DZone

JUNE 12, 2023

Organizations must optimize their workflows and processes to truly harness the power of CI/CD. This blog will explore various techniques and best practices for optimizing your CI/CD workflow, ensuring maximum efficiency and productivity.

Efficiency 270

Efficiency Best Practices Software Software 270

The Netflix TechBlog

AUGUST 1, 2022

A Data Movement and Processing Platform @ Netflix By Bo Lei , Guilherme Pires , James Shao , Kasturi Chatterjee , Sujay Jain , Vlad Sydorenko Background Realtime processing technologies (A.K.A stream processing) is one of the key factors that enable Netflix to maintain its leading position in the competition of entertaining our users.

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Processing Transportation Entertainment Tuning 273

The Netflix TechBlog

JANUARY 10, 2024

Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. The Netflix video processing pipeline went live with the launch of our streaming service in 2007. The Netflix video processing pipeline went live with the launch of our streaming service in 2007.

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Processing Media Latency Innovation 240

Dynatrace

DECEMBER 5, 2023

This growth was spurred by mobile ecosystems with Android and iOS operating systems, where ARM has a unique advantage in energy efficiency while offering high performance. Energy efficiency and carbon footprint outshine x86 architectures The first clear benefit of ARM in the enterprise IT landscape is energy efficiency.

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Efficiency Architecture Energy Monitoring 276

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. But when and how does DevOps monitoring fit into the process? And how do DevOps monitoring tools help teams achieve DevOps efficiency? Lost efficiency.

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Dynatrace

FEBRUARY 9, 2024

One of the more popular use cases is monitoring business processes, the structured steps that produce a product or service designed to fulfill organizational objectives. By treating processes as assets with measurable key performance indicators (KPIs), business process monitoring helps IT and business teams align toward shared business goals.

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Processing Monitoring Analytics Games 202

The Netflix TechBlog

NOVEMBER 20, 2023

by Jun He , Yingyi Zhang , and Pawan Dixit Incremental processing is an approach to process new or changed data in workflows. The key advantage is that it only incrementally processes data that are newly added or updated to a dataset, instead of re-processing the complete dataset.

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Processing Big Data Efficiency Engineering 221

DZone

DECEMBER 18, 2023

Energy efficiency has become a paramount concern in the design and operation of distributed systems due to the increasing demand for sustainable and environmentally friendly computing solutions.

Energy 182

Energy Efficiency Systems IoT 182

The Netflix TechBlog

NOVEMBER 14, 2023

By Abhinaya Shetty , Bharath Mummadisetty In the inaugural blog post of this series, we introduced you to the state of our pipelines before Psyberg and the challenges with incremental processing that led us to create the Psyberg framework within Netflix’s Membership and Finance data engineering team.

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Processing Data Engineering Efficiency Analytics 236

DZone

NOVEMBER 7, 2023

Among the spectrum of methodologies available for this task, batch processing is often considered an old guard, especially with the advent of real-time and event-based processing technologies. However, it would be a mistake to dismiss batch processing as an antiquated approach.

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Processing Architecture Technology Technology 189

Dynatrace

OCTOBER 23, 2023

This leads to a more efficient and streamlined experience for users. Lastly, monitoring and maintaining system health within a virtual environment, which includes efficient troubleshooting and issue resolution, can pose a significant challenge for IT teams.

Efficiency 227

Efficiency Virtualization Hardware Performance 227

DZone

JANUARY 26, 2024

In the ever-changing realm of modern business practices, ensuring the successful execution of batch jobs is vital for activities like data processing, system upkeep, and the general workflow of the organization. A groundbreaking approach, as outlined in innovation – Patent US1036596B1 , has been introduced to address this challenge.

Systems 182

Systems Efficiency Innovation Processing 182

Dynatrace

DECEMBER 9, 2024

Why manual audits and custom scripts fall short for Kubernetes security posture management In the dynamic and complex world of Kubernetes, relying on manual audits, custom scripts, and general-purpose security tools is no longer enough to achieve efficient security posture management. Processes are time-intensive. Reactivity.

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Best Practices Benchmarking DevOps Efficiency 256

Dynatrace

JANUARY 31, 2024

Organizations choose data-driven approaches to maximize the value of their data, achieve better business outcomes, and realize cost savings by improving their products, services, and processes. Data is then dynamically routed into pipelines for further processing. Such transformations can reduce storage costs by 99%.

Analytics 203

Analytics Processing Transportation Storage 203

Dynatrace

DECEMBER 3, 2024

These innovations promise to streamline operations, boost efficiency, and offer deeper insights for enterprises using AWS services. This integration simplifies the process of embedding Dynatrace full-stack observability directly into custom Amazon Machine Images (AMIs).

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AWS Cloud Performance Innovation 256

DZone

SEPTEMBER 9, 2024

Efficient data processing is crucial for businesses and organizations that rely on big data analytics to make informed decisions. One key factor that significantly affects the performance of data processing is the storage format of the data.

Big Data 278

Big Data Storage Analytics Benchmarking 278

DZone

AUGUST 14, 2024

When building ETL data pipelines using Azure Data Factory (ADF) to process huge amounts of data from different sources, you may often run into performance and design-related challenges. This article will serve as a guide in building high-performance ETL pipelines that are both efficient and scalable.

Azure 306

Azure Cloud Scalability Efficiency 306

DZone

FEBRUARY 6, 2024

Platform engineering is the creation and management of foundational infrastructure and automated processes, incorporating principles like abstraction, automation, and self-service, to empower development teams, optimize resource utilization, ensure security, and foster collaboration for efficient and scalable software development.

Engineering 289

Engineering Scalability Infrastructure Efficiency 289

DZone

AUGUST 19, 2024

CI/CD and Its Importance We all know what CI/CD is and how it fosters a sense of collaboration among teams and enables them to deliver high-quality software efficiently and reliably.

Cloud 298

Cloud Efficiency Software Software 298

DZone

OCTOBER 8, 2024

To fully leverage its capabilities and improve efficient data processing, it's crucial to optimize query performance. Snowflake is a powerful cloud-based data warehousing platform known for its scalability and flexibility.

Best Practices 282

Best Practices Performance Architecture Scalability 282

DZone

SEPTEMBER 18, 2023

For more: Read the Report Artificial intelligence (AI) has revolutionized the realm of software testing, introducing new possibilities and efficiencies. The demand for faster, more reliable, and efficient testing processes has grown exponentially with the increasing complexity of modern applications.

Artificial Intelligence 279

Artificial Intelligence Software Software Testing 279

Dynatrace

MAY 7, 2024

Fluent Bit is a telemetry agent designed to receive data (logs, traces, and metrics), process or modify it, and export it to a destination. Fluent Bit and Fluentd were created for the same purpose: collecting and processing logs, traces, and metrics. Ask yourself, how much data should Fluent Bit process? What is Fluent Bit?

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Best Practices IoT Metrics Storage 255

Dynatrace

DECEMBER 12, 2024

Carefully planning and integrating new processes and tools is critical to ensuring compliance without disrupting daily operations. Visibility of all business processes starting from the back end and ending with customer experience is perhaps the biggest challenge. For example, user behavior helps identify attacks or fraud.

Analytics 214

Analytics Government Efficiency Innovation 214

Dynatrace

OCTOBER 28, 2024

Dynatrace on Microsoft Azure allows enterprises to streamline deployment, gain critical insights, and automate manual processes. As a SaaS vendor, Dynatrace carefully manages its deployments across different regions, assuring the efficient and optimal use of infrastructure to serve and support Dynatrace platform customers. The result?

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Azure Latency Infrastructure Cloud 248

Dynatrace

NOVEMBER 9, 2023

However, they can also be used to monitor optimization processes effectively. Efficient coordination among resource usage, requests, and allocation is critical. As every container has defined requests for CPU and memory, these indicators are well-suited for efficiency monitoring.

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Efficiency Monitoring Best Practices Open Source 287

Dynatrace

FEBRUARY 1, 2024

The adoption process takes time and consideration. The complexity and numerous moving parts of Kubernetes multicloud clusters mean that when monitoring the health of these clusters—which is critical for ensuring reliable and efficient operation of the application—platform engineers often find themselves without an easy and efficient solution.

Engineering 276

Engineering Efficiency Azure Monitoring 276

Dynatrace

DECEMBER 14, 2023

For a closer look at the numbers from the Dynatrace, Snyk, and AWS joint research, plus more statistics on how automation increases efficiencies and reduces security risks, see the infographic report, Continuous delivery needs continuous security. 34% of CIOs say they sacrifice code security to deliver innovation quicker.

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AWS Innovation Speed Efficiency 274

Dynatrace

NOVEMBER 25, 2024

As more organizations move their operations to the cloud, it is crucial for teams to have visibility and control over their applications and infrastructure to ensure smooth and efficient operations. The need for intelligent observability in AWS clouds AWS cloud environments are dynamic and complex. Check out the resource below to learn more.

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Dynatrace

NOVEMBER 11, 2024

A good Kubernetes SLO strategy helps teams manage and make containerized workloads more efficient. However, due to the fact that they boil down selected indicators to single values and track error budget levels, they also offer a suitable way to monitor optimization processes while aligning on single values to meet overall goals.

Efficiency 207

Efficiency Best Practices Monitoring Cloud 207

Dynatrace

MARCH 20, 2024

Deploying software in Kubernetes is often viewed as a straightforward process—just use kubectl or a GitOps solution like ArgoCD to deploy a YAML file, and you’re all set, right? Conclusion Keptn empowers DevOps teams to conquer the Kubernetes deployment challenge confidently, ensuring smoother and more efficient deployments.

Open Source 279

Open Source Hardware DevOps Infrastructure 279

Dynatrace

FEBRUARY 23, 2022

DevSecOps teams can address this unsettling tradeoff by automating processes throughout the SDLC, centralizing application configuration with a shared set of tools, and using observability platforms to gain visibility into code-quality lapses, security gaps, and other software development issues.

Serverless 278

Serverless Infrastructure Innovation DevOps 278

Dynatrace

JULY 5, 2022

AIOps combines big data and machine learning to automate key IT operations processes, including anomaly detection and identification, event correlation, and root-cause analysis. To achieve these AIOps benefits, comprehensive AIOps tools incorporate four key stages of data processing: Collection. What is AIOps, and how does it work?

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Artificial Intelligence Cloud Innovation Strategy 298

DZone

OCTOBER 2, 2024

This section will provide insights into the architecture and strategies to ensure efficient query processing in a sharded environment. Routing Requests to Shards: Finally, we’ll cover the methods for routing queries to the correct shard.

Database 279

Database Systems Scalability Traffic 279

DZone

MARCH 30, 2023

If you're tired of managing your infrastructure manually, ArgoCD is the perfect tool to streamline your processes and ensure your services are always in sync with your source code. Say goodbye to the headaches of manual infrastructure management and hello to a more efficient and scalable approach with ArgoCD!

Infrastructure 264

Infrastructure Scalability Efficiency Processing 264

Dynatrace

DECEMBER 4, 2024

Dynatrace and the AWS Well-Architected Framework ensure continuous optimization of cloud architecture, aligning with the key pillars of operational excellence, security, reliability, performance efficiency, cost optimization, and sustainability. It accelerates the process of validating and optimizing cloud infrastructure.

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AWS Best Practices Lambda Infrastructure 222

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. The framework comprises six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

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AWS Efficiency Azure Cloud 259

The Netflix TechBlog

SEPTEMBER 10, 2024

One issue that often complicates this process is the "noisy neighbor" problem. Continuous instrumentation is critical to catching such matters as they emerge, and eBPF, with its hooks into the Linux scheduler with minimal overhead, enabled us to monitor run queue latency efficiently.

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Latency Metrics Programming Monitoring 251