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. Therefore, we have redesigned this extension from scratch, replacing the previously available WMI-based extension.

Efficiency 210

Efficiency Virtualization Hardware Performance 210

Scalegrid

JANUARY 8, 2024

This article delves into the specifics of how AI optimizes cloud efficiency, ensures scalability, and reinforces security, providing a glimpse at its transformative role without giving away extensive details. Predictive analytics, powered by AI, enhance business processes and optimize resource allocation according to workload demands.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

Dynatrace

JUNE 10, 2024

The nature of “anytime, anywhere” data generation means data is no longer confined to structured processes and can’t always be defined by existing policies. Dehydrated data has been compressed or otherwise altered for storage in a data warehouse. How do companies reliably find, review, and analyze this data?

Analytics 227

Analytics Network Open Source Hardware 227

Scalegrid

NOVEMBER 29, 2023

As CTOs, database developers & experts, and DBAs seek more efficient, secure, and scalable cloud services solutions, DBaaS emerges as a compelling choice. This surge aligns with the 62% of companies reporting substantial data growth, underscoring the escalating need for scalable and agile database solutions.

Healthcare 130

Healthcare Hardware Database Scalability 130

High Scalability

APRIL 16, 2019

In this three-part blog series, we introduced a High Availability (HA) Framework for MySQL hosting in Part I, and discussed the details of MySQL semisynchronous replication in Part II. Now in Part III, we review how the framework handles some of the important MySQL failure scenarios and recovers to ensure high availability.

Availability 149

Availability Network Azure AWS 149

Dynatrace

SEPTEMBER 8, 2022

Log management is an organization’s rules and policies for managing and enabling the creation, transmission, analysis, storage, and other tasks related to IT systems’ and applications’ log data. Log analytics, on the other hand, is the process of using the gathered logs to extract business or operational insight. Dynatrace news.

Cloud 182

Cloud Systems Analytics DevOps 182

Dynatrace

MARCH 24, 2023

Container orchestration is a process that automates the deployment and management of containerized applications and services at scale. This orchestration includes provisioning, scheduling, networking, ensuring availability, and monitoring container lifecycles. How does container orchestration work?

Infrastructure 182

Infrastructure Open Source Operating System Cloud 182

Dynatrace

AUGUST 5, 2022

However, that assumes he or she is available and has time to talk. In a distributed processing environment, message queuing is similar, although the speed and volume of messages are much greater. A producer creates the message, and a consumer processes it. A given consumer only processes each message once.

Monitoring 195

Monitoring Serverless Programming Speed 195

Dynatrace

AUGUST 5, 2022

However, that assumes he or she is available and has time to talk. In a distributed processing environment, message queuing is similar, although the speed and volume of messages are much greater. A producer creates the message, and a consumer processes it. A given consumer only processes each message once.

Monitoring 195

Monitoring Serverless Programming Speed 195

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

Percona

OCTOBER 13, 2023

When MySQL generates a core file, the VS code simplifies the process of debugging. Once the debug process starts, we can find the debug toolbar at the top center and threading information on the CALL STACK view. storage/innobase/./././mysql-8.0.34/storage/innobase/row/row0sel.cc': storage/innobase/./././mysql-8.0.34/":

Code 103

Code C++ Storage Programming 103

Dynatrace

JUNE 8, 2020

Meeting the requirements of a tier-0 application demands the highest level of reliability and scalability, which Dynatrace enables through extensive self-monitoring and self-healing across the entire application stack down to the infrastructure level. Currently, only metrics for individual nodes are available. Enroll now. What’s next.

Software 164

Software Software Programming Metrics 164

Dynatrace

AUGUST 9, 2023

With automated processes, you can rapidly identify patterns, correlations, and deviations, allowing security teams to focus on investigating and mitigating emerging threats. Log storage and data retention : As regulations grow more stringent, data retention requirements and costs can quickly mount. What’s next for Security Analytics?

Analytics 214

Analytics Metrics Database Storage 214

Highly Scalable

AUGUST 20, 2013

The shortcomings and drawbacks of batch-oriented data processing were widely recognized by the Big Data community quite a long time ago. It became clear that real-time query processing and in-stream processing is the immediate need in many practical applications. Fault-tolerance. Interoperability with Hadoop.

Big Data 154

Big Data Processing Lambda Database 154

The Netflix TechBlog

MAY 4, 2023

The first phase involves validating functional correctness, scalability, and performance concerns and ensuring the new systems’ resilience before the migration. It provides a good read on the availability and latency ranges under different production conditions.

Traffic 347

Traffic Latency Tuning Systems 347

Dynatrace

DECEMBER 18, 2023

For busy site reliability engineers, ensuring system reliability, scalability, and overall health is an imperative that’s getting harder to achieve in ever-expanding, cloud-native, container-based environments. This covers the infrastructure, processes, and the application stack, including tracing, profiling, and logs. Jolly good!

Metrics 174

Metrics Engineering Energy Tuning 174

Dynatrace

JANUARY 16, 2023

Through effortless provisioning, a larger number of small hosts provide a cost-effective and scalable platform. That trend will likely continue as Kubernetes security awareness further rises and a new class of security solutions becomes available. The different infrastructure setup reflects economic and technical considerations.

Open Source 339

Open Source Java Operating System Programming 339

Percona

MARCH 21, 2023

The replica doesn’t have checking capabilities when processing replicated transactions as of MySQL 8.0.18. require_row_format, on the other hand, can be used to ensure that tables in the InnoDB storage engine use the ROW format, which is the most secure option for replication. Try Percona Distribution for MySQL today!

Storage 88

Storage Open Source Database Engineering 88

Percona

JUNE 4, 2023

Introduction: MariaDB vs. MySQL The goal of this blog post is to evaluate, at a higher level, MariaDB vs. MySQL vs. Percona Server for MySQL side-by-side to better inform the decision making process. In addition, MariaDB provides optimal scalability options, making it ideal for growing workloads. Contact us to learn more!

Open Source 52

Open Source Servers Storage Scalability 52

Dynatrace

DECEMBER 16, 2022

Don’t put resources into building a platform that is available off the shelf. But DIY is neither sufficient nor scalable to meet enterprise needs in the long run. The debate surrounding whether to buy or build a platform has raged for some time, but basic wisdom still applies: Don’t reinvent the wheel. Automation at scale.

Innovation 192

Innovation Software Software Cloud 192

The Netflix TechBlog

MAY 21, 2019

Partners across the globe leverage Netflix device certification process on a continual basis to ensure that quality products and experiences are delivered to their customers. The certification process involves the verification of partner’s implementation of features provided by the Netflix SDK. We also provide an API client in Python.

Testing 164

Testing AWS Lambda Network 164

Dynatrace

NOVEMBER 23, 2020

While speeding up development processes and reducing complexity does make the lives of Kubernetes operators easier, the inherent abstraction and automation can lead to new types of errors that are difficult to find, troubleshoot, and prevent. Configuring storage in Kubernetes is more complex than using a file system on your host.

Virtualization 159

Virtualization Infrastructure Monitoring Cloud 159

Scalegrid

MAY 11, 2024

MongoDB offers several storage engines that cater to various use cases. The default storage engine in earlier versions was MMAPv1, which utilized memory-mapped files and document-level locking. The newer, pluggable storage engine, WiredTiger, addresses this by using prefix compression, collection-level locking, and row-based storage.

Storage 130

Storage Engineering Cache Database 130

ScaleOut Software

JUNE 22, 2020

In general terms, in-memory computing refers to the related concepts of (a) storing fast-changing data in primary memory instead of in secondary storage and (b) employing scalable computing techniques to distribute a workload across a cluster of servers.

Ecommerce 52

Ecommerce Cache Scalability IoT 52

ScaleOut Software

JUNE 22, 2020

In general terms, in-memory computing refers to the related concepts of (a) storing fast-changing data in primary memory instead of in secondary storage and (b) employing scalable computing techniques to distribute a workload across a cluster of servers.

Ecommerce 52

Ecommerce Cache Scalability IoT 52

Dynatrace

NOVEMBER 5, 2019

Available as an agent installer). Dependency agent Installation – Maps connections between servers and processes. Our DEM offering also includes: Synthetics – Run browser-based workflow tests from multiple geographic locations for scoring availability of your applications before end-users experience issues.

Azure 136

Azure Artificial Intelligence Metrics Innovation 136

Dynatrace

JANUARY 31, 2024

Organizations choose data-driven approaches to maximize the value of their data, achieve better business outcomes, and realize cost savings by improving their products, services, and processes. Data is then dynamically routed into pipelines for further processing. Understanding the context.

Analytics 191

Analytics Processing Transportation Storage 191

Dynatrace

JANUARY 23, 2024

The following resources provide more information on how to get the most out of your AI investment, the importance of data quality for business success, and automating manual IT processes to prioritize innovation. Teams face siloed processes and toolsets, vast volumes of data, and redundant manual tasks.

Performance 182

Performance DevOps Innovation Artificial Intelligence 182

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. On the other hand, these optimizations themselves need to be sufficiently inexpensive to justify their own processing cost over the gains they bring.

Storage 212

Storage Latency Efficiency Data Engineering 212

Percona

AUGUST 1, 2023

In this blog, we’ll explore the process of altering VARCHAR columns online, delving into insights gained while expanding the size of such columns. After changing the VARCHAR column size to 200, the following is the storage requirement. Understanding the underlying storage mechanics is vital for successful alterations.

Storage 81

Storage Database Open Source Engineering 81

Percona

AUGUST 17, 2023

PostgreSQL has powerful and advanced features, including asynchronous replication, full-text searches of the database, and native support for JSON-style storage, key-value storage, and XML. How-to documentation is readily available. It has evolved steadily, however, during 25 years as an open source project.

Open Source 80

Open Source Healthcare Social Media Database 80

Percona

SEPTEMBER 1, 2023

This results in expedited query execution, reduced resource utilization, and more efficient exploitation of the available hardware resources. A finely tuned database processes queries more efficiently, leading to swifter results. MySQL relies heavily on the availability of hardware resources to perform at its best.

Tuning 52

Tuning Database Performance Hardware 52

Percona

AUGUST 7, 2023

InnoDB Undo Log The undo log, also known as the rollback segment, is a crucial part of the InnoDB storage engine. This distinguishes physical backups, which include changes made during the backup process, from logical backups that represent the database at the beginning of the backup. Try Percona Distribution for MySQL today!

Database 96

Database Tuning Storage Open Source 96

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 100

AWS Entertainment Open Source Benchmarking 100

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 100

AWS Entertainment Open Source Benchmarking 100

Percona

AUGUST 18, 2023

This blog will explore the hurdles encountered during the upgrade process and the innovative solution that saved the day. 2023-05-12T08:10:39.374389Z 1 [ERROR] [MY-011013] [Server] Failed to initialize DD Storage Engine. Recently, we had a client wanting to move from MariaDB 10.4 to MySQL 8.0, The incompatibility roadblock MariaDB 10.4

Open Source 67

Open Source Database Storage Engineering 67

The Morning Paper

AUGUST 29, 2019

We focused on OLAP-oriented parallel data warehouse products available for AWS and restricted our attention to commercially available systems. My key takeaways as a TL;DR: Store your data in S3 Use portable data format that gives you future flexibility to process it with multiple different systems (e.g. Key findings.

Architecture 76

Architecture Cloud Storage Serverless 76