Dynatrace

MARCH 15, 2024

Getting insights into the health and disruptions of your networking or infrastructure is fundamental to enterprise observability. Even for a supported component, delivering logs from applications and infrastructure to DevSecBizOps workflows requires significant manual configuration. Take a look at this example for configuration.

Open Source 209

Open Source Infrastructure Network Government 209

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. Media Feature Storage: Amber Storage Media feature computation tends to be expensive and time-consuming. We accomplish this by paving the path to: Accessing and processing media data (e.g.

Media 290

Media Storage Infrastructure Systems 290

Dynatrace

MAY 6, 2024

Example implementation scenario #1 The diagram below illustrates configuration-event-based remediation with Dynatrace and Red Hat Ansible Automation Controller for a failing canary release. Within Red Hat Ansible Automation Controller, the corresponding job template remediates the problem: in this example, the canary weighting is reset.

DevOps 292

DevOps Software Engineering Games Java 292

IO River

NOVEMBER 2, 2023

Common Infrastructure ExpensesYour first step in optimizing CDN expenses isn’t to look for the best-priced solution but to remember that a cheaper price isn’t always the best deal. For example, if you’re deploying the infrastructure for an e-commerce website, security becomes a fundamental requirement.

Infrastructure 52

Infrastructure Traffic Cache Strategy 52

Dynatrace

APRIL 28, 2023

Customers must comply with internal and external policies and regulations that might demand them to keep specific data stored for a minimum period of time (for example, audit logs). For example, suppose data has to be retained for a longer period because of legal or business reasons.

Analytics 222

Analytics Storage Infrastructure Metrics 222

Dynatrace

JANUARY 11, 2023

With more organizations taking the multicloud plunge, monitoring cloud infrastructure is critical to ensure all components of the cloud computing stack are available, high-performing, and secure. Cloud monitoring is a set of solutions and practices used to observe, measure, analyze, and manage the health of cloud-based IT infrastructure.

Cloud 230

Cloud Monitoring Best Practices Infrastructure 230

Dynatrace

OCTOBER 30, 2023

Finally, this complexity puts additional burden on developers who must focus on not only building more complex applications, but also managing the underlying infrastructure. Often, organizations choose to reduce costs by running their infrastructure on reserved instances.

Engineering 252

Engineering DevOps Innovation Storage 252

Dynatrace

JULY 29, 2022

As companies migrate their infrastructure and development workloads to the cloud, there are numerous use cases for log analytics. Consider the following ways teams can apply log analytics to on-premises and multicloud infrastructures: Application deployment verification. Cold storage and rehydration. Peak performance analysis.

Analytics 223

Analytics Storage Retail Monitoring 223

Dynatrace

OCTOBER 4, 2022

Log management and analytics is an essential part of any organization’s infrastructure, and it’s no secret the industry has suffered from a shortage of innovation for several years. Teams have introduced workarounds to reduce storage costs. Stop worrying about log data ingest and storage — start creating value instead.

Analytics 243

Analytics Artificial Intelligence Storage Serverless 243

Dynatrace

AUGUST 11, 2022

This enables teams to quickly develop and test key functions without the headaches typically associated with in-house infrastructure management. Infrastructure as a service (IaaS) handles compute, storage, and network resources. Consider a monolithic application, for example, designed to perform a host of functions.

Development 259

Development Serverless Best Practices Lambda 259

Dynatrace

AUGUST 30, 2023

GKE Autopilot empowers organizations to invest in creating elegant digital experiences for their customers in lieu of expensive infrastructure management. To leverage the best of GKE Autopilot and cloud-native observability, Dynatrace and Google focused especially on Dynatrace’s innovative use of Container Storage Interface (CSI) pods.

Google 229

Google Cloud Innovation Infrastructure 229

Dynatrace

NOVEMBER 6, 2023

As an example, many retailers already leverage containerized workloads in-store to enhance customer experiences using video analytics or streamline inventory management using RFID tracking for improved security. These challenges stem from the distributed and often resource-constrained nature of edge computing. Try it out with a free trial.

Retail 268

Retail Analytics Storage Cloud 268

IO River

NOVEMBER 2, 2023

Common Infrastructure ExpensesYour first step in optimizing CDN expenses isn’t to look for the best-priced solution but to remember that a cheaper price isn’t always the best deal. For example, if you’re deploying the infrastructure for an e-commerce website, security becomes a fundamental requirement. per one million requests.

Infrastructure 52

Infrastructure Traffic Cache Strategy 52

Dynatrace

JULY 29, 2022

As companies migrate their infrastructure and development workloads to the cloud, there are numerous use cases for log analytics. Consider the following ways teams can apply log analytics to on-premises and multicloud infrastructures: Application deployment verification. Cold storage and rehydration. Peak performance analysis.

Analytics 190

Analytics Storage Retail Monitoring 190

Scalegrid

JANUARY 12, 2024

This article analyzes cloud workloads, delving into their forms, functions, and how they influence the cost and efficiency of your cloud infrastructure. Examples include associations with Google Docs, Facebook chat group interactions, streaming live forex market feeds, and managing trading notices.

Cloud 130

Cloud Virtualization Storage Efficiency 130

The Netflix TechBlog

NOVEMBER 15, 2022

But it’s not easy: to pull this off, VFX studios need to build and operate serious technical infrastructure (compute, storage, networking, and software licensing), otherwise known as a “ render farm.” Conductor works on three simple principles: ease of use, collaboration, and optimizing turnaround time.

Cloud 282

Cloud Entertainment AWS Infrastructure 282

Dynatrace

JUNE 7, 2023

Container orchestration allows an organization to digitally transform at a rapid clip without getting bogged down by slow, siloed development, difficult scaling, and high costs associated with optimizing application infrastructure. For example , a namespace in Kubernetes is typically referred to as a project in OpenShift. Networking.

Open Source 215

Open Source Social Media Infrastructure Operating System 215

High Scalability

JANUARY 11, 2022

FUN FACT : In this talk , Rodrigo Schmidt, director of engineering at Instagram talks about the different challenges they have faced in scaling the data infrastructure at Instagram. After that, the post gets added to the feed of all the followers in the columnar data storage. System Components. Fetching User Feed. Optimization.

Design 334

Design Media Storage Logistics 334

Dynatrace

APRIL 20, 2023

With more automated approaches to log monitoring and log analysis, however, organizations can gain visibility into their applications and infrastructure efficiently and with greater precision—even as cloud environments grow. They enable IT teams to identify and address the precise cause of application and infrastructure issues.

Analytics 196

Analytics Infrastructure Storage Efficiency 196

Dynatrace

JANUARY 22, 2024

For example, machine learning can identify correlations in data and generate predictions, while causal AI determines which ones are the true drivers. For example, causal AI can help public health officials better understand the effects of environmental factors, healthcare policies, and social factors on health outcomes. Government.

Artificial Intelligence 216

Artificial Intelligence Healthcare Retail Government 216

Dynatrace

OCTOBER 4, 2022

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). This decoupling ensures the openness of data and storage formats, while also preserving data in context. Grail is built for such analytics, not storage.

Artificial Intelligence 275

Artificial Intelligence Analytics Storage Architecture 275

Dynatrace

OCTOBER 4, 2022

However, cloud infrastructure has become increasingly complex. Further, the delivery infrastructure that makes this happen has also become complex. For example, users generate user data, ecommerce sites generate business data, and service portals generate service desk tickets and call volume data. But it doesn’t stop there.

Analytics 200

Analytics Software Software Storage 200

Dynatrace

OCTOBER 14, 2022

Log data provides a unique source of truth for debugging applications, optimizing infrastructure, and investigating security incidents. This way, it‘s possible to flexibly select what confidential or sensitive information (for example, PII) is hashed or completely removed before it leaves the enterprise premises. Try it out yourself.

Storage 236

Storage Government Network Infrastructure 236

Dynatrace

DECEMBER 13, 2023

From the customer perspective, mobile devices have become the singular touchpoint between businesses and users, for example, the new storefront, office, and customer support line. This includes how quickly the application loads, how much load it is putting on the device, how much storage is being used, and how frequently it crashes.

Best Practices 207

Best Practices Mobile Metrics Performance 207

DZone

JANUARY 31, 2024

SIEM platforms offer centralized management of security operations, making it easier for organizations to monitor, manage, and secure their IT infrastructure. For example, in big organizations, the Linux logs may be around 10 billion, and firewall logs may be around five billion per day.

Storage 136

Storage Data Engineering Network Infrastructure 136

The Morning Paper

JANUARY 28, 2020

Narrowing the gap between serverless and its state with storage functions , Zhang et al., Shredder is " a low-latency multi-tenant cloud store that allows small units of computation to be performed directly within storage nodes. " In from of them is a networking layer, and the in-memory storage layer holds the actual data.

Serverless 99

Serverless Storage Latency Cloud 99

Scalegrid

JANUARY 8, 2024

Both multi-cloud and hybrid cloud models come with their advantages, like increased flexibility and secure, scalable IT infrastructure but face challenges such as management complexity and integration issues. What is Multi-Cloud? In a multi-cloud setting, enterprises utilize multiple cloud vendors to fulfill various business functions.

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

Dynatrace

SEPTEMBER 26, 2022

Progressive rollouts, rollbacks, storage orchestration, bin packing, self-healing, cost efficiency, and access to the Cloud Native Computing Foundation (CNCF) ecosystem carry heavy observability challenges. Evictions are an example of Kubernetes attempting to bring applications—or the cluster itself—to a declared state.

Storage 308

Storage Engineering Traffic Infrastructure 308

Dynatrace

MAY 23, 2024

There’s no need for configuration or setup of any infrastructure. Establishing a single source of truth for all observability data reveals the full power of the Dynatrace platform by querying all data with comprehensive new capabilities from the one Dynatrace Grail data lake house for data storage.

Azure 207

Azure Cloud Metrics Innovation 207

Dynatrace

SEPTEMBER 5, 2023

They handle complex infrastructure, maintain service availability, and respond swiftly to incidents. Operators need to closely observe business-critical resource capacities such as storage, CPU, and memory to avoid outages that are driven by resource shortages. This is just one example of predictive AI in action.

Artificial Intelligence 269

Artificial Intelligence DevOps Analytics Engineering 269

Dynatrace

NOVEMBER 3, 2022

Enterprises can deploy containers faster, as there’s no need to test infrastructure or build clusters. While CaaS is part of the category of other as-a-service solutions, its container focus sets it apart from platform as a service (PaaS), infrastructure as a service (IaaS), and function as a service (FaaS). CaaS vs. PaaS.

Serverless 224

Serverless Azure Hardware Transportation 224

Dynatrace

OCTOBER 17, 2023

Dynatrace has developed the purpose-built data lakehouse, Grail , eliminating the need for separate management of indexes and storage. All data is readily accessible without storage tiers, such as costly solid-state drives (SSDs). No storage tiers, no archiving or retrieval from archives, and no indexing or reindexing.

Retail 245

Retail Storage Best Practices Architecture 245

The Netflix TechBlog

MARCH 8, 2021

To meet this need, the Studio Infrastructure team has created Netflix Workstations. They could need a GPU when doing graphics-intensive work or extra large storage to handle file management. This salt formula example is the equivalent of running a “yum install sis-lighting-10_1” in the terminal.

Entertainment 306

Entertainment Storage Hardware Open Source 306

Dynatrace

JULY 25, 2022

These methods improve the software development lifecycle (SDLC), but what if infrastructure deployment and management could also benefit? Development teams use GitOps to specify their infrastructure requirements in code. Known as infrastructure as code (IaC), it can build out infrastructure automatically to scale.

DevOps 234

DevOps Infrastructure Speed Cloud 234

Dynatrace

FEBRUARY 2, 2023

For example, to monitor non-compute resources in Azure, many solutions require special components configured separately or even hosted by the customer. Not to mention, hosting parts of their cloud infrastructure locally isn’t something customers expect from their cloud solution.

Azure 232

Azure Cloud Monitoring Metrics 232

The Netflix TechBlog

NOVEMBER 29, 2023

Bitrate versus quality comparison HDR-VMAF is designed to be format-agnostic — it measures the perceptual quality of HDR video signal regardless of its container format, for example, Dolby Vision or HDR10. Shown below are rate versus quality examples for a couple of titles from our HDR catalog. We present two sets. The first set (Fig.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

AUGUST 24, 2020

But there are other related components and processes (for example, cloud provider infrastructure) that can cause problems in applications running on Kubernetes. Dynatrace AWS monitoring gives you an overview of the resources that are used in your AWS infrastructure along with their historical usage. OneAgent and its Operator .

Analytics 249

Analytics Infrastructure AWS Operating System 249