Scalegrid

JANUARY 8, 2024

Key Takeaways AI integration in cloud computing increases operational efficiency by automating processes, optimizing resource allocation, and improving scalability, leading to cost savings and allowing IT teams to concentrate on strategic initiatives. Discover how AI is reshaping the cloud and what this means for the future of technology.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

Scalegrid

MARCH 14, 2024

This approach allows companies to combine the security and control of private clouds with public clouds’ scalability and innovation potential. Defining Hybrid Cloud Strategy The decision-making process about where to situate data and applications is vital to any hybrid cloud solution.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Dynatrace

NOVEMBER 17, 2023

In the first blog post of this series , we explored how the Dynatrace ® observability and security platform boosts the reliability of Site Reliability Engineers (SRE) CI/CD pipelines and enhances their ability to focus on innovation. Infrastructure layer (Kubernetes Cluster, GCP, Standalone server, etc.)

Innovation 228

Innovation Architecture Code Processing 228

Dynatrace

MARCH 18, 2024

In a Dynatrace Perform 2024 session, Kristof Renders, director of innovation services, discussed how a stronger FinOps strategy coupled with observability can make a significant difference in helping teams to keep spiraling infrastructure costs under control and manage cloud spending. Suboptimal architecture design.

Best Practices 238

Best Practices Strategy Cloud AWS 238

Dynatrace

NOVEMBER 6, 2023

Dynatrace recently announced the availability of its latest core innovations for customers running the Dynatrace® platform on Microsoft Azure, including Grail. These dynamics orchestrate a multifaceted overhaul of the business terrain, including processes and operations, and require teams to explore new approaches.

Azure 184

Azure Analytics Artificial Intelligence Innovation 184

Dynatrace

JANUARY 31, 2024

The RAG process begins by summarizing and converting user prompts into queries that are sent to a search platform that uses semantic similarities to find relevant data in vector databases, semantic caches, or other online data sources. RAG augments user prompts with relevant data retrieved from outside the LLM.

Cache 209

Cache Azure Infrastructure Monitoring 209

The Netflix TechBlog

MARCH 7, 2019

To unlock these innovations we are making a strategic choice that our focus should be geared towards developing the surrounding infrastructure so that scientists’ work can be easily absorbed into the wider Netflix Experimentation Platform. Graduation We need a process for graduating new research into the experimentation platform.

Engineering 174

Engineering Design Innovation Java 174

Dynatrace

NOVEMBER 7, 2023

The development of internal platform teams has taken off in the last three years, primarily in response to the challenges inherent in scaling modern, containerized IT infrastructures. The ability to effectively manage multi-cluster infrastructure is critical to consistent and scalable service delivery.

Engineering 279

Engineering DevOps Best Practices Infrastructure 279

Dynatrace

NOVEMBER 20, 2023

Effectively automating IT processes is key to addressing the challenges of  complex cloud environments. Relying on manual processes results in outages, increased costs, and frustrated customers. IT operations teams need ways to monitor infrastructure, even if it’s not within their data centers and under their direct management.

AWS 214

AWS Artificial Intelligence Analytics Cloud 214

Dynatrace

APRIL 19, 2021

In the Magic Quadrant report, Gartner defines APM as, “software that enables the observation of application behavior and its infrastructure dependencies, users, and business key performance indicators (KPIs) throughout the application’s life cycle.” We anticipated the industry’s move to dynamic multicloud environments and DevOps processes.

DevOps 266

DevOps Innovation Speed Infrastructure 266

Dynatrace

MARCH 13, 2024

The directive mandates operators of critical infrastructure and essential services to implement appropriate security measures and promptly report any incidents to the relevant authorities and affected parties. It’s important to ensure your organization has thoroughly reviewed its risk management process and is well aware of the requirements.

Best Practices 233

Best Practices Education Strategy Analytics 233

Dynatrace

OCTOBER 25, 2022

The need for developers and innovation is now even greater. Organizations would still need a skeletal staff that can focus on innovation and oversee exception-based operations. NoOps is a concept in software development that seeks to automate processes and eliminate the need for an extensive IT operations team. What is NoOps?

DevOps 222

DevOps Big Data Cloud Innovation 222

Dynatrace

OCTOBER 30, 2023

Gartner® predicts that by 2026, 40% of log telemetry will be processed through a telemetry pipeline product, up from less than 10% in 2022.* Thus, organizations face the critical problem of designing and implementing effective solutions to manage this growing data deluge and its associated implications.

Best Practices 249

Best Practices Analytics Artificial Intelligence Infrastructure 249

Dynatrace

OCTOBER 1, 2021

In these modern environments, every hardware, software, and cloud infrastructure component and every container, open-source tool, and microservice generates records of every activity. An advanced observability solution can also be used to automate more processes, increasing efficiency and innovation among Ops and Apps teams.

Metrics 363

Metrics Open Source Monitoring Infrastructure 363

Dynatrace

DECEMBER 8, 2022

State, local, and educational institutions strive to take advantage of the power and flexibility of innovations such as cloud services. Therefore, many lack training and familiarity with newer tools designed for cloud-based technologies. StateRAMP introduces consistency to consolidate and streamline this process.

Education 206

Education Government Innovation Cloud 206

Dynatrace

JULY 11, 2023

By leveraging the Dynatrace Operator and Dynatrace capabilities on Red Hat OpenShift on IBM Power, customers can accelerate their modernization to hybrid cloud and increase operational efficiencies with greater visibility across the full stack from hardware through application processes.

Architecture 174

Architecture Availability Infrastructure Monitoring 174

Scalegrid

MARCH 22, 2024

Key Takeaways Multi-cloud strategies have become increasingly popular due to the need for flexibility, innovation, and the avoidance of vendor lock-in. Yet it reveals a migration trajectory favoring multi-cloud models as companies wake up to advantages such as heightened innovation potential tied with these varied service structures.

Strategy 130

Strategy Cloud Government Innovation 130

Dynatrace

SEPTEMBER 22, 2021

What was once a straightforward process in the days of monolithic applications is now considerably more complex. Organizations often start their APM journey by implementing APM tools which are typically designed to look at one specific aspect of application performance. What’s the difference between APM tools and an APM platform?

Innovation 210

Innovation Open Source Monitoring Infrastructure 210

High Scalability

DECEMBER 16, 2022

Cloud computing is a model of computing that delivers computing services over the internet, including storage, data processing, and networking. It allows users to access and use shared computing resources, such as servers, storage, and applications, on demand and without the need to manage the underlying infrastructure. Can you expand?

Cloud 201

Cloud Serverless Internet Internet 201

Dynatrace

APRIL 10, 2023

According to the Dynatrace “2022 Global CIO Report,” 79% of large organizations use multicloud infrastructure. Moreover, organizations have to balance maintaining security, retaining cloud management expertise, and managing infrastructure performance. Rural lifestyle retail giant Tractor Supply Co.

Cloud 176

Cloud Ecommerce Performance Retail 176

Dynatrace

JANUARY 23, 2024

Platform engineering improves developer productivity by providing self-service capabilities with automated infrastructure operations. 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.

Performance 191

Performance DevOps Innovation Artificial Intelligence 191

Dynatrace

JUNE 6, 2023

This complexity has surfaced seven top Kubernetes challenges that strain engineering teams and ultimately slow the pace of innovation. Container orchestration platforms automate daily operations for processes such as the re-creation of failed containers and rolling deployments. Therefore, they are built to be non-persistent by design.

Open Source 198

Open Source Storage Analytics Innovation 198

Dynatrace

SEPTEMBER 22, 2022

Automating tasks throughout the SDLC helps software development and operations teams collaborate while continuously improving how they design, build, test, deploy, release, and monitor software applications. Automation across the SDLC breaks down isolated, company-wide silos and reduces time-intensive, manual CI/CD processes.

DevOps 193

DevOps Innovation Speed Monitoring 193

Dynatrace

JUNE 14, 2023

While last year was deemed “The Year of Innovation” for launching Grail , our causal data lakehouse with massively parallel processing (MPP), along with AppEngine , AutomationEngine , Notebooks , and more, 2023 is about extending these innovations to more customers through our partners. Just a few of these are outlined below.

Programming 185

Programming Analytics Innovation Best Practices 185

Dynatrace

OCTOBER 4, 2022

As a result, organizations need software to work perfectly to create customer experiences, deliver innovation, and generate operational efficiency. However, cloud infrastructure has become increasingly complex. However, cloud infrastructure has become increasingly complex. Much of the software developed today is cloud native.

Analytics 196

Analytics Software Software Storage 196

The Netflix TechBlog

FEBRUARY 13, 2023

Our goal in building a media-focused ML infrastructure is to reduce the time from ideation to productization for our media ML practitioners. We accomplish this by paving the path to: Accessing and processing media data (e.g. We accomplish this by paving the path to: Accessing and processing media data (e.g.

Media 290

Media Storage Infrastructure Systems 290

The Netflix TechBlog

NOVEMBER 17, 2022

A distinct, NN-based, video processing block can evolve independently, be used beyond video downscaling and be combined with different codecs. Our approach to NN-based video downscaling The deep downscaler is a neural network architecture designed to improve the end-to-end video quality by learning a higher-quality video downscaler.

Network 292

Network Media Innovation Efficiency 292

The Netflix TechBlog

FEBRUARY 1, 2022

You apply for multiple roles at the same company and proceed through the interview process with each hiring team separately, despite the fact that there is tremendous overlap in the roles. Interviewing can be a daunting endeavor and how companies, and teams, approach the process varies greatly.

Engineering 199

Engineering Games Entertainment Innovation 199

Strategic Tech

JULY 21, 2020

Before jumping into either of those scenarios, have a look at what Strategic Domain-Driven Design can offer you. High-level Process Sections Conceptually, there are three major sections to a modernisation process. This means a software architecture should be purposely designed for the most favourable business consequences.

Architecture 98

Architecture Design Software Architecture Strategy 98

The Netflix TechBlog

JANUARY 25, 2022

The secret sauce that turns the raw ingredients of experimentation into supercharged product innovation is culture. As discussed in Part 6 , there are experimentation and causal inference focussed data scientists who collaborate with product innovation teams across Netflix. But without a little magic, these basics are still not enough.

Education 238

Education Innovation Testing Programming 238

Dynatrace

JANUARY 31, 2024

The rise of data observability in DevOps Data forms the foundation of decision-making processes in companies across the globe. Data is the foundation upon which strategies are built, directions are chosen, and innovations are pursued. Use of Dynatrace Notebook to track when a flight status table was last updated.

DevOps 198

DevOps Analytics Airlines Metrics 198

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 274

DevOps Best Practices Open Source Tuning 274

Dynatrace

JANUARY 18, 2023

As organizations accelerate innovation to keep pace with digital transformation, DevOps observability is becoming a critical key to success for DevOps and DevSecOps teams. However, getting reliable answers from observability data so teams can automate more processes to ensure speed, quality, and reliability can be challenging.

DevOps 203

DevOps Best Practices Innovation Strategy 203

Dynatrace

MAY 8, 2023

Digitizing internal processes can improve information flow and enhance collaboration among employees. However, digital transformation requires significant investment in technology infrastructure and processes. This keeps teams from falling into old habits and enables them to continually innovate and expand.

Strategy 180

Strategy Retail DevOps Education 180

Dynatrace

APRIL 19, 2021

In the Magic Quadrant report, Gartner defines APM as, “software that enables the observation of application behavior and its infrastructure dependencies, users, and business key performance indicators (KPIs) throughout the application’s life cycle.” We anticipated the industry’s move to dynamic multicloud environments and DevOps processes.

DevOps 162

DevOps Innovation Speed Infrastructure 162

Dynatrace

MARCH 20, 2024

With the pace of digital transformation continuing to accelerate, organizations are realizing the growing imperative to have a robust application security monitoring process in place. Incident detection and response In the event of a security incident, there is a well-defined incident response process to investigate and mitigate the issue.

Monitoring 217

Monitoring Analytics Traffic Best Practices 217