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. Using AI for Enhanced Cloud Operations The integration of AI in cloud computing is enhancing operational efficiency in several ways.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

Dynatrace

APRIL 25, 2023

For example, to handle traffic spikes and pay only for what they use. These functions are executed by a serverless platform or provider (such as AWS Lambda, Azure Functions or Google Cloud Functions) that manages the underlying infrastructure, scaling and billing. Scale automatically based on the demand and traffic patterns.

Serverless 203

Serverless Lambda Azure AWS 203

Dynatrace

OCTOBER 16, 2023

The road to modern observability As organizations continue to operate in the cloud, they discover that cloud observability becomes paramount to their ability to run efficiently and securely. As customers continue to operate in the cloud, their needs for efficiency and cost-effectiveness only grow.

Innovation 193

Innovation DevOps Cloud Efficiency 193

Dynatrace

JULY 18, 2023

While infrastructure has historically been treated as a bottleneck where proper scaling and compute power are applied to improve performance, these aspects are now typically addressed by hyperscalers that offer cloud-based infrastructure and infrastructure as a service.

Best Practices 186

Best Practices Code Infrastructure Latency 186

Dynatrace

SEPTEMBER 30, 2021

Generally speaking, cloud migration involves moving from on-premises infrastructure to cloud-based services. In cloud computing environments, infrastructure and services are maintained by the cloud vendor, allowing you to focus on how best to serve your customers. However, it can also mean migrating from one cloud to another.

Cloud 163

Cloud Traffic Best Practices Strategy 163

The Netflix TechBlog

MARCH 7, 2024

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

Systems 226

Systems Media Cache Open Source 226

Dynatrace

JULY 2, 2020

Unnecessary traffic between such data centers can result in wasted resources, unpredictable downtimes, and lost business. By minimizing bandwidth and preventing unrelated traffic between data centers, you can maintain healthy network infrastructure and save on costs. optimizing traffic routing.

Network 161

Network Traffic Tuning Infrastructure 161

Dynatrace

SEPTEMBER 28, 2021

Deployment frequency measures both long-term and short-term efficiency. For example, by measuring deployment frequency daily or weekly, you can determine how efficiently your team is responding to process changes. This metric gauges the stability and efficiency of your DevOps processes. Application usage and traffic.

DevOps 196

DevOps Metrics Traffic Efficiency 196

Dynatrace

APRIL 13, 2023

Log auditing—and its investigative partner, log forensics—are becoming essential practices for securing cloud-native applications and infrastructure. As organizations adopt more cloud-native technologies, observability data—telemetry from applications and infrastructure, including logs, metrics, and traces—and security data are converging.

Analytics 182

Analytics Java Infrastructure Cloud 182

Dynatrace

SEPTEMBER 26, 2022

Progressive rollouts, rollbacks, storage orchestration, bin packing, self-healing, cost efficiency, and access to the Cloud Native Computing Foundation (CNCF) ecosystem carry heavy observability challenges. However, the overwhelming advantage of running applications on Kubernetes comes at a cost. Incidents are harder to solve.

Storage 296

Storage Engineering Traffic Infrastructure 296

Dynatrace

JULY 25, 2022

VPC Flow Logs is a feature that gives you the capability to capture more robust IP traffic data that traverses your VPCs. Automate cloud operations and trigger remediation workflow to enhance efficiency. This is accomplished by acting like a router and ensuring the connection is made only one time, simplifying your network.

AWS 214

AWS Transportation Network Traffic 214

The Netflix TechBlog

AUGUST 10, 2020

and thus fall back to less efficient encode families. Since then, we have applied innovations such as shot-based encoding and newer codecs to deploy more efficient encode families. 264/AVC Main profile family still represents a substantial portion of the members viewing hours and an even larger portion of the traffic.

Innovation 239

Innovation Traffic Network Efficiency 239

The Netflix TechBlog

NOVEMBER 29, 2023

1) depicts the migration of traffic from fixed bitrates to DO encodes. 1: Migration of traffic from fixed-ladder encodes to DO encodes. This is achieved by more efficiently spacing the ladder points, especially in the high-bitrate region. We started backfilling HDR-DO encodes for existing titles from Q2 2022.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

APRIL 21, 2023

As an application architect, Smith noted it was challenging to ensure software quality and performance when making large-scale changes, including a cloud infrastructure migration and front-end modernization to their unemployment insurance application. Trust is key to our reputation.” The stakes were high.

Government 201

Government Strategy Cloud Traffic 201

Dynatrace

SEPTEMBER 8, 2022

Most infrastructure and applications generate logs. With comprehensive logging support, security, operational efficiency, and application uptime all improve. This enables IT teams to quickly and efficiently find the answers they need. Two major benefits of properly managed logs are their availability and searchability.

Systems 183

Systems Cloud Analytics DevOps 183

Dynatrace

AUGUST 18, 2022

Security vulnerabilities are weaknesses in applications, operating systems, networks, and other IT services and infrastructure that would allow an attacker to compromise a system, steal data, or otherwise disrupt IT operations. Scanning the runtime environment of your services can help to identify unusual network traffic patterns.

Traffic 162

Traffic Java Network DevOps 162

Official Blog - World Web Technology

MARCH 4, 2024

It is a premium managed hosting service explicitly designed for high-traffic and high-profile websites. Performance scalability: Using WordPress VIP, users can handle significant traffic and sudden visitor spikes. It also ensures optimal performance even during high traffic. WordPress website development prioritizes security.

Website 59

Website Development Education Traffic 59

Dynatrace

APRIL 26, 2022

Digital experience monitoring enables companies to respond to issues more efficiently in real time, and, through enrichment with the right business data, understand how end-user experience of their digital products significantly affects business key performance indicators (KPIs). Primary digital experience monitoring tools.

Monitoring 200

Monitoring Social Media IoT Metrics 200

Dynatrace

SEPTEMBER 2, 2022

What’s the problem with Black Friday traffic? But that’s difficult when Black Friday traffic brings overwhelming and unpredictable peak loads to retailer websites and exposes the weakest points in a company’s infrastructure, threatening application performance and user experience. These kinds of problems are unacceptable.

Traffic 188

Traffic Strategy Retail Ecommerce 188

Dynatrace

DECEMBER 9, 2020

A traffic spike can be another root cause (for example, if a new marketing promotion drives lots of new customer traffic to your site). Davis baselines your traffic levels mainly to identify traffic drops, however it can also be set to create events when traffic is higher than expected.

Traffic 137

Traffic Performance Database Metrics 137

IO River

NOVEMBER 2, 2023

‍A content delivery network (CDN) is a distributed network of servers strategically located across multiple geographical locations to deliver web content to end users more efficiently. These optimizations ensure that your CDN can handle growing user demands while maintaining fast and efficient content delivery.Â

Architecture 52

Architecture Cache Performance Latency 52

IO River

NOVEMBER 2, 2023

A content delivery network (CDN) is a distributed network of servers strategically located across multiple geographical locations to deliver web content to end users more efficiently. These optimizations ensure that your CDN can handle growing user demands while maintaining fast and efficient content delivery. Here are a few examples.

Architecture 52

Architecture Cache Performance Latency 52

Dynatrace

MAY 8, 2023

This demand for rapid innovation is propelling organizations to adopt agile methodologies and DevOps principles to deliver software more efficiently and securely. And how do DevOps monitoring tools help teams achieve DevOps efficiency? Moreover, most organizations use a combination of cloud-based and on-premises infrastructure.

DevOps 216

DevOps Efficiency Monitoring Infrastructure 216

Abhishek Tiwari

JULY 22, 2023

In the fast-paced world of software development, the ability to deploy applications quickly and efficiently is crucial for organizations. It allows organizations to define policies in a domain-specific language (DSL) tailored to infrastructure-as-code (IAC) configurations.

AWS 52

AWS Best Practices Infrastructure Traffic 52

The Netflix TechBlog

SEPTEMBER 8, 2020

The big difference from the monolith, though, is that this is now a standalone service deployed as a separate “application” (service) in our cloud infrastructure. In this step, a pipeline picks our candidate change, deploys the service, makes it publicly discoverable, and redirects a small percentage of production traffic to this new service.

Latency 233

Latency Cache Java Traffic 233

Smashing Magazine

NOVEMBER 8, 2021

Getting fast initial render with streaming server-side rendering, efficient component-level updates and state transitions, while also setting up a performant loading and bundling strategy for all the assets is hard and time-consuming technical work. Large preview ). Commerce At Shopify Scale: Hydrogen Powered By Oxygen. Large preview ).

Cache 135

Cache Best Practices Strategy Servers 135

The Netflix TechBlog

OCTOBER 18, 2019

Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? As with other traditional machine learning and deep learning paths, a lot of what the core algorithms can do depends upon the support they get from the surrounding infrastructure and the tooling that the ML platform provides.

Infrastructure 126

Infrastructure Metrics Architecture Efficiency 126

The Netflix TechBlog

NOVEMBER 22, 2019

Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. Instead, we provide them with delightfully usable ML infrastructure that they can use to manage a project’s lifecycle. Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

NOVEMBER 22, 2019

Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. Instead, we provide them with delightfully usable ML infrastructure that they can use to manage a project’s lifecycle. Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

All Things Distributed

NOVEMBER 12, 2018

Today, I'm happy to announce that the AWS GovCloud (US-East) Region, our 19th global infrastructure Region, is now available for use by customers in the US. US International Traffic in Arms Regulations (ITAR). It enjoys the flexibility and cost savings of AWS while they efficiently innovate to better serve US military veterans.

AWS 117

AWS Healthcare Cloud Government 117

The Netflix TechBlog

OCTOBER 18, 2019

Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? As with other traditional machine learning and deep learning paths, a lot of what the core algorithms can do depends upon the support they get from the surrounding infrastructure and the tooling that the ML platform provides.

Infrastructure 100

Infrastructure Metrics Architecture Efficiency 100

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. What is infrastructure as code? Consistency. A lignment.

Best Practices 205

Best Practices Infrastructure Code Speed 205

Percona

SEPTEMBER 1, 2023

Enhanced Database Efficiency By adjusting configuration settings, you can markedly enhance the overall efficiency of your MySQL database. This results in expedited query execution, reduced resource utilization, and more efficient exploitation of the available hardware resources. Let’s explore these benefits in more detail.

Tuning 52

Tuning Database Performance Hardware 52

The Netflix TechBlog

OCTOBER 7, 2021

In contrast, a server application runs on servers which are typically identical and a routing abstraction can serve sampled traffic to new versions. Second, backend services or infrastructure can be scaled intelligently as adoption ramps up. Hence, the sampling strategy is different if it is a mobile application versus a smart TV.

Metrics 197

Metrics Mobile Testing Strategy 197

ScaleOut Software

JULY 19, 2021

We are increasingly surrounded by intelligent IoT devices, which have become an essential part of our lives and an integral component of business and industrial infrastructures. The list goes on. The Limitations of Today’s Streaming Analytics. These limitations create an opportunity for real-time device tracking to fill the gap.

IoT 78

IoT Analytics Big Data Architecture 78

Adrian Cockcroft

FEBRUARY 13, 2023

CMP204 Build a cost-, energy-, and resource-efficient compute environment  — Steffen Grunwald, AWS EMEA Principal Sustainability Solutions Architect, Troy Gasaway Arm Ltd Vice President Infrastructure & Engineering, Adam Boeglin AWS Principal Specialist EC2.

AWS 64

AWS Energy Architecture Programming 64

The Netflix TechBlog

JUNE 4, 2019

Resource allocation problems can be efficiently solved through a branch of mathematics called combinatorial optimization, used for example for airline scheduling or logistics problems. The second placement looks better as each CPU is given its own L1/L2 caches, and we make better use of the two L3 caches available.

Cache 251

Cache Latency Airlines Logistics 251