Scalegrid

FEBRUARY 6, 2025

Message brokers handle validation, routing, storage, and delivery, ensuring efficient and reliable communication. 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

The Netflix TechBlog

SEPTEMBER 18, 2024

Our goal was to build a versatile and efficient data storage solution that could handle a wide variety of use cases, ranging from the simplest hashmaps to more complex data structures, all while ensuring high availability, tunable consistency, and low latency. Developers just provide their data problem rather than a database solution!

Latency 260

Latency Storage Cache Servers 260

Scalegrid

FEBRUARY 24, 2025

Youll also learn strategies for maintaining data safety and managing node failures so your RabbitMQ setup is always up to the task. They can be mirrored and configured for either availability or consistency, providing different strategies for managing network partitions.

Best Practices 147

Best Practices Traffic Strategy Efficiency 147

The Netflix TechBlog

OCTOBER 8, 2024

TimeSeries Abstraction The TimeSeries Abstraction was developed to meet these requirements, built around the following core design principles: Partitioned Data : Data is partitioned using a unique temporal partitioning strategy combined with an event bucketing approach to efficiently manage bursty workloads and streamline queries.

Latency 239

Latency Storage Traffic Tuning 239

The Netflix TechBlog

MAY 4, 2023

Migrating Critical Traffic At Scale with No Downtime — Part 1 Shyam Gala , Javier Fernandez-Ivern , Anup Rokkam Pratap , Devang Shah Hundreds of millions of customers tune into Netflix every day, expecting an uninterrupted and immersive streaming experience. This approach has a handful of benefits.

Traffic 347

Traffic Latency Tuning Systems 347

Dynatrace

JULY 11, 2024

Strategically handle end-to-end data deletion Two key elements form the backbone of an effective deletion strategy in Dynatrace SaaS data management: retention-based and on-demand deletion. You can use the Grail Storage Record Deletion API to trigger a deletion request. To delete the records, use the Storage Record Deletion API.

Storage 264

Storage Government Best Practices Media 264

Dynatrace

DECEMBER 9, 2020

To address potentially high numbers of requests during online shopping events like Singles Day or Black Friday, it’s crucial that this online shop have a memory storage strategy that allows for speed, scaling, and resilience of all microservices, especially the shopping cart service. What’s next?

Java 264

Java Traffic Serverless Architecture 264

Scalegrid

JUNE 4, 2020

On average, ScaleGrid provides over 30% more storage vs. DigitalOcean for PostgreSQL at the same affordable price. ScaleGrid for PostgreSQL is architectured to leverage-high performance SSD disks on DigitalOcean, and is finely tuned and optimized to achieve the best performance on DigitalOcean infrastructure. Replication Strategies.

Database 230

Database Latency Benchmarking Performance 230

The Netflix TechBlog

OCTOBER 19, 2020

Our distributed tracing infrastructure is grouped into three sections: tracer library instrumentation, stream processing, and storage. An additional implication of a lenient sampling policy is the need for scalable stream processing and storage infrastructure fleets to handle increased data volume. Storage: don’t break the bank!

Infrastructure 238

Infrastructure Transportation Storage Open Source 238

Dynatrace

JULY 6, 2022

In a talent-constrained market, the best strategy could be to develop expertise from within the organization. Virtualization has revolutionized system administration by making it possible for software to manage systems, storage, and networks. Design, implement, and tune effective SLOs.

Best Practices 246

Best Practices Open Source Tuning Infrastructure 246

Dynatrace

DECEMBER 18, 2023

This challenge has given rise to the discipline of observability engineering, which concentrates on the details of telemetry data to fine-tune observability use cases. But often, we use additional services and solutions within our environment for backups, storage, networking, and more. Please stay tuned!

Metrics 245

Metrics Engineering Energy Tuning 245

The Netflix TechBlog

JUNE 13, 2023

They enable us to further fine-tune and configure the system, ensuring the new changes are integrated smoothly and seamlessly. Migrating Persistent Stores Stateful APIs pose unique challenges that require different strategies. This alternate migration strategy has proven effective for our systems that meet certain criteria.

Traffic 285

Traffic Metrics Systems Strategy 285

The Netflix TechBlog

JUNE 20, 2024

Unbundling the Data Warehouse: The Case for Independent Storage Recording Speaker : Jason Reid (Co-founder & Head of Product at Tabular) Summary : Unbundling a data warehouse means splitting it into constituent and modular components that interact via open standard interfaces. Until next time!

Data Engineering 206

Data Engineering Engineering Entertainment Software Engineering 206

Dynatrace

JULY 8, 2020

That’s another example where monitoring is of tremendous help as it provides the current resource consumption picture and help to continuously fine tune those settings. . In your monitoring strategy, you need to consider a comprehensive , single-pane of glass, approach: ? . Node and w orkload health .

Infrastructure 278

Infrastructure Monitoring Cloud Metrics 278

Scalegrid

AUGUST 30, 2024

This fine-tunes operational access inside RabbitMQ and facilitates complex naming conventions for resources and sophisticated rules regarding access. Encryption Strategies for RabbitMQ RabbitMQ implements transport-level security using TLS/SSL encryption to safeguard data during transmission.

Transportation 130

Transportation Virtualization Strategy Storage 130

Percona

DECEMBER 6, 2023

Additional read Mike’s blog on How to Find and Tune a Slow SQL Query Q: What is your disaster recovery (DR) strategy? Hmm, a replica seems like a straightforward response, but it is not a comprehensive disaster recovery strategy. A: We have a replica under our primary database. A: Well, it is our delayed disaster recovery.

Strategy 110

Strategy Database Best Practices Tuning 110

Percona

SEPTEMBER 1, 2023

While there is no magic bullet for MySQL performance tuning, there are a few areas that can be focused on upfront that can dramatically improve the performance of your MySQL installation. What are the Benefits of MySQL Performance Tuning? A finely tuned database processes queries more efficiently, leading to swifter results.

Tuning 52

Tuning Database Performance Hardware 52

Percona

DECEMBER 27, 2023

According to a 2023 Forrester survey commissioned by Hashicorp , 61% of respondents had implemented, were expanding, or were upgrading their multi-cloud strategy. Nearly every vendor at Kubecon and every person we spoke to had some form of a multi-cloud requirement or strategy. We expect that number to rise higher in 2024.

Cloud 112

Cloud Open Source Strategy Best Practices 112

The Netflix TechBlog

NOVEMBER 2, 2021

Stay tuned for more details on these algorithmic innovations. Also, the Media Content Playback team, the Media Compute/Storage Infrastructure team and the entire Cosmos platform team that brought Cosmos to life and whole-heartedly supported us in our venture into Cosmos.

Media 178

Media Innovation Metrics Latency 178

Percona

OCTOBER 18, 2023

Strategy: Choosing your path Having a strategy for your migration will make the move to open source go that much smoother. Your approach should align with your goals, abilities, and organizational requirements, and there are some common migration strategies for you to consider as you move forward.

Open Source 111

Open Source Database Hardware Strategy 111

Percona

MAY 1, 2023

Out of the box, the default PostgreSQL configuration is not tuned for any particular workload. It is primarily the responsibility of the database administrator or developer to tune PostgreSQL according to their system’s workload. What is PostgreSQL performance tuning? Why is PostgreSQL performance tuning important?

Tuning 52

Tuning Database Efficiency Performance 52

Percona

JULY 2, 2023

In this post, we cover the methods used to achieve an enterprise-grade backup strategy for the PostgreSQL cluster. Having a backup strategy in place that takes regular backups and has secure storage is essential to protect the database in an enterprise-grade environment to ensure its availability in the event of failures or disasters.

Strategy 52

Strategy Database Storage Open Source 52

All Things Distributed

OCTOBER 2, 2017

Manageable – DynamoDB eliminates the need for manual capacity planning, provisioning, monitoring of servers, software upgrades, applying security patches, scaling infrastructure, monitoring, performance tuning, replication across distributed datacenters for high availability, and replication across new nodes for data durability.

Internet 111

Internet Internet AWS Performance 111

O'Reilly

SEPTEMBER 19, 2023

It progressed from “raw compute and storage” to “reimplementing key services in push-button fashion” to “becoming the backbone of AI work”—all under the umbrella of “renting time and storage on someone else’s computers.” ” (It will be easier to fit in the overhead storage.)

Hardware 135

Hardware Storage Big Data Blockchain 135

Scalegrid

JANUARY 25, 2024

Monitoring these rates regularly enables proactive management strategies that ensure optimal performance while also regulating the use of system resources. Best Practices for Redis Performance Tuning Optimizing memory allocation is essential for improving Redis’s performance. This can ultimately result in slower response times.

Metrics 130

Metrics Monitoring Latency Cache 130

Particular Software

JUNE 20, 2022

The key to a successful Cosmos DB system is its data partitioning strategy. 2 To learn more about building multi-tenant systems with NServiceBus and Cosmos DB and how to design your data partitioning strategy to fit your requirements, check out our recent webinar: Watch Building multi-tenant systems using NServiceBus and Cosmos DB now ??

Azure 52

Azure Storage Strategy Tuning 52

Tech News Gather

JUNE 16, 2023

Building a successful UberEats clone requires a well-planned strategy that takes into account various aspects, including market research, feature prioritization, intuitive design, robust development, and targeted marketing campaigns. Stay tuned to learn how to lay the foundation for a successful clone app that converts readers into leads.

Social Media 52

Social Media Tuning Strategy Media 52

Percona

APRIL 17, 2023

The main objective of this post is to share my experience over the past years tuning MongoDB and centralize the diverse sources that I crossed in this journey in a unique place. systemctl stop tuned $ systemctl disable tuned Dirty ratio The dirty_ratio is the percentage of total system memory that can hold dirty pages.

Best Practices 52

Best Practices Design Tuning Database 52

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. Partitioning influences indexing strategies by narrowing the scope of indexing.

Strategy 40

Strategy Storage Database Best Practices 40

HammerDB

JANUARY 5, 2019

Some opinions claim that “Benchmarks are meaningless”, “benchmarks are irrelevant” or “benchmarks are nothing like your real applications” However for others “Benchmarks matter,” as they “account for the processing architecture and speed, memory, storage subsystems and the database engine.”

Benchmarking 40

Benchmarking Database Social Media Scalability 40

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. If tuned for performance, there is a good change reliability is compromised - and vice versa. In a nutshell, a data pipeline is a distributed system.

Latency 63

Latency Analytics Scalability Engineering 63

SQL Server According to Bob

JANUARY 11, 2020

Stable Media Stable media is often confused with physical storage. SQL Server defines stable media as storage that can survive system restart or common failure. Stable media is commonly physical disk storage, but other devices and certain caching facilities qualify as well. See the article for more details. SQL Server 7.0

Servers 40

Servers Cache Media Hardware 40

The Netflix TechBlog

JULY 22, 2024

It supports a wide range of workflow use cases, including ETL pipelines, ML workflows, AB test pipelines, pipelines to move data between different storages, etc. Maestro preserves key properties across workflow versions, such as author and owner information, run strategy, and concurrency settings.

Strategy 260

Strategy Scalability Code Engineering 260

Scalegrid

OCTOBER 7, 2019

We recently attended the PostgresConf event in San Jose to hear from the most active PostgreSQL user base on their database management strategies. Most Popular PostgreSQL VACUUM Strategies. are in the process of planning their VACUUM strategy. What's the Most Popular VACUUM Strategy for PostgreSQL? We found that 54.3%

Strategy 182

Strategy Cloud Java Open Source 182

Percona

AUGUST 10, 2018

This may help tune your table level autovacuum settings appropriately. Tuning Autovacuum in PostgreSQL. How do we identify the tables that need their autovacuum settings tuned ? . In order to tune autovacuum for tables individually, you must know the number of inserts/deletes/updates on a table for an interval.

Tuning 64

Tuning Cache Database Storage 64

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. Note: ​​ Always do these tests with the checksum option enabled on the databases.

Servers 40

Servers Cache Database Media 40

Adrian Cockcroft

NOVEMBER 26, 2023

Develop strategies for efficiently managing a surge in energy production by utilizing renewable energy resources to their fullest extent while ensuring grid stability and reducing the need for grid-supplied energy. AWS speakers: Wafae Bakkali, Isha Dua

AWS 52

AWS Energy IoT Best Practices 52