Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? With ever-evolving infrastructure, services, and business objectives, IT teams can’t keep up with routine tasks that require human intervention. Creating a sound IT automation strategy. So, what is IT automation?

Artificial Intelligence 246

Artificial Intelligence Tuning Strategy Big Data 246

Scalegrid

FEBRUARY 24, 2025

Youll also learn strategies for maintaining data safety and managing node failures so your RabbitMQ setup is always up to the task. They can be mirrored and configured for either availability or consistency, providing different strategies for managing network partitions.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

Dynatrace

APRIL 17, 2024

Mainframe is a strong choice for hybrid cloud, but it brings observability challenges IBM Z is a mainframe computing platform chosen by many organizations with a hybrid cloud strategy because of its security, resiliency, performance, scalability, and sustainability. Are you running containerized applications on IBM Z?

Operating System 246

Operating System Energy Infrastructure Architecture 246

Dynatrace

MAY 23, 2024

Failures can occur unpredictably across various levels, from physical infrastructure to software layers. After failures, Kafka Streams’ partition assignment strategy, triggered by rebalances, causes its executions to accumulate more lag. The performance gains achieved with the Kafka Streams tuning approach are paramount.

Engineering 245

Engineering Tuning Latency Open Source 245

Dynatrace

JULY 23, 2020

Today we’re happy to announce, that with the release of Dynatrace version 1.198 (SaaS and Managed), auto-adaptive baseline extends beyond application performance (APM) metrics to include thousands of infrastructure and cloud metrics as well. AI-powered root cause analysis via auto-adaptive baselines for more than classic APM metrics.

Metrics 277

Metrics Innovation Strategy Monitoring 277

Dynatrace

MAY 17, 2022

To solve this problem , Dynatrace offers a fully automated approach to infrastructure and application observability including Kubernetes control plane, deployments, pods, nodes, and a wide array of cloud-native technologies. None of this complexity is exposed to application and infrastructure teams.

Availability 348

Availability Scalability Cloud Metrics 348

The Netflix TechBlog

JUNE 14, 2023

The three strategies we will discuss today are AB Testing , Replay Testing, and Sticky Canaries. Let’s discuss the three testing strategies in further detail. A Sticky Canary is an infrastructure experiment where customers are assigned either to a canary or baseline host for the entire duration of an experiment.

Traffic 357

Traffic Latency Metrics Cache 357

Scalegrid

MARCH 22, 2024

A well-planned multi cloud strategy can seriously upgrade your business’s tech game, making you more agile. Key Takeaways Multi-cloud strategies have become increasingly popular due to the need for flexibility, innovation, and the avoidance of vendor lock-in. Thinking about going multi-cloud?

Strategy 130

Strategy Cloud Government Innovation 130

Dynatrace

JANUARY 26, 2021

Companies can choose whatever combination of infrastructure, platforms, and software will help them best achieve continuous integration and continuous delivery (CI/CD) of new apps and services while simultaneously baking in security measures. The tactical trifecta: development + security + operations. Rather, they’re about tactics.

DevOps 306

DevOps Best Practices Open Source Tuning 306

Dynatrace

JULY 22, 2024

Text-based records of events and activities generated by applications and infrastructure components. OpenTelemetry provides [extensive documentation]([link] and examples to help you fine-tune your configuration for maximum effectiveness. Logs are used for debugging, troubleshooting, and auditing purposes.

Latency 264

Latency Best Practices Metrics Open Source 264

The Netflix TechBlog

OCTOBER 8, 2024

The Key-Value Abstraction offers a flexible, scalable solution for storing and accessing structured key-value data, while the Data Gateway Platform provides essential infrastructure for protecting, configuring, and deploying the data tier. Let’s dive into the various aspects of this abstraction.

Latency 239

Latency Storage Traffic Tuning 239

Dynatrace

JUNE 13, 2019

New agents can also be automatically deployed based on detected changes in your infrastructure and service landscape. Dynatrace OneAgent will provide code-level insights that are essential for production debugging and performance tuning. Agents will continue to be the primary and best means of performance-data collection going forward.

IoT 53

IoT C++ Analytics Java 53

Scalegrid

JUNE 4, 2020

As an open source database, it’s a highly popular choice for enterprise applications looking to modernize their infrastructure and reduce their total cost of ownership, along with startup and developer applications looking for a powerful, flexible and cost-effective database to work with. Replication Strategies. Asynchronous.

Database 230

Database Latency Benchmarking Performance 230

The Netflix TechBlog

SEPTEMBER 18, 2024

Vidhya Arvind , Rajasekhar Ummadisetty , Joey Lynch , Vinay Chella Introduction At Netflix our ability to deliver seamless, high-quality, streaming experiences to millions of users hinges on robust, global backend infrastructure. The KV data can be visualized at a high level, as shown in the diagram below, where three records are shown.

Latency 260

Latency Storage Cache Servers 260

Dynatrace

JULY 6, 2022

Organizations that have achieved SRE maturity have a better handle on the state of their infrastructure, the ability to tie reliability metrics more tightly to business objectives, and the means to ensure a consistent and responsive customer experience. Design, implement, and tune effective SLOs.

Best Practices 246

Best Practices Open Source Tuning Infrastructure 246

The Netflix TechBlog

AUGUST 10, 2020

Continuing to innovate on this family has tremendous advantages across the whole delivery infrastructure: reducing footprint at our Content Delivery Network (CDN), Open Connect (OC) , the load on our partner ISPs’ networks and the bandwidth usage for our members. Further tuning of pre-defined encoding parameters.

Innovation 242

Innovation Traffic Network Mobile 242

Dynatrace

OCTOBER 2, 2023

This comprehensive view helps teams gain an initial understanding of a monolithic application so they can develop a migration strategy. The observability extends to on-premises environments, Kubernetes infrastructure, multicloud platforms, and the multitude of proprietary and open source tools they depend on.

Architecture 278

Architecture Artificial Intelligence Cloud Open Source 278

Dynatrace

APRIL 22, 2022

Although many companies adopt solutions such as OpenTelemetry, Prometheus, and Grafana as part of their observability strategy, they often confront a common data analysis problem: data silos. Once the data is in Dynatrace, users can define dashboards and understand how SAP HANA databases are functioning relative to the overall infrastructure.

Open Source 244

Open Source Metrics Cloud Tuning 244

The Netflix TechBlog

DECEMBER 8, 2021

Project by Netflix’s Cloud Infrastructure Security team ( Alex Bainbridge , Mike Grima , Nick Siow) Cloud security is a hard problem, but an even harder one is cloud security at scale. We knew that given our scale, we needed to rely heavily on automations and that we needed to build our solutions using battle tested scalable infrastructure.

AWS 205

AWS Cloud Infrastructure Scalability 205

Dynatrace

AUGUST 29, 2019

Zero-downtime deployment strategies such as blue/green or canary releases introduce built-in recovery mechanisms to reduce the impact of defects on production users. When you make a change, make sure you have deployed AND tested your remediation strategy in case a fire breaks out.

Cloud 188

Cloud DevOps Strategy Performance Testing 188

Dynatrace

OCTOBER 24, 2019

A private Synthetic location is a location in your private network infrastructure where you install a Synthetic-enabled ActiveGate. Following our API-first strategy, private locations are configured via REST API calls. Stay tuned for more Synthetic Monitoring news, including: Credential vault support for HTTP monitors.

Hardware 30

Hardware Monitoring Tuning Network 30

Dynatrace

NOVEMBER 4, 2019

In order to accomplish this, one of the key strategies many organizations utilize is an open source Kubernetes environment, which helps build, deliver, and scale containerized Cloud Native applications. Dynatrace continuously auto-discovers them all in real-time and gives you full visibility without changing a single line of code.

Monitoring 223

Monitoring Cloud Metrics Code 223

Dynatrace

APRIL 8, 2021

While AWS takes the operational overhead for operating Lambda functions off your shoulders, using Lambda functions at a larger scale requires mature deployment strategies. So, stay tuned for more blog posts and announcements. Support for additional languages. Support for container images deployed on AWS Lambda.

Lambda 246

Lambda AWS Serverless Monitoring 246

Dynatrace

APRIL 8, 2021

While AWS takes the operational overhead for operating Lambda functions off your shoulders, using Lambda functions at a larger scale requires mature deployment strategies. So, stay tuned for more blog posts and announcements. Support for additional languages. Support for container images deployed on AWS Lambda.

Lambda 246

Lambda AWS Serverless Monitoring 246

Dynatrace

DECEMBER 18, 2023

This challenge has given rise to the discipline of observability engineering, which concentrates on the details of telemetry data to fine-tune observability use cases. This covers the infrastructure, processes, and the application stack, including tracing, profiling, and logs. Please stay tuned!

Metrics 245

Metrics Engineering Energy Tuning 245

O'Reilly

MARCH 25, 2025

They also realized that, although LlamaIndex was cool to get this POC out the door, they couldnt easily figure out what prompt it was throwing to the LLM, what embedding model was being used, the chunking strategy, and so on. They used some local embeddings and played around with different chunking strategies.

Systems 69

Systems Development Tuning Monitoring 69

Dynatrace

JANUARY 19, 2021

Serverless architectures help developers innovate more efficiently and effectively by removing the burden of managing underlying infrastructure. This additional insight enables you to design strategies for handling the effects of cold starts, like warming up your functions or configuring provisioned concurrency for your functions.

Lambda 264

Lambda Serverless AWS Mobile 264

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. Cloud security monitoring is key—identifying threats in real-time and mitigating risks before they escalate.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Smashing Magazine

NOVEMBER 8, 2021

At the limit, statically generated, edge delivered, and HTML-first pages look like the optimal strategy. Enabling dynamic commerce requires close integration between server and client, an optimized streaming and data fetch strategy, and a production platform that operates at scale. Stay tuned for more in 2022! Large preview ).

Cache 139

Cache Best Practices Strategy Servers 139

Dynatrace

DECEMBER 8, 2020

Research by the Enterprise Strategy Group in 2020 shows 60% of reported breached production applications in the past 12 months involved a known and unpatched vulnerability. Stay tuned – this is only the start. According to Gartner , 80% of vulnerabilities are introduced via transitive dependencies.

Cloud 306

Cloud Open Source Internet Internet 306

Scalegrid

AUGUST 30, 2024

This fine-tunes operational access inside RabbitMQ and facilitates complex naming conventions for resources and sophisticated rules regarding access. Encryption Strategies for RabbitMQ RabbitMQ implements transport-level security using TLS/SSL encryption to safeguard data during transmission.

Transportation 130

Transportation Virtualization Strategy Storage 130

The Netflix TechBlog

JULY 26, 2021

Data Mesh provides a drag-and-drop, self-service user interface for exploring sources and creating pipelines so that users can focus on delivering business value without having to worry about managing and scaling complex data streaming infrastructure. This strategy has increased the Studio Tech Solutions team performance and stability.

Big Data 257

Big Data Government Processing Analytics 257

Percona

DECEMBER 27, 2023

According to a 2023 Forrester survey commissioned by Hashicorp , 61% of respondents had implemented, were expanding, or were upgrading their multi-cloud strategy. Nearly every vendor at Kubecon and every person we spoke to had some form of a multi-cloud requirement or strategy. We expect that number to rise higher in 2024.

Cloud 109

Cloud Open Source Strategy Best Practices 109

The Netflix TechBlog

MARCH 7, 2019

To unlock these innovations we are making a strategic choice that our focus should be geared towards developing the surrounding infrastructure so that scientists’ work can be easily absorbed into the wider Netflix Experimentation Platform. Graduation We need a process for graduating new research into the experimentation platform.

Design 175

Design Engineering Innovation Java 175

The Netflix TechBlog

DECEMBER 21, 2020

Orient: Gather tuning parameters for a particular table that changed. AutoAnalyze In short, AutoAnalyze finds the best tuning/configuration parameters for a table. We use 2 different packing algorithms to achieve this: Knuth/Plass line breaking algorithm We use this strategy when the sort order among files is important.

Storage 212

Storage Latency Efficiency Data Engineering 212

Percona

DECEMBER 6, 2023

Additional read Mike’s blog on How to Find and Tune a Slow SQL Query Q: What is your disaster recovery (DR) strategy? Hmm, a replica seems like a straightforward response, but it is not a comprehensive disaster recovery strategy. A: We have a replica under our primary database. A: Well, it is our delayed disaster recovery.

Strategy 108

Strategy Database Best Practices Tuning 108

Percona

SEPTEMBER 1, 2023

While there is no magic bullet for MySQL performance tuning, there are a few areas that can be focused on upfront that can dramatically improve the performance of your MySQL installation. What are the Benefits of MySQL Performance Tuning? A finely tuned database processes queries more efficiently, leading to swifter results.

Tuning 52

Tuning Database Performance Hardware 52