DZone

NOVEMBER 27, 2023

An open-source distributed SQL query engine, Trino is widely used for data analytics on distributed data storage. Optimizing Trino to make it faster can help organizations achieve quicker insights and better user experiences, as well as cut costs and improve infrastructure efficiency and scalability. But how do we do that?

Tuning 162

Tuning Speed Performance Open Source 162

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

Dynatrace

JULY 25, 2022

The DevOps playbook has proven its value for many organizations by improving software development agility, efficiency, and speed. This method known as GitOps would also boost the speed and efficiency of practicing DevOps organizations. GitOps improves speed and scalability. Dynatrace news. What is GitOps?

DevOps 278

DevOps Infrastructure Speed Cloud 278

Smashing Magazine

JANUARY 7, 2025

For example, you can switch to a scalable cloud-based web host, or compress/optimize images to save bandwidth. Choose A Scalable Web Host The most convenient way to design a high-traffic website without worrying about website crashes is to upgrade your web hosting solution. Caching can help your website combat this issue.

Traffic 86

Traffic Website Design Cache 86

Dynatrace

OCTOBER 6, 2023

Buckets are similar to folders, a physical storage location. Debug-level logs, which also generate high volumes and have a shorter lifespan or value period than other logs, could similarly benefit from dedicated storage. This improves query speeds and reduces related costs for all other teams and apps.

Artificial Intelligence 279

Artificial Intelligence Metrics Analytics Storage 279

Percona

JANUARY 4, 2024

Managing storage and performance efficiently in your MySQL database is crucial, and general tablespaces offer flexibility in achieving this. In contrast to the single system tablespace that holds system tables by default, general tablespaces are user-defined storage containers for multiple InnoDB tables.

Storage 114

Storage Engineering Database Open Source 114

Dynatrace

JUNE 10, 2024

Dehydrated data has been compressed or otherwise altered for storage in a data warehouse. Observability starts with the collection, storage, and accessibility of multiple sources. Dynatrace Grail introduces a new architectural design that addresses both of these issues to provide both rich data management and low-cost cloud storage.

Analytics 264

Analytics Network Open Source Hardware 264

High Scalability

JULY 20, 2018

A typical example of modern "microservices-inspired" Java application would function along these lines: Netflix : We observed during experimentation that RAM random read latencies were rarely higher than 1 microsecond whereas typical SSD random read speeds are between 100–500 microseconds. There are a few more quotes.

Internet 121

Internet Internet Scalability Automotive 121

High Scalability

SEPTEMBER 8, 2018

RISELabs , those wonderfully innovative folks over at Berkeley, have uplifted their Anna datatabase —a shared-nothing, thread-per-core architecture to achieve lightning-fast speeds by avoiding all coordination mechanisms—to become cloud-aware. What's changed ?

Storage 199

Storage Performance AWS Cloud 199

Dynatrace

FEBRUARY 10, 2023

From data lakehouse to an analytics platform Traditionally, to gain true business insight, organizations had to make tradeoffs between accessing quality, real-time data and factors such as data storage costs. IT pros need a data and analytics platform that doesn’t require sacrifices among speed, scale, and cost. Learn more.

Efficiency 306

Efficiency Performance Analytics DevOps 306

Dynatrace

AUGUST 5, 2022

In a distributed processing environment, message queuing is similar, although the speed and volume of messages are much greater. Consumers store messages in a queue — usually in a buffer or on a storage medium — until they can process and delete them. Queued messages are typically small and specific.

Monitoring 246

Monitoring Programming Serverless Speed 246

Dynatrace

AUGUST 5, 2022

In a distributed processing environment, message queuing is similar, although the speed and volume of messages are much greater. Consumers store messages in a queue — usually in a buffer or on a storage medium — until they can process and delete them. Queued messages are typically small and specific.

Monitoring 246

Monitoring Programming Serverless Speed 246

Dynatrace

JULY 29, 2021

The complexity of such deployments has accelerated with the adoption of emerging, open-source technologies that generate telemetry data, which is exploding in terms of volume, speed, and cardinality. How can we optimize for performance and scalability? Common questions include: Where do bottlenecks occur in our architecture?

Analytics 246

Analytics Open Source Serverless Architecture 246

Scalegrid

FEBRUARY 11, 2025

This article will help you understand the core differences in data structure, scalability, and use cases. Whether you need a relational database for complex transactions or a NoSQL database for flexible data storage, weve got you covered. Choosing the right database often comes down to MongoDB vs MySQL.

Scalability 147

Scalability Database Storage IoT 147

DZone

MAY 5, 2022

There are three primary reasons for choosing AWS S3: affordability, speed, and reliability. S3 plays a critical role in storing objects in hot and cold storage. Amazon Simple Storage Service (Amazon S3) is an object storage service that offers industry-leading scalability, data availability, security, and performance.

AWS 130

AWS Storage Scalability Speed 130

Dynatrace

DECEMBER 5, 2023

You’re no longer required to use a single offering or choose from a few instance families; Graviton includes general-purpose and accelerated-computing offerings, plus compute-, memory-, and storage-optimized instances. In this way, log data is always associated with the host, service, or other entity that generated it.

Architecture 290

Architecture Efficiency Energy Monitoring 290

Dynatrace

FEBRUARY 12, 2024

Today’s organizations flock to multicloud environments for myriad reasons, including increased scalability, agility, and performance. Grail handles data storage, data management, and processes data at massive speed, scale, and cost efficiency,” Singh said. An overview of the Dynatrace unified observability and security platform.

Analytics 245

Analytics Artificial Intelligence Engineering Technology 245

Dynatrace

AUGUST 9, 2023

Log storage and data retention : As regulations grow more stringent, data retention requirements and costs can quickly mount. Dynatrace Grail data lakehouse offers a scalable, affordable way to store data long term while keeping all data always available for dashboarding and analysis.

Analytics 246

Analytics Metrics Database Storage 246

Dynatrace

JANUARY 23, 2024

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. Check back here throughout the event for the latest news, insights, and announcements.

Performance 246

Performance DevOps Innovation Energy 246

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. Practical Applications of DBMS DBMS finds practical applications in various fields.

Efficiency 147

Efficiency Storage Database Scalability 147

Dynatrace

MAY 8, 2023

Infrastructure monitoring Infrastructure monitoring reviews servers, storage, network connections, virtual machines, and other data center elements that support applications. It examines metrics like response times, application programming interface availability, and page load times to flag problems that affect the user experience.

DevOps 246

DevOps Efficiency Monitoring Infrastructure 246

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 237

Virtualization Infrastructure Monitoring Cloud 237

Scalegrid

MARCH 28, 2024

In this comparison of Redis vs Memcached, we strip away the complexity, focusing on each in-memory data store’s performance, scalability, and unique features. can enhance Redis by handling management tasks, backups, and scalability, facilitating global reach and easy cloud integration for global businesses.

Cache 130

Cache Storage Architecture Scalability 130

Percona

MARCH 23, 2023

Storage The type of storage and disk used for database servers can have a significant impact on performance and reliability. Cloud Different cloud providers offer a range of instance types and sizes, each with varying amounts of CPU, memory, and storage. Try Percona Distribution for MySQL today! References How MySQL 8.0.21

Performance 144

Performance Hardware Tuning Storage 144

Dynatrace

NOVEMBER 20, 2023

Application security resources The following resources illustrate how runtime application security and log forensics keep applications running in cloud environments secure and help teams speed up and automate security incident response.

AWS 277

AWS Artificial Intelligence Cloud Analytics 277

All Things Distributed

JUNE 21, 2017

Today, I'm excited to announce the general availability of Amazon DynamoDB Accelerator (DAX) , a fully managed, highly available, in-memory cache that can speed up DynamoDB response times from milliseconds to microseconds, even at millions of requests per second. DynamoDB was the first service at AWS to use SSD storage.

Speed 94

Speed Cache Latency AWS 94

Scalegrid

JANUARY 12, 2024

Storage is a critical aspect to consider when working with cloud workloads. High availability storage options within the context of cloud computing involve highly adaptable storage solutions specifically designed for storing vast amounts of data while providing easy access to it. This also aids scalability down the line.

Cloud 130

Cloud Virtualization Storage Efficiency 130

All Things Distributed

JULY 19, 2012

Werner Vogels weblog on building scalable and robust distributed systems. While disk density is still increasing the access speeds are not and as such they will provide good sequential access, however random access is not improving at all. All Things Distributed. Expanding The Cloud â?? High Performance I/O Instances for Amazon EC2.

Cloud 114

Cloud Performance AWS Virtualization 114

Dynatrace

FEBRUARY 15, 2023

They need to create new products and maintain existing ones to deliver customer value at speed and scale while managing risk. Additionally, its modern architecture delivers cost-effective storage and compute. As a result, teams benefit from low-cost cloud storage that provides access to all data and doesn’t require data rehydration.

Analytics 130

Analytics Storage Cloud Code 130

The Netflix TechBlog

NOVEMBER 3, 2022

When a new leader is elected it loads all data from external storage. Doing so would require a substantial migration effort to move all clients off the old API with questionable value to the affected teams (except for helping us solve Titus' internal scalability problems). A single request in the tests below consists of one query.

Cache 233

Cache Latency Traffic Systems 233

Scalegrid

JANUARY 21, 2025

Such as: RedisInsight Offers an easy way for users to oversee their Redis information with visual cues; Prometheus Providing long-term metrics storage solutions when tracking performance trends involving your instances; Grafana – Its user-friendly interface allows advanced capabilities in observing each instance.

Strategy 130

Strategy Monitoring Latency DevOps 130

Scalegrid

FEBRUARY 1, 2024

Having MySQL backups for your database can speed up and simplify the recovery process. The biggest drawbacks are that a full backup can be time-consuming, and they require a significant amount of storage space. This backup type can save on storage space and reduce backup time by only capturing the changes made since the last backup.

Best Practices 130

Best Practices Storage Strategy Database 130

Percona

MARCH 30, 2023

Further, open source databases can be modified in infinite ways, enabling institutions to meet their specific needs for data storage, retrieval, and processing. Non-relational databases: Instead of tables, non-relational (NoSQL) databases use document-based data storage, column-oriented storage, and graph databases.

Open Source 107

Open Source Database Storage Scalability 107

Dynatrace

AUGUST 5, 2019

Optimize Query Performance and Data Storage Cost. Extract less critical data into a cheaper database storage option. read-only reports to cheaper storage which will save you operational costs as you can potentially scale down your existing RDBMS licenses. Optimize the performance of key queries.

Cloud 38

Cloud Traffic Database Network 38

Percona

SEPTEMBER 6, 2023

In both examples below, the system sees the query as just WHERE indexed column = ‘constant’ and so the speed of the search is equivalent to any other simple index query. Thus, indexes on expressions are useful when retrieval speed is more important than insertion and update speed.

Speed 111

Speed Virtualization Storage Open Source 111

Scalegrid

MARCH 14, 2024

This approach allows companies to combine the security and control of private clouds with public clouds’ scalability and innovation potential. Mastering Hybrid Cloud Strategy Are you looking to leverage the best private and public cloud worlds to propel your business forward? A hybrid cloud strategy could be your answer.

Strategy 130

Strategy Cloud Infrastructure Artificial Intelligence 130

Dynatrace

NOVEMBER 29, 2021

But OpenShift provides comprehensive multi-tenancy features, advanced security and monitoring, integrated storage, and CI/CD pipeline management right out of the box. By removing concerns around storage, security, and lifecycle management, businesses can instead focus on application development, support, and evolution. The result?

Monitoring 147

Monitoring DevOps Infrastructure Metrics 147