Dynatrace

JULY 29, 2021

Dynatrace Managed is the on-premises software intelligence platform that brings Dynatrace SaaS capabilities to your infrastructure while ensuring resilience and optimizing the total cost of ownership. Using existing storage resources optimally is key to being able to capture the right data over time. Dynatrace news.

Storage 246

Storage Virtualization Infrastructure Availability 246

Dynatrace

NOVEMBER 2, 2020

IT infrastructure is the heart of your digital business and connects every area – physical and virtual servers, storage, databases, networks, cloud services. We’ve seen the IT infrastructure landscape evolve rapidly over the past few years. What is infrastructure monitoring? . Dynatrace news.

Infrastructure 246

Infrastructure Monitoring Virtualization Serverless 246

DZone

MARCH 22, 2024

As a developer, engineer, or architect, finding the right storage solution that seamlessly integrates with your infrastructure while providing the necessary scalability, security, and performance can be a daunting task. Whether you're a small startup or a large enterprise, StoneFly's storage solutions can grow with your business.

Storage 189

Storage Scalability Development Network 189

Dynatrace

JANUARY 8, 2020

If you’re doing it right, cloud represents a fundamental change in how you build, deliver and operate your applications and infrastructure. And that includes infrastructure monitoring. This also implies a fundamental change to the role of infrastructure and operations teams. Able to provide answers, not just data.

Infrastructure 230

Infrastructure Cloud Monitoring Metrics 230

Dynatrace

OCTOBER 1, 2020

The Dynatrace Software Intelligence Platform gives you a complete Infrastructure Monitoring solution for the monitoring of cloud platforms and virtual infrastructure, along with log monitoring and AIOps. Network device visibility (hosts, switches, routers, storage devices).

Traffic 264

Traffic Network Infrastructure Artificial Intelligence 264

The Netflix TechBlog

DECEMBER 21, 2020

At this scale, we can gain a significant amount of performance and cost benefits by optimizing the storage layout (records, objects, partitions) as the data lands into our warehouse. We built AutoOptimize to efficiently and transparently optimize the data and metadata storage layout while maximizing their cost and performance benefits.

Storage 208

Storage Latency Efficiency Data Engineering 208

Dynatrace

JULY 21, 2020

There are certain situations when an agent based approach isn’t possible, such as with network or storage devices, or a very old OS. In those cases, what should you do if you want to be proactive and ensure that your infrastructure is always up and running? Easy and flexible infrastructure monitoring.

Infrastructure 213

Infrastructure Monitoring Open Source Traffic 213

Scalegrid

FEBRUARY 6, 2025

Message brokers handle validation, routing, storage, and delivery, ensuring efficient and reliable communication. Message Broker vs. Distributed Event Streaming Platform RabbitMQ functions as a message broker, managing message confirmation, routing, storage, and delivery within a queue. What is RabbitMQ?

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

NOVEMBER 4, 2024

Track business metrics, key performance indicators (KPIs), and service level objectives (SLOs) — automatically and in context with IT infrastructure and services — to promote collaboration between business and IT teams. Reduced storage and query overhead for business use cases. Business process monitoring and optimization.

Analytics 241

Analytics Airlines Metrics Monitoring 241

DZone

JULY 3, 2023

Data engineering projects often require the setup and management of complex infrastructures that support data processing, storage, and analysis. IaC enables treating infrastructure setups as version-controlled code, allowing for automated provisioning, deployment, and configuration management.

Data Engineering 150

Data Engineering Infrastructure Engineering Code 150

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 295

Cloud Monitoring Best Practices Infrastructure 295

The Netflix TechBlog

JULY 8, 2020

By Torio Risianto, Bhargavi Reddy, Tanvi Sahni, Andrew Park Continue reading on Netflix TechBlog ».

Infrastructure 240

Infrastructure Storage AWS Cloud 240

DZone

MARCH 29, 2023

Data migration involves transferring data from on-premise storage to the cloud. With the rapid adoption of cloud computing , businesses are moving their IT infrastructure to the cloud. Data migration is the process of moving data from one location to another, which is an essential aspect of cloud migration.

Best Practices 315

Best Practices Cloud Data Engineering Storage 315

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 293

Media Storage Infrastructure Systems 293

Dynatrace

OCTOBER 7, 2021

This means you no longer have to provision, scale, and maintain servers to run your applications, databases, and storage systems. Instead of worrying about infrastructure management functions, such as capacity provisioning and hardware maintenance, teams can focus on application design, deployment, and delivery. Reliability.

Serverless 325

Serverless AWS Lambda Storage 325

Scalegrid

FEBRUARY 8, 2024

A distributed storage system is foundational in today’s data-driven landscape, ensuring data spread over multiple servers is reliable, accessible, and manageable. Understanding distributed storage is imperative as data volumes and the need for robust storage solutions rise.

Storage 130

Storage Systems Big Data Azure 130

Dynatrace

OCTOBER 4, 2022

For IT infrastructure managers and site reliability engineers, or SREs , logs provide a treasure trove of data. These traditional approaches to log monitoring and log analytics thwart IT teams’ goal to address infrastructure performance problems, security threats, and user experience issues. where an error occurred at the code level.

Analytics 264

Analytics Storage Infrastructure Metrics 264

DZone

OCTOBER 24, 2023

Logstash: a log-processing tool that collects logs from various sources, parses them, and sends them to Elasticsearch for storage and analysis. The Infrastructure of Elasticsearch Before we dive into deploying the ELK Stack, let's first understand the critical components of Elasticsearch's infrastructure:

Analytics 267

Analytics Storage Infrastructure Scalability 267

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. FaaS drills down even deeper to scale specific aspects of storage, compute, or other services.

Development 279

Development Serverless Best Practices Lambda 279

Dynatrace

SEPTEMBER 5, 2024

Native support for syslog messages extends our infrastructure log support to all Linux/Unix systems and network devices. Dynatrace supports scalable data ingestion, ensuring your observability infrastructure grows with your cloud environment. The dashboard tracks a histogram chart of total storage utilized with logs daily.

Innovation 290

Innovation AWS Analytics Storage 290

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 264

Analytics Artificial Intelligence Storage Serverless 264

The Netflix TechBlog

SEPTEMBER 18, 2024

Vidhya Arvind , Rajasekhar Ummadisetty , Joey Lynch , Vinay Chella Introduction At Netflix our ability to deliver seamless, high-quality, streaming experiences to millions of users hinges on robust, global backend infrastructure. The KV data can be visualized at a high level, as shown in the diagram below, where three records are shown.

Latency 256

Latency Storage Cache Servers 256

Scalegrid

MAY 13, 2020

High performance, query optimization, open source and polymorphic data storage are the major Greenplum advantages. Greenplum interconnect is the networking layer of the architecture, and manages communication between the Greenplum segments and master host network infrastructure. Polymorphic Data Storage. Greenplum Advantages.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

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. We rely on our internal partner teams to support components installed on the workstation, such as storage and artist tools.

Entertainment 307

Entertainment Storage Open Source Hardware 307

Dynatrace

OCTOBER 4, 2022

Data warehouses offer a single storage repository for structured data and provide a source of truth for organizations. Unlike data warehouses, however, data is not transformed before landing in storage. A data lakehouse provides a cost-effective storage layer for both structured and unstructured data. Data management.

Artificial Intelligence 246

Artificial Intelligence Storage Analytics Government 246

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. Inadequate context.

Analytics 246

Analytics Storage Retail DevOps 246

Dynatrace

FEBRUARY 24, 2025

Despite the deep IT observability you may have deployed, you still cant infer process health from system status; problems occureven when the underlying infrastructure is healthy. Log files using OpenPipeline to extract and transform business data while reducing log management and storage overhead.

Processing 147

Processing Analytics Infrastructure Monitoring 147

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. Inadequate context.

Analytics 245

Analytics Storage Retail DevOps 245

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. Unlike evictions from resource exhaustion on a node, this event resulted from ephemeral storage limits exceeded on the pod.

Storage 328

Storage Engineering Traffic Infrastructure 328

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

JANUARY 16, 2023

Findings provide insights into Kubernetes practitioners’ infrastructure preferences and how they use advanced Kubernetes platform technologies. Kubernetes infrastructure models differ between cloud and on-premises. Kubernetes infrastructure models differ between cloud and on-premises. Kubernetes moved to the cloud in 2022.

Open Source 358

Open Source Java Operating System Programming 358

Dynatrace

SEPTEMBER 15, 2020

AWS Outposts provides fully managed and configurable compute and storage racks that bring native AWS services, infrastructure, and operating models to any data center or on-premises facility, allowing customers to run computing and storage virtually anywhere while seamlessly connecting to the broad array of AWS services in the cloud.

AWS 275

AWS Design Cloud Storage 275

The Netflix TechBlog

DECEMBER 17, 2024

This approach provides a few advantages: Low burden on existing systems: Log processing imposes minimal changes to existing infrastructure. Additionally, the time-sensitive nature of these investigations precludes the use of cold storage, which cannot meet the stringent SLAs required.

Traffic 168

Traffic Scalability Strategy Monitoring 168

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 290

Artificial Intelligence Analytics Storage Architecture 290

Uber Engineering

DECEMBER 19, 2019

Every day around the world, millions of trips take place across the Uber network, giving users more reliable transportation through ridesharing, bikes, and scooters, drivers and truckers additional opportunities to earn, employees and employers more convenient business travel, and hungry … The post Uber Infrastructure in 2019: Improving Reliability, (..)

Infrastructure 145

Infrastructure Transportation Network Engineering 145

The Netflix TechBlog

OCTOBER 8, 2024

The Key-Value Abstraction offers a flexible, scalable solution for storing and accessing structured key-value data, while the Data Gateway Platform provides essential infrastructure for protecting, configuring, and deploying the data tier. Let’s dive into the various aspects of this abstraction.

Latency 235

Latency Storage Traffic Infrastructure 235

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. Monitoring your i nfrastructure.

Analytics 305

Analytics Infrastructure AWS Operating System 305