalability Google 110

Dynatrace

MAY 3, 2024

Take the example of Amazon Virtual Private Cloud (VPC) flow logs, which provide insights into the IP traffic of your network interfaces. With this out-of-the-box support for scalable data ingest, log data is immediately available to your teams for troubleshooting and observability, investigating security issues, or auditing.

Cloud 257

Cloud Lambda AWS Analytics 257

High Scalability

JULY 20, 2018

Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading). Cliff Click : The JVM is very good at eliminating the cost of code abstraction, but not the cost of data abstraction.

Internet 121

Internet Internet Scalability Automotive 121

Dynatrace

SEPTEMBER 30, 2021

The breadth of fully-featured services, the pay-as-you-go scalability, and the agility of cloud platforms enable organizations to expand their modern approaches to building and managing digital services in a way they can’t with on-premises apps and infrastructure. Increased scalability. Reduced cost.

Cloud 169

Cloud Traffic Best Practices Strategy 169

Professor Beekums

AUGUST 19, 2017

One thing that tripped me up early on in my career was the difference between performance and scalability. Scalability is being able to handle large amounts of users/data/traffic. At first I thought they were exactly the same. Let’s get definitions out of the way. Performance is about speed.

Scalability 63

Scalability Performance Traffic Speed 63

Scalegrid

JANUARY 8, 2024

This article delves into the specifics of how AI optimizes cloud efficiency, ensures scalability, and reinforces security, providing a glimpse at its transformative role without giving away extensive details. Exploring artificial intelligence in cloud computing reveals a game-changing synergy.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

The Netflix TechBlog

MARCH 5, 2019

Can we adjust our auto-scaling policies to be more efficiency without risking our availability during traffic spikes? Reliability How can we guarantee that a code change will be safe when rolled out to our production environment? Capacity and Efficiency Which resources (clusters, tables, …) are unused or under-utilized and why?

Infrastructure 182

Infrastructure Cloud Scalability AWS 182

The Netflix TechBlog

OCTOBER 18, 2022

As Big data and ML became more prevalent and impactful, the scalability, reliability, and usability of the orchestrating ecosystem have increasingly become more important for our data scientists and the company. Motivation Scalability and usability are essential to enable large-scale workflows and support a wide range of use cases.

Java 202

Java Scalability Traffic Architecture 202

Dynatrace

SEPTEMBER 29, 2021

This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. Containers can be replicated or deleted on the fly to meet varying end-user traffic. The time and effort saved with testing and deployment are a game-changer for DevOps. What is Docker?

Open Source 307

Open Source Traffic DevOps Cloud 307

Dynatrace

APRIL 25, 2023

Traffic lights on a busy stretch of road could go dark. This gives public sector teams the best of both worlds: peak-performance applications without vulnerabilities, made possible by a highly scalable application security solution. Thousands of veterans may not receive benefits notifications.

Government 219

Government Innovation Open Source Traffic 219

Official Blog - World Web Technology

MARCH 4, 2024

It is a premium managed hosting service explicitly designed for high-traffic and high-profile websites. WordPress VIP is a comprehensive WordPress development service for organizations requiring top-notch performance and a scalable and secure website platform. It also ensures optimal performance even during high traffic.

Website 59

Website Development Education Traffic 59

The Netflix TechBlog

MARCH 10, 2023

Existing data got updated to be backward compatible without impacting the existing running production traffic. But with this framework, it has to be designed more carefully as bulk data reprocessing will be done in parallel with the production traffic. Error Handling Errors are part of software development.

Media 237

Media Traffic Processing Design 237

Percona

NOVEMBER 9, 2023

But for those who are not so familiar, in this post, we will discuss how Kubernetes has emerged as the unsung hero in an industry where agility and scalability are critical success factors. Applications can be horizontally scaled with Kubernetes by adding or deleting containers based on resource allocation and incoming traffic demands.

Efficiency 99

Efficiency Cloud Healthcare Open Source 99

Scalegrid

FEBRUARY 8, 2024

Key Takeaways Distributed storage systems benefit organizations by enhancing data availability, fault tolerance, and system scalability, leading to cost savings from reduced hardware needs, energy consumption, and personnel. Variations within these storage systems are called distributed file systems.

Storage 130

Storage Systems Big Data Azure 130

Scalegrid

JANUARY 8, 2024

Key Takeaways Multi-cloud involves using services from multiple cloud providers to gain flexibility and reduce vendor lock-in, while hybrid cloud combines private and public cloud resources to balance control and scalability. But what is the purpose behind this model? One downside of the hybrid cloud is related to downtime.

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

Scalegrid

JANUARY 5, 2024

Despite initial investment costs, DBMS presents long-term savings and improved efficiency through automated processes, efficient query optimizations, and scalability, contributing to enhanced decision-making and end-user productivity. These factors can impact the efficiency and scalability of a system.

Efficiency 147

Efficiency Storage Database Scalability 147

Scalegrid

MARCH 28, 2024

In this comparison of Redis vs Memcached, we strip away the complexity, focusing on each in-memory data store’s performance, scalability, and unique features. can enhance Redis by handling management tasks, backups, and scalability, facilitating global reach and easy cloud integration for global businesses.

Cache 130

Cache Storage Scalability Architecture 130

The Netflix TechBlog

NOVEMBER 3, 2022

With traffic growth, a single leader node handling all request volume started becoming overloaded. Doing so would require a substantial migration effort to move all clients off the old API with questionable value to the affected teams (except for helping us solve Titus' internal scalability problems). queries/sec.

Cache 224

Cache Latency Traffic Systems 224

Dynatrace

APRIL 16, 2020

Aside from the huge surge in internal application usage, businesses are also witnessing increased levels of user traffic to their applications. Facilitating an understanding of traffic patterns and potential traffic spikes helps maintain customer experience. One example of these surges was from an unemployment application.

Traffic 204

Traffic Government Database Infrastructure 204

Dynatrace

JUNE 27, 2022

In reality, only highly scalable RUM solutions can collect data on all user actions, while less scalable tools must sample user actions and make inferences from partial data. RUM, however, has some limitations, including the following: RUM requires traffic to be useful. Real user monitoring limitations.

Best Practices 180

Best Practices Monitoring Wireless Traffic 180

The Netflix TechBlog

AUGUST 16, 2023

That’s a significant amount and certainly more than is necessary relative to the traffic on most clusters. More acutely, if a traffic spike occurs and Zuul instances scale up, it exponentially increases connections open to origins. There is effectively no churn of connections, even at peak traffic.

Traffic 170

Traffic Servers Google Metrics 170

Percona

MARCH 23, 2023

PostgreSQL supports sharding, which allows data to be distributed across multiple servers, making it ideal for high-traffic websites and applications. It has a proven track record of handling large volumes of data and high-traffic websites.

Database 113

Database Open Source Traffic Small Business 113

The Netflix TechBlog

MARCH 7, 2024

Under the hood, Titus is powered by Kubernetes , but it provides a thick layer of enhancements over off-the-shelf Kubernetes, to make it more observable , secure , scalable , and cost-efficient. The back-end auto-scales the number of instances used to back your service based on traffic.

Systems 226

Systems Media Cache Open Source 226

Tech News Gather

MAY 27, 2024

Designed with simplicity and scalability in mind, ACI allows developers and IT professionals to swiftly deploy containers without the complexity of managing virtual machines or higher-level services like Kubernetes. Implement Network Security: Utilize Azure’s network policies to control the inbound and outbound traffic to your containers.

Azure 52

Azure Best Practices Virtualization Scalability 52

All Things Distributed

JANUARY 18, 2012

Werner Vogels weblog on building scalable and robust distributed systems. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. The original Dynamo design was based on a core set of strong distributed systems principles resulting in an ultra-scalable and highly reliable database system.

Scalability 167

Scalability Database Ecommerce Latency 167

Dynatrace

DECEMBER 5, 2022

Each tenant gets its own e-commerce site deployed on a shared Kubernetes cluster, isolated through separate namespaces and additional traffic isolation. There was not much traffic during the weekend, but as Monday came along, Dynatrace started sending alerts about a high HTTP failure rate across almost every tenant on the backend service.

Java 196

Java Traffic Education Storage 196

DZone

FEBRUARY 26, 2021

This test helps to measure the speed, scalability, reliability, and stability of software under varying loads, thus it ensures stable performance. This test helps to ensure that the application performs as expected irrespective of the conditions like fluctuating network, bandwidth availability, or traffic load.

Performance Testing 122

Performance Testing Testing Performance Latency 122

High Scalability

JANUARY 24, 2020

It's HighScalability time: Instead of turning every car into rolling sensor studded supercomputers, roads could be festooned with stationary edge command and control pods for offloading compute, sensing and managing traffic. Number Stuff: Don't miss all that the Internet has to say on Scalability, click below and become eventually.

Internet 36

Internet Internet Scalability Latency 36

Percona

MARCH 20, 2023

In this case, we have a quite well-defined scenario that can resemble the image below: In this scenario, the proxies must sit inside Pods, balancing the incoming traffic from the Service LoadBalancer connecting with the active data nodes. MySQL Router was never in the game.

Games 119

Games Latency Traffic Cache 119

Dynatrace

MAY 14, 2020

The world’s most scalable, automatic distributed tracing pushes the boundary once again with enhanced Adaptive Load Management. Turnkey cluster overload protection with adaptive traffic management and control. Dynatrace news. Bernd Greifeneder, Dynatrace CTO. Impact on disk space.

Processing 157

Processing Hardware Traffic Storage 157