Dynatrace

FEBRUARY 1, 2024

Multicloud strategy: Balancing potential with complexity in modern IT ecosystems In the ever-changing digital world, cloud technologies are crucial in driving business innovation and adaptability. While cloud deployments offer benefits, they also pose management challenges—especially in multicloud strategies that use various cloud providers.

Cloud 201

Cloud Strategy Metrics Government 201

Dynatrace

SEPTEMBER 21, 2023

As global warming advances, growing IT carbon footprints are pushing energy-efficient computing to the top of many organizations’ priority lists. Energy efficiency is a key reason why organizations are migrating workloads from energy-intensive on-premises environments to more efficient cloud platforms.

Energy 230

Energy Cloud Airlines Strategy 230

Dynatrace

OCTOBER 1, 2021

In IT and cloud computing, observability is the ability to measure a system’s current state based on the data it generates, such as logs, metrics, and traces. An advanced observability solution can also be used to automate more processes, increasing efficiency and innovation among Ops and Apps teams. What is observability?

Metrics 363

Metrics Open Source Monitoring Infrastructure 363

DZone

JUNE 15, 2023

In order to gain insight into these problems, we gather a range of metrics and logs to monitor the utilization of system resources such as CPU, memory, and application-specific latencies. It is worth noting that this data collection process does not impact the performance of the application.

Latency 246

Latency Storage Strategy Metrics 246

Dynatrace

MARCH 29, 2024

As a result, organizations are turning to AI to automate tasks—from code development to incident response—to reduce manual effort and human error, and to boost workforce efficiency. Source: Enterprise Strategy Group, a division of TechTarget, Inc. At the same time, challenges remain as organizations aim to become more automated.

Artificial Intelligence 179

Artificial Intelligence DevOps Strategy Open Source 179

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 243

AWS Efficiency Azure Cloud 243

Dynatrace

JANUARY 11, 2023

Teams derive business metrics from many sources. Although these tools can provide reporting, analysis, and interactive data visualization, they analyze data asynchronously, not in real time. This efficiency gives teams immediate, actionable insights and drives automation. But getting the value out of the data is not easy.

Analytics 185

Analytics Strategy Storage Technology 185

Dynatrace

JANUARY 31, 2024

Bringing together metrics, logs, traces, problem analytics, and root-cause information in dashboards and notebooks, Dynatrace offers an end-to-end unified operational view of cloud applications. Organizations benefit from detailed workflow analysis, resource allocation insights, and execution insights, end to end from prompt to response.

Cache 201

Cache Azure Infrastructure Monitoring 201

Dynatrace

NOVEMBER 12, 2020

Recently, we simplified StatsD, Telegraf, and Prometheus observability by allowing you to capture and analyze all your custom metrics. Gain fine-grained access control for Prometheus, StatsD, and Telegraf metrics. To achieve this, you can now grant access to any single metric within a Dynatrace management zone.

Metrics 196

Metrics Retail Monitoring Analytics 196

Dynatrace

SEPTEMBER 5, 2023

Predictive AI uses machine learning, data analysis, statistical models, and AI methods to predict anomalies, identify patterns, and create forecasts. This enables efficient resource allocation, avoiding unnecessary expenses and ensuring optimal performance. Proactive resource allocation. Capacity planning. Continuous improvement.

Artificial Intelligence 260

Artificial Intelligence DevOps Analytics Engineering 260

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. However, AIOps makes it possible to automate key tasks, such as error detection, alert analysis, and event reporting. For example: Greater IT staff efficiency.

Artificial Intelligence 282

Artificial Intelligence Cloud Innovation Strategy 282

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 206

AWS Artificial Intelligence Analytics Cloud 206

Dynatrace

AUGUST 29, 2022

Observability requires complete access to metrics, traces, and logs. Having siloed systems that only provide visibility into one or two of these sources won’t result in an effective observability strategy. OpenTelemetry is an open source standard for gathering observability signals, including metrics, traces, and logs.

Strategy 227

Strategy Open Source Metrics Cloud 227

Dynatrace

NOVEMBER 1, 2022

DevOps and ITOps teams rely on incident management metrics such as mean time to repair (MTTR). These metrics help to keep a network system up and running?, Other such metrics include uptime, downtime, number of incidents, time between incidents, and time to respond to and resolve an issue. So, what is MTTR?

DevOps 204

DevOps Artificial Intelligence Metrics Network 204

Dynatrace

OCTOBER 30, 2023

The resulting vast increase in data volume highlights the need for more efficient data handling solutions. Moreover, by applying causal AI and topological mapping , a unified observability platform includes all the necessary data in context, making troubleshooting significantly more efficient and effective. Set up processing rules.

Best Practices 239

Best Practices Analytics Artificial Intelligence Infrastructure 239

Dynatrace

OCTOBER 4, 2023

Companies that exploit these technologies can discover risks early, remediate problems, and to innovate and operate more efficiently are likely to achieve competitive advantage. To bounce forward, organizations need a strategy to build business resilience. This strategy involves people, process, and technology.

Artificial Intelligence 173

Artificial Intelligence Innovation Strategy Efficiency 173

Dynatrace

JANUARY 11, 2023

Cloud monitoring tools unify data from applications and dependent resources across distributed channels to achieve the following: better detect anomalies; perform root-cause analysis; and. These next-generation cloud monitoring tools present reports — including metrics, performance, and incident detection — visually via dashboards.

Cloud 220

Cloud Monitoring Best Practices Infrastructure 220

Dynatrace

FEBRUARY 12, 2024

Grail handles data storage, data management, and processes data at massive speed, scale, and cost efficiency,” Singh said. The importance of hypermodal AI to unified observability Artificial intelligence is a critical aspect of a unified observability strategy. A visual representation of what Davis uses for its own analysis.

Analytics 178

Analytics Artificial Intelligence Engineering Storage 178

Dynatrace

OCTOBER 17, 2022

Artificial intelligence for IT operations, or AIOps, combines big data and machine learning to provide actionable insight for IT teams to shape and automate their operational strategy. This second solution picks up at data collection, aggregation, and analysis, preparing it for execution. The deviating metric is response time.

DevOps 192

DevOps Artificial Intelligence Healthcare Innovation 192

The Netflix TechBlog

OCTOBER 7, 2021

Deployment Strategies We are all familiar with the advantages of releasing frequently and in smaller chunks. Depending on the type of client, we need to determine the right strategy to sample consumer devices, and provide a system that can enable various client engineering teams to look for their signals.

Metrics 197

Metrics Mobile Testing Strategy 197

Dynatrace

MAY 1, 2023

In addition to improved IT operational efficiency at a lower cost, ITOA also enhances digital experience monitoring for increased customer engagement and satisfaction. Here are the six steps of a typical ITOA process : Define the data infrastructure strategy. Define core metrics. Clean data and optimize quality.

Analytics 184

Analytics Artificial Intelligence Big Data Open Source 184

Dynatrace

APRIL 13, 2023

As organizations adopt more cloud-native technologies, observability data—telemetry from applications and infrastructure, including logs, metrics, and traces—and security data are converging. Forensics is crucial for incident response and post-incident analysis. Incomplete. Skills and expertise. Were there attack attempts?

Analytics 182

Analytics Java Infrastructure Cloud 182

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 187

Analytics Software Software Storage 187

The Netflix TechBlog

NOVEMBER 9, 2021

by Liwei Guo , Ashwin Kumar Gopi Valliammal , Raymond Tam , Chris Pham , Agata Opalach , Weibo Ni AV1 is the first high-efficiency video codec format with a royalty-free license from Alliance of Open Media (AOMedia), made possible by wide-ranging industry commitment of expertise and resources.

Media 246

Media Open Source Efficiency Software Engineering 246

The Netflix TechBlog

NOVEMBER 11, 2022

Data analysis and machine learning techniques are great candidates to help secure large-scale streaming platforms. We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them.

C++ 312

C++ Metrics Tuning Strategy 312

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

Dynatrace

DECEMBER 15, 2022

ITOps teams use more technical IT incident metrics, such as mean time to repair, mean time to acknowledge, mean time between failures, mean time to detect, and mean time to failure, to ensure long-term network stability. Adding application security to development and operations workflows increases efficiency.

Artificial Intelligence 198

Artificial Intelligence DevOps Hardware Virtualization 198

Dynatrace

AUGUST 29, 2022

Observability requires complete access to metrics, traces, and logs. Having siloed systems that only provide visibility into one or two of these sources won’t result in an effective observability strategy. OpenTelemetry is an open source standard for gathering observability signals, including metrics, traces, and logs.

Strategy 130

Strategy Open Source Metrics Cloud 130

Dynatrace

AUGUST 21, 2023

By doing so, they can improve efficiency, reduce costs, and deliver better customer experiences. Additionally, a unified log management solution can help to automate many of the tasks associated with log management, such as correlation and analysis.

Analytics 144

Analytics Innovation Infrastructure Scalability 144

Dynatrace

MAY 4, 2022

To address these challenges, organizations are adopting cloud-first strategies and cloud-native application development practices. As part of its Distributed Cloud research series , the Enterprise Strategy Group (ESG) surveyed 387 North American IT professionals responsible for managing application infrastructure.

Cloud 179

Cloud DevOps Strategy Monitoring 179

The Netflix TechBlog

AUGUST 10, 2020

and thus fall back to less efficient encode families. Since then, we have applied innovations such as shot-based encoding and newer codecs to deploy more efficient encode families. These are summarized below: Instead of relying on other objective metrics, such as PSNR†, VMAF is employed to guide optimization decisions.

Innovation 239

Innovation Traffic Network Efficiency 239

Dynatrace

MAY 26, 2021

To improve their alerting system, the team decided to move to SLO/SLI-based alerting, which require deeper knowledge of the application but are more helpful than generalized metric alerts. Jonah Kowall, CTO of Logz.io, also gave a talk on the topic of “Managing applications SLAs using Traces and Metrics”. We second that.

AWS 208

AWS Strategy Storage Metrics 208

Dynatrace

FEBRUARY 16, 2023

ESG embodies a set of criteria that guides an organization’s strategy, measures the organization’s impact, and informs potential investors across these three pillars. The app translates utilization metrics, including CPU, memory, disk, and network I/O, into their CO2 equivalent (CO2e). Balancing act or tipping point?

Energy 182

Energy Airlines Analytics Transportation 182

Dynatrace

NOVEMBER 2, 2020

If you don’t have insight into the software and services that operate your business, you can’t efficiently run your business. Simply put, infrastructure monitoring is the oxygen to your infrastructure, collecting all the data for a complete picture of availability, performance, and resource efficiency. Let’s look at the world today.

Infrastructure 196

Infrastructure Monitoring Virtualization Serverless 196

Dynatrace

APRIL 1, 2021

Keeping track of performance, response time, and efficiency can be cumbersome, especially when teams use a multicloud strategy that spans cloud environments and on-premises systems. It includes metrics, dashboards, alerts, events, logs, and cross-environment traces. Teams need more than just performance metrics,” says Franczak.

Azure 170

Azure AWS DevOps Cloud 170

Dynatrace

JUNE 28, 2021

Infrastructure monitoring is the process of collecting critical data about your IT environment, including information about availability, performance and resource efficiency. ” Here, collecting metrics and monitoring performance help evaluate the efficacy of services rather than simply identifying their state. Dynatrace news.

Infrastructure 176

Infrastructure Monitoring Artificial Intelligence Open Source 176

Dynatrace

OCTOBER 28, 2022

The concept of digital transformation can be defined as the use of digital technology to make business operations and processes more efficient and to improve customer experience. BT has modernized with AIOps at the center of its digital transformation strategy. AIOps and digital transformation are at the forefront for BT.

Cloud 197

Cloud Strategy Technology Technology 197