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.

Processing 189

Processing Architecture Technology Technology 189

Dynatrace

DECEMBER 3, 2024

These innovations promise to streamline operations, boost efficiency, and offer deeper insights for enterprises using AWS services. This blog post will explore these exciting developments and what they mean for organizations. Together, Dynatrace and AWS are paving the way for more robust and agile cloud solutions.

AWS 256

AWS Cloud Performance Innovation 256

Scalegrid

MAY 13, 2020

Greenplum Database is a massively parallel processing (MPP) SQL database that is built and based on PostgreSQL. In this blog post, we explain what Greenplum is, and break down the Greenplum architecture, advantages, major use cases, and how to get started. You can leverage as few as two segment hosts and scale to an unlimited capacity.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

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.

Efficiency 287

Efficiency Monitoring Best Practices Open Source 287

DZone

OCTOBER 11, 2023

This grants enterprises remarkable agility, scalability, and operational efficiency. This informative blog delves into the world of leading cloud-native integration platforms, spearheading significant changes in the business arena.

Cloud 278

Cloud Scalability Efficiency Systems 278

Dynatrace

MARCH 29, 2024

In today’s rapidly evolving landscape, incorporating AI innovation into business strategies is vital, enabling organizations to optimize operations, enhance decision-making processes, and stay competitive. AI innovation elevates efficiency and performance of Google Cloud AI adoption is increasingly critical for any organization.

Google 273

Google Innovation Cloud Analytics 273

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

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.

AWS 208

AWS Cloud Innovation Infrastructure 208

Dynatrace

JANUARY 26, 2021

DevSecOps is a cross-team collaboration framework that integrates security into DevOps processes from the start rather than waiting to address security in a separate silo. DevOps has gained ground in recent years as a way to combine key operational principles with development cycles, recognizing that these two processes must coexist.

DevOps 281

DevOps Best Practices Open Source Tuning 281

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?

Best Practices 255

Best Practices IoT Metrics Storage 255

Dynatrace

OCTOBER 29, 2024

Dynatrace transforms this unstructured data into a strategic advantage, processing it automatically—no manual tagging required. This increased efficiency allowed BPX to reallocate resources toward innovation, driving business growth and reinforcing their sustainability goals. With over 2.5

Innovation 230

Innovation Strategy Cloud AWS 230

The Netflix TechBlog

NOVEMBER 12, 2024

By: Rajiv Shringi , Oleksii Tkachuk , Kartik Sathyanarayanan Introduction In our previous blog post, we introduced Netflix’s TimeSeries Abstraction , a distributed service designed to store and query large volumes of temporal event data with low millisecond latencies. This process can also be used to track the provenance of increments.

Latency 253

Latency Cache Infrastructure Strategy 253

The Netflix TechBlog

SEPTEMBER 10, 2024

One issue that often complicates this process is the "noisy neighbor" problem. In this blog post, we'll reveal how we leveraged eBPF to achieve continuous, low-overhead instrumentation of the Linux scheduler, enabling effective self-serve monitoring of noisy neighbor issues.

Latency 251

Latency Metrics Programming Monitoring 251

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

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.

AWS 222

AWS Best Practices Lambda Infrastructure 222

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?

Artificial Intelligence 298

Artificial Intelligence Cloud Innovation Strategy 298

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

DZone

MARCH 9, 2021

A framework is a collection or set of tools and processes that work together to support testing and developmental activities. Be it web development or testing, there are multiple frameworks that can enhance your team’s efficiency and productivity. We decided to dive deeper into PHP and find out what the best PHP testing frameworks are.

Testing 246

Testing Programming Website Efficiency 246

The Netflix TechBlog

JUNE 13, 2023

Our previous blog post presented replay traffic testing — a crucial instrument in our toolkit that allows us to implement these transformations with precision and reliability. A process that doesn’t just minimize risk, but also facilitates a continuous evaluation of the rollout’s impact.

Traffic 287

Traffic Metrics Systems Strategy 287

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

APRIL 29, 2021

CI/CD is a series of interconnected processes that empower developers to build quality software through well-aligned and automated development, testing, delivery, and deployment. Together, these practices ensure better collaboration and greater efficiency for DevOps teams throughout the software development life cycle.

DevOps 281

DevOps Logistics Code Software 281

Dynatrace

NOVEMBER 20, 2023

The first goal is to demonstrate how generative AI can bring key business value and efficiency for organizations. While technologies have enabled new productivity and efficiencies, customer expectations have grown exponentially, cyberthreat risks continue to mount, and the pace of business has sped up. What is causal AI?

AWS 221

AWS Artificial Intelligence Cloud Analytics 221

Dynatrace

SEPTEMBER 5, 2024

These developments open up new use cases, allowing Dynatrace customers to harness even more data for comprehensive AI-driven insights, faster troubleshooting, and improved operational efficiency. Customers have had a positive response to our native syslog implementation, noting its easy setup and efficiency.

Innovation 273

Innovation AWS Analytics Storage 273

Dynatrace

JANUARY 23, 2024

AI-enabled chatbots can help service teams triage customer issues more efficiently. Deriving business value with AI, IT automation, and data reliability When it comes to increasing business efficiency, boosting productivity, and speeding innovation, artificial intelligence takes center stage. What is explainable AI? What is causal AI?

Performance 198

Performance DevOps Innovation Artificial Intelligence 198

Dynatrace

OCTOBER 10, 2023

In this blog post, we’ll delve deeper into these categories to gain a comprehensive understanding of their significance and the challenges they present. Process Improvements (50%) The allocation for process improvements is devoted to automation and continuous improvement SREs help to ensure that systems are scalable, reliable, and efficient.

Engineering 239

Engineering DevOps Innovation Strategy 239

The Netflix TechBlog

JUNE 30, 2020

In an effort to effectively and efficiently produce this content we are looking to improve and automate many areas of the production process. In this overview, we will shed light on the complexity and magnitude of this journey and update this post with links to deeper technical blogs over time.

Engineering 243

Engineering Entertainment Logistics Innovation 243

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.

AWS 259

AWS Efficiency Azure Cloud 259

The Netflix TechBlog

SEPTEMBER 24, 2021

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. Packaging has always been an important step in media processing. Uploading and downloading data always come with a penalty, namely latency.

Cloud 242

Cloud Media Storage Cache 242

Dynatrace

JANUARY 13, 2022

More seamless handoffs between tasks in the toolchain can improve DevOps efficiency, software development innovation, and better code quality. But the complexity of multicloud platforms and microservices architecture makes it hard to run DevOps efficiently without the aid of artificial intelligence and automation.

DevOps 278

DevOps Speed Artificial Intelligence Innovation 278

Dynatrace

NOVEMBER 28, 2023

In the previous installment of this blog series , we explored how to set up Dynatrace as a build-stage orchestrator to effectively address the challenges faced by Site Reliability Engineers (SREs). Davis AI efficiently identified the deployment change as the potential root cause for the malfunctioning of nginx. What’s next?

Traffic 270

Traffic Best Practices Strategy Engineering 270

Dynatrace

SEPTEMBER 27, 2024

As batch jobs run without user interactions, failure or delays in processing them can result in disruptions to critical operations, missed deadlines, and an accumulation of unprocessed tasks, significantly impacting overall system efficiency and business outcomes. Individual batch job status with processing times and status Figure 4.

Monitoring 197

Monitoring Performance IoT Analytics 197

Dynatrace

APRIL 8, 2024

This blog explores how vertically integrated risk management solutions that use AI and automation enable unparalleled visibility, control, and efficiency for risk management in banking. Optimize the IT infrastructure supporting risk management processes and controls for maximum performance and resilience.

Analytics 214

Analytics Infrastructure Efficiency Technology 214

Dynatrace

JULY 25, 2022

The DevOps playbook has proven its value for many organizations by improving software development agility, efficiency, and speed. This method known as GitOps would also boost the speed and efficiency of practicing DevOps organizations. The fluidity of this process is possible through automation tools compatible with Kubernetes.

DevOps 238

DevOps Infrastructure Speed Cloud 238

Dynatrace

JANUARY 18, 2023

However, getting reliable answers from observability data so teams can automate more processes to ensure speed, quality, and reliability can be challenging. SRE applies software engineering principles to operations and infrastructure processes. Unpacking the purpose and importance of an IT cultural revolution – blog.

DevOps 211

DevOps Best Practices Innovation Strategy 211

The Netflix TechBlog

NOVEMBER 17, 2022

In this tech blog, we describe how we improved Netflix video quality with neural networks, the challenges we faced and what lies ahead. A distinct, NN-based, video processing block can evolve independently, be used beyond video downscaling and be combined with different codecs. How do we apply neural networks at scale efficiently?

Network 302

Network Media Innovation Efficiency 302

Dynatrace

FEBRUARY 28, 2024

In the previous blog post of this series , we discussed the crucial role of Dynatrace as an orchestrator that steps in to stop the testing phase in case of any errors. In this blog post of the series, we will explore the use of Site Reliability Guardian (SRG) in more detail.

DevOps 216

DevOps Metrics Engineering Analytics 216

Dynatrace

APRIL 10, 2020

In my last blog I covered how our Engineering Productivity (EP) and Infrastructure & Services (IAS) Teams are ensuring that our DevOps tool chain is running as expected, even while workloads have shifted as our global engineering teams are now working from home. Dynatrace news.

Java 259

Java Performance DevOps Engineering 259