Dynatrace

OCTOBER 2, 2023

Transforming an application from monolith to microservices-based architecture can be daunting, and knowing where to start can be difficult. Unsurprisingly, organizations are breaking away from monolithic architectures and moving toward event-driven microservices. Migration is time-consuming and involved. create a microservice; 2.

Architecture 227

Architecture Artificial Intelligence Cloud Open Source 227

The Netflix TechBlog

MAY 4, 2023

Migrating Critical Traffic At Scale with No Downtime — Part 1 Shyam Gala , Javier Fernandez-Ivern , Anup Rokkam Pratap , Devang Shah Hundreds of millions of customers tune into Netflix every day, expecting an uninterrupted and immersive streaming experience. This technique facilitates validation on multiple fronts.

Traffic 339

Traffic Latency Tuning Systems 339

Dynatrace

AUGUST 30, 2023

This mandate directs federal agencies to advance toward a zero-trust architecture that “eliminates implicit trust in any one element, node, or service.” On the one hand, the United States has mandates such as the White House Executive Order (EO) 14028 on “Improving the Nation’s Cybersecurity.” Overcome user resistance before it even occurs.

Government 177

Government Tuning Architecture Google 177

Dynatrace

AUGUST 14, 2023

Want to learn more about how zero trust architecture can improve government user experiences? This episode additionally delves into Sandia’s groundbreaking work in microservices and serverless architecture and their adoption of DevOps and DevSecOps principles. Tune in to the full episode to hear more from Gross on UX Ops.

Development 192

Development Serverless Government Innovation 192

The Netflix TechBlog

MARCH 5, 2024

In fact, we’ve found for our services and architecture that there is no such trade off. Operational simplicity Service owners often reach out to us with questions about excessive pause times and for help with tuning. No explicit tuning has been required to achieve these results.

Latency 228

Latency Java Tuning Efficiency 228

Alex Podelko

OCTOBER 20, 2016

New Architectures (this post). Cloud seriously impacts system architectures that has a lot of performance-related consequences. Cloud and virtualization triggered appearance dynamic, auto-scaling architectures, which significantly impact getting and analyzing feedback. – Cloud. – Agile. – New Technologies.

Performance Testing 100

Performance Testing Architecture Testing Performance 100

The Netflix TechBlog

MARCH 4, 2024

Operational automation–including but not limited to, auto diagnosis, auto remediation, auto configuration, auto tuning, auto scaling, auto debugging, and auto testing–is key to the success of modern data platforms. We have also noted a great potential for further improvement by model tuning (see the section of Rollout in Production).

Tuning 210

Tuning Efficiency Big Data Engineering 210

Dynatrace

MARCH 29, 2024

And with automatic application tuning, teams spend less time on manually testing and reviewing configurations, resulting in up to five times the productivity of performance engineers, DevOps, and SREs when it comes to application optimization. Expanding Kubernetes environments can lead to stability, security, and observability challenges.

Engineering 222

Engineering DevOps Operating System Open Source 222

Dynatrace

JANUARY 14, 2022

Tuning thousands of parameters has become an impossible task to achieve via a manual and time-consuming approach. The following figure shows the high-level architecture where any load testing solution (e.g. SREcon21 – Automating Performance Tuning with Machine Learning. The Akamas approach. Additional resources.

Latency 200

Latency Tuning Efficiency AWS 200

Dynatrace

JANUARY 31, 2023

In 2022, our conversations included the following: Katy Craig, Retired Navy Chief, now Adjunct Faculty at National University, & Director, Security Architecture at Aquia, Inc. This week, we talk to Katy Craig, retired Navy Chief, now Adjunct Faculty at National University, and Director of Security Architecture at Aquia, Inc.

Social Media 192

Social Media Government Media Tuning 192

Dynatrace

APRIL 5, 2024

For instance, consider how fine-tuned failure rate detection can provide insights for comprehensive understanding. Please refer to How to fine-tune failure detection (dynatrace.com) for further information. Every problem identified through Dynatrace Davis® AI indicates an issue with potential user impact.

Efficiency 221

Efficiency Traffic Tuning Metrics 221

The Netflix TechBlog

JUNE 7, 2021

Flow Exporter The Flow Exporter is a sidecar that uses eBPF tracepoints to capture TCP flows at near real time on instances that power the Netflix microservices architecture. After several iterations of the architecture and some tuning, the solution has proven to be able to scale. What is BPF?

Network 325

Network Transportation AWS Cloud 325

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. Stay tuned. Fully conceptualizing capacity requirements. How to get started.

AWS 143

AWS Artificial Intelligence Best Practices Lambda 143

Scalegrid

DECEMBER 19, 2019

pgBouncer Architecture | Source. It recommends using other common linux tools like HAProxy to create an architecture which does support these features. Take a look at the sample PostgreSQL architecture for load-balanced reads below: PgBouncer architecture for load balanced reads | Source. And that is it!

Cache 246

Cache Database Architecture Servers 246

Dynatrace

FEBRUARY 9, 2022

AI-powered automation and deep, broad observability for serverless architectures. This, in turn, helps DevOps teams to pinpoint common problem patterns in their serverless functions rather than in an event-driven architecture. Stay tuned for updates. 2 Automatic detected queues anomaly by AI engine Davis. New to Dynatrace?

Serverless 183

Serverless Azure Lambda AWS 183

Scalegrid

MARCH 23, 2020

Check out the Pgpool-II architecture that supports all of its features, and learn how the connection pooler works. Pgpool-II has a more involved architecture than PgBouncer in order to support all the features it does. The architecture is similar to PostgreSQL server: one process = one connection. Stay tuned!

Cache 264

Cache Servers Architecture Processing 264

Dynatrace

JULY 6, 2022

As organizations continue to adopt multicloud strategies, the complexity of these environments grows, increasing the need to automate cloud engineering operations to ensure organizations can enforce their policies and architecture principles. By tuning workflows, you can increase their efficiency and effectiveness.

Artificial Intelligence 185

Artificial Intelligence Tuning Strategy Big Data 185

DZone

MAY 1, 2020

Especially when we are moving away from monolithic software systems to microservices-based architectures, observability becomes a key aspect of the system design. Compared to monoliths, it’s much harder to troubleshoot issues and do performance tuning in microservices deployments.

Programming 159

Programming Tuning Metrics Architecture 159

Dynatrace

JANUARY 18, 2024

More transparency means a better understanding of the technology being used, better troubleshooting, and more opportunities to fine-tune an organization’s tools. Ultimately, explainable AI is about streamlining and improving an organization’s capabilities. The post What is explainable AI?

Artificial Intelligence 209

Artificial Intelligence Healthcare Government Technology 209

Dynatrace

APRIL 20, 2023

Logs highlight observability challenges Ingesting, storing, and processing the unprecedented explosion of data from sources such as software as a service, multicloud environments, containers, and serverless architectures can be overwhelming for today’s organizations. Seamless integration.

Analytics 183

Analytics Infrastructure Storage Efficiency 183

Percona

APRIL 7, 2023

If we were to select the most important MySQL setting, if we were given a freshly installed MySQL or Percona Server for MySQL and could only tune a single MySQL variable, which one would it be? To be fair, that is also true with PostgreSQL; it hasn’t been tuned either, and it, too, can also perform much better.

Tuning 138

Tuning Cache Servers Benchmarking 138

Scalegrid

OCTOBER 17, 2019

Moving to a multithreaded architecture will require extensive rewrites. But that causes a problem with PostgreSQL’s architecture – forking a process becomes expensive when transactions are very short, as the common wisdom dictates they should be. The PostgreSQL Architecture | Source. The Connection Pool Architecture.

Architecture 200

Architecture Database Latency Servers 200

InfoQ

JANUARY 26, 2024

The company evolved the guild component, which is responsible for fanning out billions of message notifications, in a series of performance and scalability improvements supported by system observability and performance tuning. By Rafal Gancarz

Servers 101

Servers Tuning Scalability Performance 101

Dynatrace

MARCH 11, 2021

I wanted to understand how I could tune Dynatrace’s problem detection, but to do that I needed to understand the situation first. For this visualization I used the same backend architecture as for the real-time visualization I presented previously. Stay tuned! Instead, we were able to focus on the relevant ones. Lessons learned.

Tuning 262

Tuning Architecture Monitoring Big Data 262

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. It allows for the breaking up of heavy monolithic architectures into multiple serverless “functions.” Understand and optimize your architecture. So stay tuned! Dynatrace news. Optimize timing hotspots.

Serverless 234

Serverless Azure Monitoring Lambda 234

DZone

SEPTEMBER 6, 2019

The performance characteristics of the application are determined by its architecture and design. No amount of code fine-tuning can disguise the performance implications resulting from bad architecture or design decisions. Applications must be architected and designed with sound principles and best practices.

Processing 138

Processing Performance Scalability Best Practices 138

Dynatrace

JANUARY 4, 2024

This context switching makes it hard for teams to effectively connect the dots when it comes to integrating the service-specific insights with surrounding architecture components such as service-mesh data. Specifically, teams must jump from tool to tool and page to page to extract the benefits of all the signals OpenTelemetry collects.

Metrics 164

Metrics Open Source Tuning Infrastructure 164

Dynatrace

DECEMBER 9, 2020

Cloud-native technologies and microservice architectures have shifted technical complexity from the source code of services to the interconnections between services. Heterogeneous cloud-native microservice architectures can lead to visibility gaps in distributed traces. Dynatrace news. What’s next?

Java 229

Java Traffic Strategy Architecture 229

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. Now, that same full-spectrum value is available at the massive scale of the Dynatrace Grail data lakehouse.

Analytics 182

Analytics Innovation Metrics Database 182

Dynatrace

NOVEMBER 14, 2023

DevOps practices have been established in the last decade to accomplish this goal and deal with the dynamics of modern, cloud-native software architectures. Allow for flexibility Custom query variables are available to fine-tune guardian objectives and maintain flexibility in fetching data from Grail.

Government 189

Government Best Practices DevOps Engineering 189

Dynatrace

JANUARY 26, 2021

Within this paradigm, it is possible to run entire architectures without touching a traditional virtual server, either locally or in the cloud. In a serverless architecture, applications are distributed to meet demand and scale requirements efficiently. Making use of serverless architecture. The Serverless Process.

Serverless 242

Serverless Efficiency Lambda Azure 242

The Netflix TechBlog

JUNE 30, 2020

Stay tuned as we expand on each stage of the content lifecycle over the coming months! Here are some related articles to Studio Engineering: Studio Technologies Ready for changes with Hexagonal Architecture GraphQL Search Indexing Netflix Studio Hack Day?—?May

Engineering 238

Engineering Entertainment Logistics Innovation 238

Dynatrace

FEBRUARY 8, 2021

Also, these modern, cloud-native architectures produce an immense volume, velocity, and variety of data. Explore your logs in multicloud environments and analyze them in the context of your architecture. So please stay tuned for updates. . They are required to understand the full story of what happened in a system.

Cloud 258

Cloud Azure Analytics Open Source 258

The Netflix TechBlog

JANUARY 13, 2022

Batch Pensive Batch Pensive Architecture Batch workflows in the data platform run using a Scheduler service that launches containers on the Netflix container management platform called Titus to run workflow steps. One example where it can dramatically help is Spark jobs, where memory tuning is a significant challenge.

Big Data 238

Big Data Infrastructure Metrics Hardware 238

Dynatrace

JUNE 27, 2023

The increasing complexity of cloud service architectures requires a rock-solid understanding of the activity, health status, and security of cloud services. If so, stay tuned for more news about direct AWS Kinesis Data Firehose configuration in AWS console. Or explore the recently introduced support for AWS Lambda logs.

AWS 194

AWS Cloud Lambda Analytics 194

Dynatrace

JULY 18, 2023

This is especially crucial in microservice architectures, where the number of components can be overwhelming. Stay tuned for more examples and easy-to-adopt automations provided in our public Github project. Furthermore, increasing the frequency of releases requires additional product lifecycle automation and setup.

Best Practices 186

Best Practices Code Infrastructure Latency 186

Dynatrace

JANUARY 26, 2021

Operations refers to the processes of managing software functionality throughout its delivery and use life cycle, including monitoring system performance, repairing defects, testing after updates and changes, and tuning the software release system. Environmental forces. IT environments exist in a state of almost constant change.

DevOps 264

DevOps Best Practices Open Source Tuning 264