Dynatrace

OCTOBER 23, 2023

Secondly, determining the correct allocation of resources (CPU, memory, storage) to each virtual machine to ensure optimal performance without over-provisioning can be difficult. This presents a challenge for IT operations teams, specifically in identifying and addressing performance issues or planning how to prevent future issues.

Efficiency 227

Efficiency Virtualization Hardware Performance 227

Dynatrace

MAY 21, 2024

Observability data presents executives with new opportunities to achieve this, by creating incremental value for cloud modernization , improved business analytics , and enhanced customer experience. That’s because it does not require any pre-prepared schemas, and access to cold/hot storage is fully automatic and with zero latency.

Technology 212

Technology Technology Analytics Storage 212

Dynatrace

OCTOBER 14, 2022

If a more granular rule is present on the host level, that rule will precede any blanket rule on, for example, the tenant level. This allows you to create flexible and powerful log storage configurations on any level by utilizing the unique autodiscovery capabilities of Dynatrace OneAgent or a custom setup. Host group.

Storage 240

Storage Government Network Monitoring 240

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. These next-generation cloud monitoring tools present reports — including metrics, performance, and incident detection — visually via dashboards.

Cloud 233

Cloud Monitoring Best Practices Infrastructure 233

Dynatrace

JULY 29, 2022

At the same time, log analytics can present challenges as data volumes explode, particularly in traditional environments that lack end-to-end observability solutions. Cold storage and rehydration. Cold storage and rehydration. Data that organizations may need to access only once a quarter or year can reside in cold storage.

Analytics 226

Analytics Storage Retail Monitoring 226

Dynatrace

OCTOBER 4, 2022

But on their own, logs present just another data silo as IT professionals attempt to troubleshoot and remediate problems. In most data storage models, indexing engines enable faster access to query logs. But indexing requires schema management and additional storage to be effective, which adds cost and overhead.

Analytics 234

Analytics Storage Infrastructure Metrics 234

All Things Distributed

DECEMBER 27, 2012

My Best Christmas Present â?? S3 is not only a highly reliable and available storage service but also one of the most powerful web serving engines that exists today. Root Domain Support for Amazon S3 Website Hosting. By Werner Vogels on 27 December 2012 12:00 PM. Comments ().

Website 103

Website Traffic Storage Scalability 103

Dynatrace

DECEMBER 16, 2020

All steps are fully automated, from source code being compiled to binaries, to the upload of the binaries to the AWS infrastructure where they are available for customers to download. Every storage location involving data at rest is encrypted as well. No manual, error-prone steps are involved. The diagram below provides an overview.

Software 246

Software Software Development AWS 246

The Netflix TechBlog

OCTOBER 8, 2024

However, storing and querying such data presents a unique set of challenges: High Throughput : Managing up to 10 million writes per second while maintaining high availability. Storage Layer The storage layer for TimeSeries comprises a primary data store and an optional index data store. Note : With Cassandra 4.x

Latency 242

Latency Storage Traffic Tuning 242

Dynatrace

JUNE 26, 2020

With today’s high expectations for the speed and availability of applications, you need a deep understanding of real user experiences to make the best business decisions. Dynatrace Synthetic Monitoring ensures that your application is available and performs well from anywhere in the world to meet your SLAs. Dynatrace news.

Monitoring 261

Monitoring Azure AWS Traffic 261

The Netflix TechBlog

NOVEMBER 29, 2023

HDR was launched at Netflix in 2016 and the number of titles available in HDR has been growing ever since. We present two sets. On the other hand, the optimized ladder presents a sharper increase in quality with increasing bitrate. Shown below are rate versus quality examples for a couple of titles from our HDR catalog.

Open Source 262

Open Source Software Engineering Internet Internet 262

Dynatrace

NOVEMBER 18, 2024

The Grail™ data lakehouse provides fast, auto-indexed, schema-on-read storage with massively parallel processing (MPP) to deliver immediate, contextualized answers from all data at scale. However, data overload and skills shortages present challenges that companies need to address to maximize the benefits of cloud and AI technologies.

Cloud 210

Cloud Azure Artificial Intelligence Innovation 210

Dynatrace

MAY 6, 2021

Contact Dynatrace ONE if you wish to enable Cluster-side screenshot storage on pre-1.216 fresh-installed Clusters. Self-service update packages management is now available. You can safe your disk space and have more control over what’s available to your cluster . Now only valid versions are available to choose.

Operating System 238

Operating System AWS Metrics Storage 238

Dynatrace

OCTOBER 9, 2024

During the webinar, Peter Vinh highlighted a crucial point for partners to convey: the latest innovations on the Dynatrace platform, including Grail, Davis CoPilot™ , OpenPipeline™️ , and Workflows, are exclusively available to SaaS customers. While the process may seem daunting, the tooling that is now available makes it much easier.

Innovation 183

Innovation Hardware Storage Cloud 183

Percona

JUNE 22, 2023

To make data count and to ensure cloud computing is unabated, companies and organizations must have highly available databases. This guide provides an overview of what high availability means, the components involved, how to measure high availability, and how to achieve it. How does high availability work?

Availability 114

Availability Database Open Source Hardware 114

The Netflix TechBlog

OCTOBER 27, 2020

For how our machine learning recommendation systems leverage our key-value stores, please see more details on this presentation. Then the KV DAL handles writing to the appropriate underlying storage engines depending on latency, availability, cost, and durability requirements.

Latency 254

Latency Storage Big Data Tuning 254

Dynatrace

JULY 29, 2022

At the same time, log analytics can present challenges as data volumes explode, particularly in traditional environments that lack end-to-end observability solutions. Cold storage and rehydration. Cold storage and rehydration. Data that organizations may need to access only once a quarter or year can reside in cold storage.

Analytics 193

Analytics Storage Retail Monitoring 193

Dynatrace

JANUARY 16, 2023

That trend will likely continue as Kubernetes security awareness further rises and a new class of security solutions becomes available. The immense growth of Kubernetes presents new security challenges in runtime and increased complexity in hardening CI/CD pipelines in development. This corresponds to an annual growth rate of +55%.

Open Source 351

Open Source Java Operating System Programming 351

The Netflix TechBlog

MARCH 7, 2023

But we cannot search or present low latency retrievals from files Etc. The solution which we present in this blog is not limited to annotations and can be used for any other domain which uses ES and Cassandra as well. This is obviously very expensive. Write algo runs into files.

Media 275

Media Latency Architecture Database 275

Percona

JULY 7, 2023

With the average cost of unplanned downtime running from $300,000 to $500,000 per hour , businesses are increasingly using high availability (HA) technologies to maximize application uptime. Unfortunately, using certain open source database software as part of an HA architecture can present significant challenges.

Availability 88

Availability Open Source Architecture Database 88

Dynatrace

DECEMBER 16, 2021

It’s present in major platforms from Amazon Web Services to VMware, and services large and small. In the consumer sector, Log4j 2 can also be found in network-enabled storage and smart home equipment, which users should disconnect from the Internet until updates are available.

Internet 263

Internet Internet Games Java 263

Dynatrace

JULY 25, 2022

This new service enhances the user visibility of network details with direct delivery of Flow Logs for Transit Gateway to your desired endpoint via Amazon Simple Storage Service (S3) bucket or Amazon CloudWatch Logs. A feature that enables you to present log data in a filterable table that is easy to work with. Log Viewer. Log Events.

AWS 229

AWS Transportation Network Traffic 229

The Netflix TechBlog

MAY 5, 2021

To support such use cases, access control at the user workspace and project workspace granularity is extremely important for presenting a globally consistent view of pertinent data to these artists. Data Store Characteristics Netflix Drive relies on a data store that allows streaming bytes into files/objects persisted on the storage media.

Media 184

Media Storage Architecture Cloud 184

The Netflix TechBlog

DECEMBER 3, 2019

both for compute and storage. If your workflow supports parallelism, Metaflow takes advantage of all CPU cores available on your development machine. In our case, “production” means a highly available, centralized DAG scheduler, Meson, where users can export their Metaflow runs for execution with a single command.

Open Source 239

Open Source AWS Infrastructure Energy 239

Dynatrace

AUGUST 5, 2022

However, that assumes he or she is available and has time to talk. Consumers store messages in a queue — usually in a buffer or on a storage medium — until they can process and delete them. For all its virtues, message queuing presents some challenges from an observability perspective. Two styles of message queuing.

Monitoring 213

Monitoring Programming Serverless Speed 213

Dynatrace

AUGUST 5, 2022

However, that assumes he or she is available and has time to talk. Consumers store messages in a queue — usually in a buffer or on a storage medium — until they can process and delete them. For all its virtues, message queuing presents some challenges from an observability perspective. Two styles of message queuing.

Monitoring 212

Monitoring Programming Serverless Speed 212

Dynatrace

DECEMBER 12, 2024

Boost your operational resilience: Combining availability and security is now essential. For executives, these directives present several challenges, including compliance complexity, resource allocation for continuous monitoring, and incident reporting. Its time to adopt a unified observability and security approach.

Analytics 214

Analytics Government Efficiency Innovation 214

The Netflix TechBlog

JUNE 13, 2023

Our previous blog post presented replay traffic testing — a crucial instrument in our toolkit that allows us to implement these transformations with precision and reliability. It should be noted that not all of the techniques presented are universally applicable, as each migration presents its own unique set of circumstances.

Traffic 287

Traffic Metrics Systems Strategy 287

All Things Distributed

JANUARY 18, 2012

It is very gratifying to see all of our learning and experience become available to our customers in the form of an easy-to-use managed service. Each service encapsulates its own data and presents a hardened API for others to use. It provides multi-data center replication, high availability, and offers rock-solid durability.

Scalability 164

Scalability Database Ecommerce Latency 164

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. Log Viewer enables users to present log data in a filterable, easy-to-use table and to browse log data within a certain time frame using detected aspects of the log content.

Traffic 227

Traffic AWS Network Cloud 227

Scalegrid

JANUARY 5, 2024

Despite initial investment costs, DBMS presents long-term savings and improved efficiency through automated processes, efficient query optimizations, and scalability, contributing to enhanced decision-making and end-user productivity. By implementing data abstraction techniques, these challenges can be addressed more effectively.

Efficiency 147

Efficiency Storage Database Scalability 147

The Netflix TechBlog

NOVEMBER 22, 2019

December 2 1pm-2pm CMP 326-R Capacity Management Made Easy with Amazon EC2 Auto Scaling Vadim Filanovsky , Senior Performance Engineer & Anoop Kapoor, AWS Abstract :Amazon EC2 Auto Scaling offers a hands-free capacity management experience to help customers maintain a healthy fleet, improve application availability, and reduce costs.

AWS 38

AWS Entertainment Open Source Benchmarking 38

Percona

FEBRUARY 15, 2023

When you want to know if a key is present or not in the list, you run it through the hash function and check if the corresponding bits in the bitmap are “1” or “0” If one of the bits is “0”, you know for sure the key is not in the list. If all the bits are “1”, the value may be present.

Storage 132

Storage Tuning Cache Engineering 132

The Netflix TechBlog

JUNE 12, 2023

They can also facilitate automations that require information available only in the “login window” context, such as the provided username and password. The agent also enables rotation of recovery keys after use, local storage and validation of recovery keys, and other features. Deploy Escrow Buddy.

Open Source 201

Open Source Database Servers Storage 201

Dynatrace

AUGUST 21, 2024

While it is powerful, it presents several challenges that affect its adoption. With Dynatrace, teams can seamlessly monitor the entire system, including network switches, database storage, and third-party dependencies. Impact of fewer resources, for example, CPU and disk, available to different services and applications.

Engineering 203

Engineering Systems Latency Metrics 203

Percona

JULY 24, 2023

PBM) introduced a GA version of incremental physical backups , which can greatly impact both the recovery time and the cost of backup (considering storage and data transfer cost). Contact me through any channels (we do have our Jira open to the Community, my email is available in the footnote, and I am present on LinkedIn).

Availability 81

Availability Open Source Strategy Storage 81

Dynatrace

OCTOBER 2, 2024

Logs are presented in the context of the applications that generate them, with the capability to run queries and open queried log entries directly in the Logs app. With Dynatrace, there is no need to think about schema and indexes, re-hydration, or hot/cold storage concepts.

Azure 186

Azure DevOps Infrastructure Cloud 186