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. What is IT automation?

Efficiency 276

Efficiency Performance Analytics DevOps 276

Percona

SEPTEMBER 1, 2023

Scalability As your data volume and user base expand, a finely tuned database can seamlessly accommodate increased workloads without compromising performance. This scalability ensures that your applications can grow in tandem with your business or user demands, maintaining a high level of operational efficiency.

Tuning 52

Tuning Database Performance Hardware 52

VoltDB

JULY 10, 2018

With the stored procedures framework, and the in-memory data storage engine, VoltDB drives most complex business logic in the lowest latency in a scalable manner, even in a virtualized environment like VMs and containers. The post Scalable MicroService Architecture appeared first on VoltDB.

Architecture 40

Architecture Scalability Ecommerce Latency 40

VoltDB

JULY 10, 2018

With the stored procedures framework, and the in-memory data storage engine, VoltDB drives most complex business logic in the lowest latency in a scalable manner, even in a virtualized environment like VMs and containers. The post Scalable MicroService Architecture appeared first on VoltDB.

Architecture 40

Architecture Scalability Ecommerce Latency 40

Percona

DECEMBER 27, 2023

The goal is to collaboratively develop tools and programs facilitating open development and run scalable and distributed training jobs for popular frameworks such as PyTorch, TensorFlow, MPI, MXNet, PaddlePaddle, and XGBoost. You mentioned ‘More Simple Kubernetes’?

Cloud 77

Cloud Open Source Strategy Best Practices 77

Dynatrace

JANUARY 23, 2024

Cloud observability is central to platform engineering The uptick in digital transformation initiatives has created a drive for scalability among global organizations. Edge computing brings compute and data storage closer to where data is generated to help reduce costs, boost performance, and improve customer experience.

Performance 186

Performance DevOps Innovation Artificial Intelligence 186

Percona

MAY 2, 2023

That’s why it’s essential to implement the best practices and strategies for MongoDB database backups. The speed of backup also depends on allocated IOPS and type of storage since lots of read/writes would be happening during this process. Best practice tip : Use PBM to time huge backup sets.

Best Practices 52

Best Practices Database Storage Servers 52

Dynatrace

NOVEMBER 23, 2020

Nevertheless, there are related components and processes, for example, virtualization infrastructure and storage systems (see image below), that can lead to problems in your Kubernetes infrastructure. Configuring storage in Kubernetes is more complex than using a file system on your host. What does observability mean for Kubernetes?

Virtualization 161

Virtualization Infrastructure Monitoring Cloud 161

Percona

NOVEMBER 1, 2023

MySQL Backup and Recovery Best Practices In this section, we’ll explore essential MySQL backup and recovery best practices to safeguard your data and ensure smooth database operations. Encryption Backups have sensitive data, so it’s highly recommended to encrypt, especially for offsite storage.

Best Practices 78

Best Practices Storage Strategy Database 78

Dynatrace

JANUARY 17, 2024

AI requires more compute and storage. Training AI data is resource-intensive and costly, again, because of increased computational and storage requirements. As a result, AI observability supports cloud FinOps efforts by identifying how AI adoption spikes costs because of increased usage of storage and compute resources.

Strategy 222

Strategy Artificial Intelligence Storage Cloud 222

Dynatrace

JANUARY 11, 2023

Cloud storage monitoring. Teams can keep track of storage resources and processes that are provisioned to virtual machines, services, databases, and applications. Best practices to consider. Other best practices include the following: Provide a complete picture of the health of the entire cloud infrastructure.

Cloud 222

Cloud Monitoring Best Practices Infrastructure 222

Dynatrace

AUGUST 11, 2022

Before an organization moves to function as a service, it’s important to understand how it works, its benefits and challenges, its effect on scalability, and why cloud-native observability is essential for attaining peak performance. Infrastructure as a service (IaaS) handles compute, storage, and network resources. What is FaaS?

Development 250

Development Serverless Best Practices Lambda 250

All Things Distributed

AUGUST 16, 2012

Werner Vogels weblog on building scalable and robust distributed systems. The best practices that we are collecting in the AWS Economics Center are there to help our customers get a total view on their IT cost such that they can accurately compare on-premise and cloud. All Things Distributed. Comments ().

AWS 118

AWS Hardware Traffic Best Practices 118

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

Adrian Cockcroft

JUNE 21, 2022

I became the Sun UK local specialist in performance and hardware, and as Sun transitioned from a desktop workstation company to sell high end multiprocessor servers I was helping customers find and fix scalability problems. I was looking for a new challenge, so joined the program and ended up getting certified as a “black belt”.

Tuning 52

Tuning Benchmarking Engineering C++ 52

All Things Distributed

APRIL 5, 2012

Werner Vogels weblog on building scalable and robust distributed systems. In addition to using Edmodo to engage students in classroom activities, teachers all over the world build profile pages on Edmodo, which they use to discover and share content, meet and stay in contact with other educators, and best practices and top resources.

Innovation 146

Innovation AWS Education Network 146

All Things Distributed

SEPTEMBER 30, 2010

Werner Vogels weblog on building scalable and robust distributed systems. There is huge variety in exiting architectures and I am often impressed about the ingenuity of the engineers in how to best transform the application if "Lift & Shift" is not an option. Driving Storage Costs Down for AWS Customers. All Things Distributed.

AWS 75

AWS Storage Cloud Best Practices 75

Percona

MAY 1, 2023

PostgreSQL performance optimization aims to improve the efficiency of a PostgreSQL database system by adjusting configurations and implementing best practices to identify and resolve bottlenecks, improve query speed, and maximize database throughput and responsiveness. What is PostgreSQL performance tuning?

Tuning 52

Tuning Efficiency Database Performance 52

Abhishek Tiwari

JULY 12, 2018

These nodes and edges require a good amount of compute and storage which is typically distributed across a large number servers either running in the cloud or your own data center. As mentioned before, most of data pipelines are not stateless which means scalability is not given a thing.

Latency 63

Latency Analytics Scalability Engineering 63

HammerDB

OCTOBER 12, 2018

This post complements the previous best practice guides this time with the focus on MySQL and MariaDB and achieving top levels of performance with the HammerDB MySQL TPC-C test. As is also the case this limitation is at the database level (especially the storage engine) rather than the hardware level.

Best Practices 40

Best Practices Scalability Performance C++ 40

Brendan Gregg

APRIL 30, 2018

LISA originally stood for "Large Installation System Administration," where "large" meant systems with more than a gigabyte of storage, or with more than 100 users. In fact, we’d link to the first LISA conference website for reference, but this conference not only predates the Wayback Machine – it also predates the World Wide Web!

DevOps 43

DevOps Network Best Practices Programming 43

Percona

SEPTEMBER 1, 2023

Scalability is a significant concern, as databases must handle growing data volumes and user demands while maintaining peak performance. 3) Storage engine limitations There are a few storage engine limitations that can be a bottleneck in your use case.

Best Practices 70

Best Practices Traffic Database Servers 70

Scalegrid

DECEMBER 28, 2023

Also, thinking about write process speed & storage capacity must always come first before creating indexes as well. Best Practices for Pagination Efficiency The implementation of pagination in MongoDB must not only consider technical aspects but also certain best practices, which are especially important when handling large data.

Best Practices 130

Best Practices Efficiency Strategy Speed 130

Brendan Gregg

APRIL 29, 2018

LISA originally stood for "Large Installation System Administration," where "large" meant systems with more than a gigabyte of storage, or with more than 100 users. In fact, we’d link to the first LISA conference website for reference, but this conference not only predates the Wayback Machine – it also predates the World Wide Web!

DevOps 40

DevOps Network Best Practices Programming 40

Dynatrace

NOVEMBER 20, 2023

Cloud migration and digital transformation resources Check out the following resources for details about cloud migration and digital transformation best practices. A modern observability platform enables teams to gain the benefits of cloud infrastructure while retaining visibility.

AWS 209

AWS Artificial Intelligence Analytics Cloud 209

Percona

OCTOBER 18, 2023

Our goal with this post is to equip you with a comprehensive understanding of the steps, best practices, and pros and cons to ensure a smooth — and successful — transition to an open source database environment. Look closely at your current infrastructure (hardware, storage, networks, etc.)

Open Source 89

Open Source Database Hardware Strategy 89

Percona

AUGUST 30, 2023

Depending on what is needed, here are some common database backup types, strategies, and considerations: Full backup vs. incremental backup: Best suited for smaller databases or those that don’t incur a lot of changes, a full backup includes a complete restore point. It’s suitable for databases with moderate change rates.

Database 85

Database Hardware Open Source Strategy 85

Percona

MAY 15, 2023

This operation is quite expensive but our database can run it in a few milliseconds or less, thanks to several optimizations that allow the node to execute most of them in memory with no or little access to mass storage. As well, very few cases are in need to have a full system/solution to provide scalability with sharding.

Traffic 121

Traffic Scalability Database Servers 121

Official Blog - World Web Technology

NOVEMBER 27, 2023

It depends on the best practices of web design. The website builder offers top-notch customer support, scalability, security and compliance, and multi-channel selling options. monthly and allows you to host a single website with 50GB of storage space. At the same time, it has also continued to build its app store.

Website 59

Website Development Mobile Storage 59

Testsigma

OCTOBER 16, 2020

Ensuring whether the platform is reliable and scalable 5. For instance, Testsigma works hard to provide faultless software and keep security at enterprise-grade standards to give their clients the best in class services. Best Practices for Controlling Cloud Access in Your Organization.

Best Practices 81

Best Practices Virtualization Cloud Architecture 81

Percona

AUGUST 5, 2023

Otherwise, the storage engine does a scatter-gather and queries ALL partitions in a UNION that is not concurrent. This method distributes data evenly across partitions to achieve balanced storage and optimal query performance. You want to ensure that table lookups go to the correct partition or group of partitions.

Strategy 40

Strategy Storage Database Best Practices 40

Percona

JUNE 22, 2023

It also supports the flexibility and scalability of the database infrastructure. This flexibility can be crucial in designing a scalable architecture. It combines synchronous replication, automatic data partitioning, and node-level failover to provide high availability and scalability.

Availability 105

Availability Database Open Source Hardware 105

Percona

JULY 7, 2023

Backup and continuous archiving: PostgreSQL asynchronous replication relies on the write-ahead log (WAL) stream, and it’s vital to have centralized storage that all nodes can access. However, in asynchronous clusters, deploying a connection manager is mandatory for high availability. How does PostgreSQL high availability work?

Availability 82

Availability Open Source Architecture Database 82

All Things Distributed

JUNE 21, 2017

Based on this experience and learning, we built DynamoDB to be a fast, highly scalable NoSQL database to meet the needs of Internet-scale applications. DynamoDB was the first service at AWS to use SSD storage. These high-throughput, low-latency requirements need caching, not as a consideration, but as a best practice.

Speed 121

Speed Cache Latency AWS 121

IO River

NOVEMBER 2, 2023

‍This workflow not only streamlines processes but also ensures that any changes are in line with the organization's best practices and compliance standards.‍Advantages Beyond just VM instances, this scalability extends to other aspects of your infrastructure.

Open Source 52

Open Source DevOps AWS Azure 52

IO River

NOVEMBER 2, 2023

To scale from 5 to 10 machines, you simply adjust the default value of this variable from 5 to 10 and rerun the Terraform apply command.‍Beyond just VM instances, this scalability extends to other aspects of your infrastructure.

Open Source 40

Open Source DevOps AWS Azure 40

SQL Server According to Bob

JANUARY 11, 2020

​​ The storage ​​ space that is required ​​ for the sparse file is only that of the actual bytes written to the file and not the ​​ maximum ​​ file ​​ size.

Servers 40

Servers Cache Database Media 40