DZone

SEPTEMBER 6, 2019

Application performance Review (also known as Application Performance Walkthrough or Application Performance Assessment) is the process of review of an existing application (in production) to evaluate its performance and scalability attributes. I would like to see a review of this performance!

Processing 147

Processing Performance Scalability Best Practices 147

Dynatrace

JANUARY 23, 2024

These are the goals of AI observability and data observability, a key theme at Dynatrace Perform 2024 , the observability provider’s annual conference, which takes place in Las Vegas from January 29 to February 1, 2024. Join us at Dynatrace Perform 2024 , either on-site or virtuall y, to explore these themes further.

Performance 183

Performance DevOps Innovation Artificial Intelligence 183

InfoQ

JUNE 9, 2021

The PDCA (plan-do-check-act) framework can be used to outline the performance, availability, and monitoring to enable teams to ensure performant and highly available applications. These include infrastructure design and setup, application architecture and design, coding, performance testing, and application monitoring.

Availability 58

Availability Performance Systems Architecture 58

Percona

JUNE 30, 2023

Percona, a leading provider of open-source database software and services, announced the general availability of Percona Operator for PostgreSQL version 2. IT teams must ensure high availability, scalability, and security, all while ensuring that their PostgreSQL clusters perform optimally. Please refer to our documentation.

Availability 91

Availability Open Source Azure Hardware 91

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

Dynatrace

APRIL 16, 2019

We’re proud to announce the general availability of OneAgent full-stack monitoring for the AIX operating system. Monitoring IBM Power Systems isn’t a simple task, due to its specific architecture, there aren’t many tools available on the market. The ones that are available are old generation.

Availability 103

Availability Monitoring Metrics Operating System 103

Dynatrace

SEPTEMBER 5, 2023

Additionally, monitoring allows for proactive maintenance and optimization, leading to improved system performance and user experience. Database monitoring with topology context With Dynatrace, you can easily monitor the performance of your database layer, even in complex environments. What’s next?

Database 198

Database Metrics Monitoring Servers 198

Dynatrace

JULY 13, 2022

Arm architecture. Today, Google announced virtual machines (VMs) based on the Arm architecture on Compute Engine called Tau T2A , which are optimized for cost-effective performance for scale-out workloads, as well as GKE Arm. For some, that means looking to the? Why observability matters for GKE Arm clusters.

Google 230

Google Infrastructure Architecture Engineering 230

Dynatrace

DECEMBER 21, 2023

Evaluating these on three levels—data center, host, and application architecture (plus code)—is helpful. Application architectures might not be conducive to rehosting. Level 2: Hosts and containers You might run thousands of hosts and containers, many of which have been sized by prioritizing performance over energy consumption.

Cloud 206

Cloud Energy Best Practices Cache 206

Dynatrace

JANUARY 4, 2024

High-quality operational data in a central data lakehouse that is available for instant analytics is often teams’ preferred way to get consistent and accurate answers and insights. Additionally, teams should perform continuous audits to evaluate data against benchmarks and implement best practices for ensuring data quality.

Government 197

Government Analytics Benchmarking Storage 197

InfoQ

JULY 14, 2023

Mei-Chin Tsai, Vinod discuss the internal architecture of Azure Cosmos DB and how it achieves high availability, low latency, and scalability. By Mei-Chin Tsai, Vinod Sridharan

Latency 52

Latency Azure Availability Scalability 52

Dynatrace

JANUARY 31, 2024

This blog post explores how AI observability enables organizations to predict and control costs, performance, and data reliability. Figure 1: Sample RAG architecture While this approach significantly improves the response quality of GenAI applications, it also introduces new challenges.

Cache 202

Cache Azure Infrastructure Monitoring 202

The Netflix TechBlog

MAY 4, 2023

When undertaking system migrations, one of the main challenges is establishing confidence and seamlessly transitioning the traffic to the upgraded architecture without adversely impacting the customer experience. It provides a good read on the availability and latency ranges under different production conditions.

Traffic 345

Traffic Latency Tuning Systems 345

O'Reilly Software

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved. Everyone who goes to architecture school learns his work. It must be beautiful, like Venus, inspiring love.

Strategy 100

Strategy Architecture Technology Technology 100

The Netflix TechBlog

JUNE 7, 2021

At much less than 1% of CPU and memory on the instance, this highly performant sidecar provides flow data at scale for network insight. Network Availability: The expected continued growth of our ecosystem makes it difficult to understand our network bottlenecks and potential limits we may be reaching. What is BPF?

Network 326

Network Transportation AWS Cloud 326

Dynatrace

MARCH 18, 2024

In a Dynatrace Perform 2024 session, Kristof Renders, director of innovation services, discussed how a stronger FinOps strategy coupled with observability can make a significant difference in helping teams to keep spiraling infrastructure costs under control and manage cloud spending. Suboptimal architecture design.

Best Practices 229

Best Practices Strategy Cloud AWS 229

The Netflix TechBlog

NOVEMBER 13, 2023

Content, genre and languages Instead of augmenting or synthesizing training data, we sample the large scale data available in the Netflix catalog with noisy labels. We adapted the SOTA convolutional recurrent neural network ( CRNN ) architecture to accommodate our requirements for input/output dimensionality and model complexity.

Architecture 230

Architecture Energy Benchmarking Processing 230

DZone

JULY 29, 2019

These processes are only possible with a distributed architecture and parallel processing mechanisms that Big Data tools are based on. Elasticsearch is a distributed data storage and search engine with fault-tolerance and high availability capabilities.

Big Data 162

Big Data Government Open Source Storage 162

InfoQ

AUGUST 3, 2023

AWS recently announced the general availability (GA) of Amazon EC2 P5 instances powered by the latest NVIDIA H100 Tensor Core GPUs suitable for users that require high performance and scalability in AI/ML and HPC workloads. The GA is a follow-up to the earlier announcement of the development of the infrastructure.

AWS 77

AWS Availability Scalability Infrastructure 77

InfoQ

NOVEMBER 29, 2023

During the recent Ignite conference, Microsoft announced the general availability (GA) of partitioned namespaces feature for Azure Service Bus, which allows customers to use partitioning for the premium messaging tier. By Steef-Jan Wiggers

Azure 70

Azure Availability Design Architecture 70

Dynatrace

MAY 23, 2024

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data. Flink is the best candidate when EOS guarantees are necessary.

Engineering 178

Engineering Tuning Latency Open Source 178

Dynatrace

FEBRUARY 16, 2024

As environments began to scale with cloud-native and microservices architectures to meet this demand, security approaches didn’t evolve accordingly. At the 2024 Dynatrace Perform conference in Las Vegas, Gerhard Byrne, Dynatrace principal product manager, and Susan St. Clair determined what log data was available to her.

Analytics 179

Analytics Engineering Cloud Traffic 179

Dynatrace

MAY 31, 2023

Keeping pace with modern digital transformation requires ensuring that applications are responsive, resilient, and always available amid increased complexity. With so many of their transactions occurring online, customers are becoming more demanding, expecting websites and applications to always perform perfectly.

Best Practices 220

Best Practices DevOps Latency Metrics 220

The Netflix TechBlog

MARCH 5, 2024

In fact, we’ve found for our services and architecture that there is no such trade off. Reference processing is also only performed in major collections with ZGC. We considered that an acceptable trade off, as avoiding pauses provided benefits that would outweigh that overhead. There is no best garbage collector.

Latency 234

Latency Java Tuning Efficiency 234

The Morning Paper

AUGUST 29, 2019

Choosing a cloud DBMS: architectures and tradeoffs Tan et al., We focused on OLAP-oriented parallel data warehouse products available for AWS and restricted our attention to commercially available systems. InS does now offer an NVMe variant too, and the authors perform limited testing on that as well. Query performance.

Architecture 76

Architecture Cloud Storage Serverless 76

Dynatrace

JULY 11, 2023

Without such a holistic view of system behavior and performance, organizations typically need to invest in separate instrumentation and integration efforts for each telemetry type, which brings additional overhead, costs, and complexity. One customer recently shared why working with all telemetry signals together really makes sense for them.

Open Source 212

Open Source Analytics Metrics Cloud 212

Dynatrace

MAY 24, 2023

Today, it’s a generally available container host for AKS and AKS-HCI. The core operating system has a lightweight footprint of only a few hundred MBs when uncompressed, yet it is powerful enough to support various profiles, including x64 or Arm64-based architectures. Performance. Resource utilization management.

Azure 224

Azure Monitoring Operating System Virtualization 224

Dynatrace

MARCH 6, 2024

Reliability : Immutable images guarantee consistent performance and behavior, enhancing stability. Signed and immutable container images are available for the entire Dynatrace observability stack. This approach offers potentially improved performance and reliability, as the registry can be optimized for specific network environments.

Cloud 209

Cloud Monitoring Java Infrastructure 209

Dynatrace

SEPTEMBER 13, 2023

The framework comprises six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability. And how can you verify this performance consistently across a multicloud environment that also uses Microsoft Azure and Google Cloud Platform frameworks?

AWS 244

AWS Efficiency Azure Cloud 244

Dynatrace

JUNE 26, 2023

Software analytics enables software automation Software analytics enables software automation with targeted machine learning and AI algorithms that mimic the way humans think to perform repetitive tasks. These algorithms analyze massive amounts of complex structured and unstructured data to enhance human decision making and performance.

Software 185

Software Software Analytics Big Data 185

Dynatrace

JULY 29, 2021

Today’s digital businesses run on heterogeneous and highly dynamic architectures with interconnected applications and microservices deployed via Kubernetes and other cloud-native platforms. Common questions include: Where do bottlenecks occur in our architecture? How can we optimize for performance and scalability? Next steps.

Analytics 246

Analytics Open Source Serverless Architecture 246

Dynatrace

AUGUST 25, 2023

Upgrades and modifications, if available, are complex and expensive, so it isn’t easy to keep them secure and functional. Proactively manage app performance and reliability For HHS, system performance is mission-critical for program areas within the state’s safety net.

Government 201

Government Infrastructure Programming Cloud 201

Dynatrace

NOVEMBER 1, 2021

PTC performed a business and technical evaluation of market leaders and selected the Dynatrace platform as the recommended solution for Windchill Product Lifecycle Management (PLM) and ThingWorx customers. As a PTC system administrator, you may be performing manual health checks of your PTC environment on a daily, weekly, or monthly basis.

Innovation 202

Innovation Monitoring Servers Infrastructure 202

ACM Sigarch

FEBRUARY 23, 2018

I had a professor in grad school who used to joke that all architecture is reinvented every 5 years. Both virtualization and power burst onto the architecture community seemingly out of nowhere even though there was a clear historical basis and trend for both. Virtualization, for instance, was being addressed by IBM in the 1960s.

Architecture 47

Architecture Cache Hardware Virtualization 47

Dynatrace

MAY 19, 2022

Every organization’s goal is to keep its systems available and resilient to support business demands. Example 1: Architecture boundaries. This multinational information technology service and consulting company was asked to help a global automotive manufacturer with the management goal of measuring service flow performance.

Automotive 268

Automotive Latency Architecture Azure 268

Dynatrace

MAY 3, 2022

To adapt, many are turning to AIOps and other automation technologies to solve the complex issues that accompany cloud-native architecture. However, organizations often use a traditional approach to observability that relies on statistical correlation to detect performance or security problems.

Cloud 175

Cloud DevOps Architecture Technology 175

Dynatrace

APRIL 7, 2023

Dynatrace is a launch partner in support of AWS Lambda Response Streaming , a new capability enabling customers to improve the efficiency and performance of their Lambda functions. Now, customers can use streamed responses to build more responsive applications by sending partial responses to clients as the response becomes available.

Lambda 213

Lambda AWS Serverless Latency 213