Dynatrace

JANUARY 31, 2024

With siloed data sources, heterogeneous data types—including metrics, traces, logs, user behavior, business events, vulnerabilities, threats, lifecycle events, and more—and increasing tool sprawl, it’s next to impossible to offer users real-time access to data in a unified, contextualized view. Understanding the context.

Analytics 198

Analytics Processing Transportation Storage 198

Dynatrace

OCTOBER 4, 2022

Several pain points have made it difficult for organizations to manage their data efficiently and create actual value. This approach is cumbersome and challenging to operate efficiently at scale. Teams have introduced workarounds to reduce storage costs. Limited data availability constrains value creation.

Analytics 240

Analytics Artificial Intelligence Storage Serverless 240

The Netflix TechBlog

MARCH 6, 2019

Mounting object storage in Netflix’s media processing platform By Barak Alon (on behalf of Netflix’s Media Cloud Engineering team) MezzFS (short for “Mezzanine File System”) is a tool we’ve developed at Netflix that mounts cloud objects as local files via FUSE. Our object storage service splits objects into many parts and stores them in S3.

Media 214

Media Storage Processing Cache 214

Dynatrace

JUNE 6, 2023

Adopting this powerful tool can provide strategic technological benefits to organizations — specifically DevOps teams. This ease of deployment has led to mass adoption, with nearly 80% of organizations now using container technology for applications in production, according to the CNCF 2022 Annual Survey. Automated scaling.

Open Source 198

Open Source Storage Analytics Innovation 198

Dynatrace

OCTOBER 4, 2022

These technologies are poorly suited to address the needs of modern enterprises—getting real value from data beyond isolated metrics. This architecture offers rich data management and analytics features (taken from the data warehouse model) on top of low-cost cloud storage systems (which are used by data lakes).

Artificial Intelligence 272

Artificial Intelligence Analytics Storage Architecture 272

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.

AWS 214

AWS Artificial Intelligence Analytics Cloud 214

Scalegrid

DECEMBER 21, 2023

Buckle up as we delve into the world of Redis® monitoring, exploring the most important Redis® metrics, discussing essential tools, and even peering into the future of Redis® performance management. Identifying key Redis® metrics such as latency, CPU usage, and memory metrics is crucial for effective Redis monitoring.

Strategy 130

Strategy Monitoring Latency DevOps 130

Dynatrace

OCTOBER 17, 2023

This data overload also prevents customer-centric pricing models as users consider cost-effective technology platforms. Dynatrace has developed the purpose-built data lakehouse, Grail , eliminating the need for separate management of indexes and storage. The majority of costs are associated with data querying.

Retail 242

Retail Storage Best Practices Architecture 242

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 252

AWS Efficiency Azure Cloud 252

Dynatrace

OCTOBER 4, 2022

As a result, organizations need software to work perfectly to create customer experiences, deliver innovation, and generate operational efficiency. The only way to address these challenges is through observability data — logs, metrics, and traces. Your key business objectives will drive your strategy and metrics.

Analytics 196

Analytics Software Software Storage 196

Dynatrace

SEPTEMBER 8, 2023

In part 2, we’ll show you how to retrieve business data from a database, analyze that data using dashboards and ad hoc queries, and then use a Davis analyzer to predict metric behavior and detect behavioral anomalies. Dynatrace users typically use extensions to pull technical monitoring data, such as device metrics, into Dynatrace.

Database 274

Database Artificial Intelligence Metrics Monitoring 274

Dynatrace

SEPTEMBER 5, 2023

Technology and operations teams work to ensure that applications and digital systems work seamlessly and securely. This enables efficient resource allocation, avoiding unnecessary expenses and ensuring optimal performance. They see improved efficiency, reduced risks of security breaches, and better compliance with industry regulations.

Artificial Intelligence 267

Artificial Intelligence DevOps Analytics Engineering 267

Dynatrace

DECEMBER 16, 2022

Today, organizations face unprecedented challenges, including COVID-19 recovery, economic uncertainty, and technological disruption. As organizations continue to operate in the cloud, open technologies become critical. Legacy technologies involve dependencies, customization, and governance that hamper innovation and create inertia.

Innovation 202

Innovation Software Software Cloud 202

Dynatrace

FEBRUARY 16, 2023

The short answer: The three pillars of observability—logs, metrics, and traces—converging on a data lakehouse. Grail combines the big-data storage of a data warehouse with the analytical flexibility of a data lake. Simply put, metrics are the counts and measures that are often calculated or aggregated over time.

Analytics 191

Analytics Innovation Metrics Database 191

Dynatrace

FEBRUARY 12, 2024

In fact, according to recent Dynatrace research, 85% of technology leaders say the number of tools, platforms, dashboards, and applications they use adds to the complexity of managing a multicloud environment. Grail handles data storage, data management, and processes data at massive speed, scale, and cost efficiency,” Singh said.

Analytics 186

Analytics Artificial Intelligence Engineering Storage 186

Dynatrace

APRIL 26, 2022

Fast, consistent application delivery creates a positive user experience that can ultimately drive customer loyalty and improve business metrics like conversion rate and user retention. DEM can give organizations business observability—insight into the effects of user experience on the bottom line. What is digital experience monitoring?

Monitoring 209

Monitoring Social Media IoT Metrics 209

Dynatrace

JANUARY 11, 2023

In the process, they’re adopting more tools and technologies. These technologies generate a crush of observability data. Teams derive business metrics from many sources. High storage costs. This combination offers rich data management and analytics on top of low-cost cloud storage. Search constraints.

Analytics 194

Analytics Strategy Storage Technology 194

Dynatrace

NOVEMBER 4, 2022

This shift makes it harder to monitor, observe, and analyze data across a distributed technology stack. . But these new technologies are becoming increasingly complex to manage, as CIOs in the sector confirm that a single application transaction crosses 41 different technologies. .

Government 147

Government Analytics Cloud Storage 147

Dynatrace

SEPTEMBER 7, 2022

With Amazon Web Services, the main sources from which to ingest logs—Simple Storage Service, or S3, and CloudWatch —come with an additional cost. automating ingestion of logs, metrics, and traces and continuous dependency mapping with precise context across hybrid and multicloud environments.

Traffic 221

Traffic AWS Network Cloud 221

The Netflix TechBlog

NOVEMBER 6, 2023

This additional adaptation step improves performance by 15–25% on video retrieval tasks (given a text prompt), depending on the starting model used and metric evaluated. This approach ensures that the GPUs are efficiently utilized during inference, thereby increasing the overall throughput and cost-efficiency of our system.

Media 225

Media Social Media Tuning Efficiency 225

Scalegrid

MARCH 14, 2024

In practice, a hybrid cloud operates by melding resources and services from multiple computing environments, which necessitates effective coordination, orchestration, and integration to work efficiently. Tailoring resource allocation efficiently ensures faster application performance in alignment with organizational demands.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Dynatrace

AUGUST 21, 2023

They need to automate manual tasks, streamline processes, and invest in new technologies. By doing so, they can improve efficiency, reduce costs, and deliver better customer experiences. Cloud-based log management technologies reduce total cost of ownership. This helps organizations to stay ahead of the competition.

Analytics 147

Analytics Innovation Infrastructure Scalability 147

The Netflix TechBlog

NOVEMBER 29, 2023

Details pertaining to HDR-VMAF exceed the scope of this article and will be covered in a future blog post; for now, suffice it to say that the first version of HDR-VMAF landed internally in 2021 and we have been improving the metric ever since. The arrival of HDR-VMAF allowed us to create HDR streams with DO applied, i.e., HDR-DO encodes.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

DECEMBER 15, 2022

As more organizations adopt cloud-native technologies, traditional approaches to IT operations have been evolving. We’ll discuss how the responsibilities of ITOps teams changed with the rise of cloud technologies and agile development methodologies. So, what is ITOps? What is ITOps? Why is IT operations important?

Artificial Intelligence 208

Artificial Intelligence DevOps Hardware Virtualization 208

Dynatrace

NOVEMBER 29, 2021

But OpenShift provides comprehensive multi-tenancy features, advanced security and monitoring, integrated storage, and CI/CD pipeline management right out of the box. is built on the most popular Linux container technology, Docker. Access a wide ecosystem of partners with open-source and cloud-native technologies. The result?

Monitoring 147

Monitoring DevOps Infrastructure Metrics 147

Dynatrace

FEBRUARY 15, 2023

Additionally, its modern architecture delivers cost-effective storage and compute. As a result, teams benefit from low-cost cloud storage that provides access to all data and doesn’t require data rehydration.

Analytics 130

Analytics Storage Cloud Code 130

Dynatrace

NOVEMBER 15, 2021

Log monitoring, log analysis, and log analytics are more important than ever as organizations adopt more cloud-native technologies, containers, and microservices-based architectures. Log analytics also help identify ways to make infrastructure environments more predictable, efficient, and resilient. Dynatrace news. More automation.

Analytics 214

Analytics Monitoring Artificial Intelligence DevOps 214

Dynatrace

FEBRUARY 15, 2023

As organizations adopt more cloud-based technologies, the increased volume and variety of data from these ecosystems drive complexity. But making decisions about which data to store in easily accessible hot storage upfront requires IT pros to know which questions they want to ask ahead of time and ensure that data is indexed.

Analytics 130

Analytics Storage Cloud DevOps 130

Tasktop

MARCH 16, 2021

Which got me thinking, what if we could send our own DIY kit for our Flow Metrics tool— Tasktop Viz —to our Fortune 500 customers across major industries such as automotive, manufacturing, healthcare and finance? . Typically, you will require a: Product Manager: Manages the build and maintenance of the value stream metrics product.

Metrics 52

Metrics Healthcare Automotive Innovation 52

Adrian Cockcroft

NOVEMBER 26, 2023

Peter deSantis does a Monday evening technology keynote that usually has most of the sustainability related content in it. SUS101: Sustainability innovation in AWS Global Infrastructure AWS is determined to make the cloud the cleanest and most energy-efficient way to run customers’ infrastructure and business.

AWS 52

AWS Energy IoT Best Practices 52

The Netflix TechBlog

NOVEMBER 2, 2021

In particular, the VMAF metric lies at the core of improving the Netflix member’s streaming video quality. The request provides the source and the derivative whose quality is to be computed and requests that the VQS provides quality scores using VMAF, PSNR and SSIM as quality metrics. Assembly for two of the metrics (e.g.

Media 171

Media Innovation Metrics Latency 171

The Netflix TechBlog

AUGUST 28, 2020

As for HDR, our team is currently developing an HDR extension to VMAF, Netflix’s video quality metric , which will then be used to optimize the HDR streams. ¹ Mbps, is for a 4K animation title episode which can be very efficiently encoded. The optimized ladder entails a smaller storage footprint compared to the fixed-bitrate ladder.

Network 330

Network Storage Innovation Mobile 330

The Netflix TechBlog

SEPTEMBER 2, 2020

Edgar helps Netflix teams troubleshoot distributed systems efficiently with the help of a summarized presentation of request tracing, logs, analysis, and metadata. Tracing as a foundation Logs, metrics, and traces are the three pillars of observability. As you can imagine, this comes with very real storage costs. What is Edgar?

Latency 296

Latency Transportation Engineering Traffic 296

CSS - Tricks

SEPTEMBER 21, 2020

I can guess that maps pretty well to other platforms and other performance metrics. There has got to be a balance between the propagation and duplicative storage as far as the savings that would be realized by the efficiency of saving requests. Gerry was asking me about particular technologies though. Imagine images.

Website 97

Website Energy Storage Efficiency 97

Tasktop

MARCH 16, 2021

Which got me thinking, what if we could send our own DIY kit for our Flow Metrics tool— Tasktop Viz —to our Fortune 500 customers across major industries such as automotive, manufacturing, healthcare and finance? . Typically, you will require a: Product Manager: Manages the build and maintenance of the value stream metrics product.

Metrics 40

Metrics Healthcare Automotive Innovation 40

Tasktop

MAY 17, 2021

At the heart of their business planning, leadership is harnessing OKRs (objectives and key results) to translate urgent corporate objectives into meaningful goals for their business and technology teams. Only use business and financial metrics as key results . Only use team and proxy metrics as key results.

DevOps 59

DevOps Metrics Innovation Storage 59

Dynatrace

SEPTEMBER 25, 2019

Citrix is a sophisticated, efficient, and highly scalable application delivery platform that is itself comprised of anywhere from hundreds to thousands of servers. Dynatrace automation and AI-powered monitoring of your entire IT landscape help you to engage your Citrix management tools where they are most efficient. Dynatrace news.

Latency 118

Latency Performance Virtualization Infrastructure 118