DZone

NOVEMBER 27, 2023

An open-source distributed SQL query engine, Trino is widely used for data analytics on distributed data storage. Optimizing Trino to make it faster can help organizations achieve quicker insights and better user experiences, as well as cut costs and improve infrastructure efficiency and scalability. But how do we do that?

Tuning 162

Tuning Speed Performance Open Source 162

Dynatrace

FEBRUARY 25, 2025

It also facilitates access to data in the view through OGNL expressions, enabling developers to retrieve stored data efficiently. Dynatrace Runtime Vulnerability Analytics can help detect if the vulnerable method is actively being used within your applications. Stay tuned as we dive into the details of upcoming vulnerabilities.

Servers 214

Servers Processing Java Tuning 214

The Netflix TechBlog

JUNE 7, 2021

Cloud Network Insight is a suite of solutions that provides both operational and analytical insight into the cloud network infrastructure to address the identified problems. After several iterations of the architecture and some tuning, the solution has proven to be able to scale.

Network 327

Network Transportation AWS Cloud 327

Dynatrace

FEBRUARY 6, 2025

Monitoring average memory usage per host helps optimize performance and manage resources efficiently. Stay tuned for Part 2 of this series, where we’ll explore how to harness AI to elevate your dashboard to the next level. We want to determine the average memory usage for each host and condense the results into a single value.

Metrics 243

Metrics Infrastructure Monitoring Best Practices 243

Dynatrace

JULY 6, 2022

Ultimately, IT automation can deliver consistency, efficiency, and better business outcomes for modern enterprises. Expect to spend time fine-tuning automation scripts as you find the right balance between automated and manual processing. IT automation tools can achieve enterprise-wide efficiency. Big data automation tools.

Artificial Intelligence 246

Artificial Intelligence Tuning Strategy Big Data 246

Dynatrace

JULY 30, 2024

We estimate that Dynatrace can automate the majority of repetitive tasks and additional compliance burdens introduced by DORA technical requirements using analytics and automation based on observability and security data. This seamless integration enhances efficiency and reduces the complexity of maintaining compliance.

Government 227

Government Innovation Analytics Open Source 227

Dynatrace

APRIL 20, 2023

With more automated approaches to log monitoring and log analysis, however, organizations can gain visibility into their applications and infrastructure efficiently and with greater precision—even as cloud environments grow. ” A data warehouse, on the other hand, is an efficient and fast option for querying data.

Analytics 246

Analytics Infrastructure Storage Architecture 246

Dynatrace

MAY 2, 2024

Rising consumer expectations for transparency and control over their data, combined with increasing data volumes, contribute to the importance of swift and efficient management of privacy rights requests. How can this services administrator meet this request in a quick, compliant, and efficient way?

Tuning 278

Tuning Scalability Efficiency Processing 278

The Netflix TechBlog

SEPTEMBER 18, 2024

Cassandra serves as the backbone for a diverse array of use cases within Netflix, ranging from user sign-ups and storing viewing histories to supporting real-time analytics and live streaming. This model supports both simple and complex data models, balancing flexibility and efficiency. Cassandra), ensuring fast and efficient access.

Latency 260

Latency Storage Cache Servers 260

Dynatrace

JANUARY 30, 2024

You don’t really gain the efficiencies or the objectives that you need to be [gaining].” Additionally, as the program gathers more data, it will enable predictive analytics to forecast future talent and skill deficits. Learn more about harnessing AIOps for seamless services in agency operations in the free eBook. Download now!

Artificial Intelligence 246

Artificial Intelligence Government Innovation Programming 246

Dynatrace

FEBRUARY 8, 2021

Putting logs into context with metrics, traces, and the broader application topology enables and improves how companies manage their cloud architectures, platforms and infrastructure, optimizing applications and remediate incidents in a highly efficient way. Leverage log analytics for additional context. What’s next.

Cloud 264

Cloud Azure Analytics Open Source 264

Dynatrace

MAY 23, 2024

Such frameworks support software engineers in building highly scalable and efficient applications that process continuous data streams of massive volume. From the Kafka Streams community, one of the configurations mostly tuned in production is adding standby replicas. Recovery time of the latency p90. However, we noticed that GPT 3.5

Engineering 245

Engineering Tuning Latency Open Source 245

Dynatrace

NOVEMBER 6, 2023

The move to SaaS and data residency in local markets Dynatrace operates its AI-powered unified platform for observability, security, and business analytics as a SaaS solution across the globe. Dynatrace is already supported in 17 local regions on three hyperscalers (AWS, Azure, and GCP). Obligations to end users while moving to SaaS.

AWS 264

AWS Azure Tuning Analytics 264

Dynatrace

MAY 17, 2022

This gives us unified analytics views of node resources together with pod-level metrics such as container CPU throttling by node, which makes problem correlation much easier to analyze. This solution offers both maximum efficiency and adherence for the toughest privacy or compliance demands. A look to the future.

Availability 348

Availability Scalability Cloud Metrics 348

Dynatrace

NOVEMBER 23, 2020

T o get performance insights into applications and efficiently troubleshoot and optimize them, you need precise and actionable analytics across the entire software life cycle. If you’re interested in learning more about OpenTelemetry or joining the community, a good place to start is the OpenTelemetry GitHub repository.

Metrics 200

Metrics Open Source Tuning Analytics 200

The Netflix TechBlog

JUNE 20, 2024

To handle errors efficiently, Netflix developed a rule-based classifier for error classification called “Pensive.” Clark Wright, Staff Analytics Engineer at Airbnb, talked about the concept of Data Quality Score at Airbnb. Until next time!

Data Engineering 206

Data Engineering Engineering Entertainment Software Engineering 206

The Netflix TechBlog

OCTOBER 8, 2024

Building on these foundational abstractions, we developed the TimeSeries Abstraction  — a versatile and scalable solution designed to efficiently store and query large volumes of temporal event data with low millisecond latencies, all in a cost-effective manner across various use cases. Let’s dive into the various aspects of this abstraction.

Latency 239

Latency Storage Traffic Tuning 239

Dynatrace

NOVEMBER 24, 2020

Dynatrace provides advanced observability across on-premises systems and cloud providers in a single platform, providing application performance monitoring, infrastructure monitoring, Artificial Intelligence-driven operations (AIOps), code-level execution, digital experience monitoring (DEM), and digital business analytics. Stay tuned.

AWS 221

AWS Artificial Intelligence Best Practices Lambda 221

The Netflix TechBlog

OCTOBER 27, 2020

Data scientists and engineers collect this data from our subscribers and videos, and implement data analytics models to discover customer behaviour with the goal of maximizing user joy. Therefore, we must efficiently move data from the data warehouse to a global, low-latency and highly-reliable key-value store.

Latency 252

Latency Storage Big Data Tuning 252

Dynatrace

AUGUST 28, 2020

Azure Data Lake Analytics. Azure Data Factory is a hybrid data integration service that enables you to quickly and efficiently create automated data pipelines—without writing any code. We’ll release additional monitoring support for new services soon, so stay tuned for further updates. Azure Logic Apps. Azure Container Instance.

Azure 235

Azure Cloud Tuning Monitoring 235

Dynatrace

JULY 22, 2024

The OpenTelemetry Protocol (OTLP) plays a critical role in this framework by standardizing how systems format and transport telemetry data, ensuring that data is interoperable and transmitted efficiently. OpenTelemetry provides [extensive documentation]([link] and examples to help you fine-tune your configuration for maximum effectiveness.

Latency 264

Latency Best Practices Metrics Open Source 264

The Netflix TechBlog

APRIL 29, 2019

Demand Engineering Demand Engineering is responsible for Regional Failovers , Traffic Distribution, Capacity Operations and Fleet Efficiency of the Netflix cloud. CORE The CORE team uses Python in our alerting and statistical analytical work. We are proud to say that our team’s tools are built primarily in Python.

Open Source 280

Open Source Network Infrastructure Big Data 280

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).

Monitoring 246

Monitoring Social Media IoT Metrics 246

Dynatrace

SEPTEMBER 29, 2021

For a deeper look into how to gain end-to-end observability into Kubernetes environments, tune into the on-demand webinar Harness the Power of Kubernetes Observability. The “scheduler” determines the placement of new containers so compute resources are used most efficiently. Watch webinar now! Networking.

Open Source 334

Open Source DevOps Traffic Cloud 334

Dynatrace

APRIL 25, 2023

Observability challenges in serverless applications can be therefore categorized into: Data collection : how to collect metrics, logs and traces from serverless functions efficiently, reliably, and consistently? This makes it very easy to explore your functions’ behavior and identify impact and root cause of an anomaly.

Serverless 246

Serverless Lambda Azure AWS 246

Dynatrace

OCTOBER 23, 2023

Communicating security insights efficiently across teams in your organization isn’t easy Security management is a complex and challenging task; effectively communicating security insights is even more so. Sample dashboard Next, you want to prepare an efficient plan for remediation.

Efficiency 264

Efficiency Best Practices Tuning Internet 264

Dynatrace

JANUARY 19, 2021

Actionable analytics across the?entire Serverless architectures help developers innovate more efficiently and effectively by removing the burden of managing underlying infrastructure. Actionable analytics across the?entire From here you can use Dynatrace analytics capabilities to understand the response time?and

Lambda 264

Lambda Serverless AWS Mobile 264

Dynatrace

JULY 30, 2024

We estimate that Dynatrace can automate the majority of repetitive tasks and additional compliance burdens introduced by DORA technical requirements using analytics and automation based on observability and security data. This seamless integration enhances efficiency and reduces the complexity of maintaining DORA compliance.

Government 147

Government Innovation Analytics Open Source 147

Dynatrace

JULY 24, 2023

In the world of DevOps and SRE, DevOps automation answers the undeniable need for efficiency and scalability. This evolution in automation, referred to as answer-driven automation, empowers teams to address complex issues in real time, optimize workflows, and enhance overall operational efficiency.

DevOps 246

DevOps Traffic Efficiency Servers 246

Dynatrace

JULY 11, 2024

By following these best practices, you can ensure efficient and safe data management, allowing you to focus on extracting value from Dynatrace while maintaining smooth and compliant business operations. Check our Privacy Rights documentation to stay tuned to our continuous improvements. Get started New to Dynatrace?

Storage 264

Storage Government Best Practices Media 264

Dynatrace

MAY 20, 2020

The new API allows you to realize use cases in reporting and data analytics and to further integrate custom applications with Dynatrace. Every metric has metadata properties that are important for efficiently querying data. Dynatrace Keptn , for example, uses the new Metrics API v2 to monitor the outcomes of application deployment.

Metrics 246

Metrics Operating System Tuning Availability 246

Dynatrace

MAY 5, 2021

” Data from the build process feeds impactful analytics from Davis AI to detect the precise root cause if software fails to meet specific benchmarks. Fine-tuning the service-level indicators that make up quality gates will improve with the help of upcoming features. How Intuit puts Dynatrace to work.

Benchmarking 246

Benchmarking Latency Speed Software 246

The Netflix TechBlog

JULY 26, 2021

The paradigm spans across methods, tools, and technologies and is usually defined in contrast to analytical reporting and predictive modeling which are more strategic (vs. Operational Reporting Pipeline Example Iceberg Sink Apache Iceberg is an open source table format for huge analytics datasets. Please stay tuned!

Big Data 257

Big Data Government Processing Analytics 257

O'Reilly

NOVEMBER 19, 2024

Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost. This latter approach with node embeddings can be more robust and potentially more efficient. The haphazard results may be entertaining, although not quite based in fact. at Facebook—both from 2020.

Open Source 127

Open Source Entertainment Database Healthcare 127

Dynatrace

MAY 15, 2020

But outdated security practices pose a significant barrier even to the most efficient DevOps initiatives. Today, security teams often employ SIEMs for log analytics. In the future you will see even more innovation from Dynatrace in this space so please stay tuned.

Government 278

Government DevOps Infrastructure Network 278

The Netflix TechBlog

JULY 20, 2020

The application is a combination of neural embeddings , which encode the semantic information in words and sentences, and locality sensitive hashing , which efficiently assigns approximately nearby items to the same buckets and faraway items to different buckets. there is no other way if the business problems need to be solved in real-time.

Development 185

Development Open Source Tuning Network 185

The Netflix TechBlog

OCTOBER 19, 2020

We earned the trust of our engineers by developing empathy for their operational burden and by focusing on providing efficient tracer library integrations in runtime environments. Our engineering teams tuned their services for performance after factoring in increased resource utilization due to tracing. Storage: don’t break the bank!

Infrastructure 238

Infrastructure Transportation Storage Open Source 238