Dynatrace

MAY 7, 2024

New processors: Introducing new processors, including Metric Selector and Content Modifier, for selective data processing and metadata adjustment, improving data relevance and storage efficiency. By default, you have a storage type memory, but you may exceed this buffer limit if you have a lot of data.

Best Practices 235

Best Practices IoT Metrics Storage 235

InfoQ

DECEMBER 29, 2023

Zendesk reduced its data storage costs by over 80% by migrating from DynamoDB to a tiered storage solution using MySQL and S3. The company considered different storage technologies and decided to combine the relational database and the object store to strike a balance between querybility and scalability while keeping the costs down.

Storage 133

Storage Scalability Database Technology 133

The Netflix TechBlog

OCTOBER 19, 2020

a Netflix member via Twitter This is an example of a question our on-call engineers need to answer to help resolve a member issue?—?which We needed to increase engineering productivity via distributed request tracing. That is the first question our engineering teams asked us when integrating the tracer library.

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

Uber Engineering

NOVEMBER 1, 2016

Uber Engineering’s Schemaless storage system powers some of the biggest services at Uber, such as Mezzanine. Schemaless is a scalable and highly available datastore on top of MySQL ¹ clusters.

Engineering 111

Engineering Storage Scalability Availability 111

DZone

MARCH 22, 2024

As a developer, engineer, or architect, finding the right storage solution that seamlessly integrates with your infrastructure while providing the necessary scalability, security, and performance can be a daunting task. Scalability and Flexibility One of the key strengths of StoneFly's offerings is its exceptional scalability.

Storage 177

Storage Scalability Development Infrastructure 177

Percona

FEBRUARY 15, 2023

Bloom filters are an essential component of an LSM-based database engine like MyRocks. LSM storage engines like MyRocks are very different from the more common B-Tree-based storage engines like InnoDB. Bloom filter is an important feature improving performance of LSM storage engines.

Storage 127

Storage Tuning Cache Engineering 127

Dotcom-Montior

OCTOBER 6, 2021

A site reliability engineer, or SRE, is a role that that encompasses aspects of both software engineering and operations/infrastructure. The term site reliability engineering first came into existence at Google in 2003 when a site reliability team was created. At that time, the team was made up of software engineers.

Engineering 67

Engineering DevOps Monitoring Google 67

Dynatrace

MARCH 24, 2023

Problems include provisioning and deployment; load balancing; securing interactions between containers; configuration and allocation of resources such as networking and storage; and deprovisioning containers that are no longer needed. How does container orchestration work?

Infrastructure 179

Infrastructure Open Source Operating System Cloud 179

Percona

OCTOBER 13, 2023

MySQL writes a.sdi file to accommodate the serialized dictionary information for storage engines that lack support for this functionality. Storage engine compatibility Different MySQL storage engines handle.sdi files in various ways. The exact handling can vary depending on the storage engine.

Storage 93

Storage Database Engineering Open Source 93

Dynatrace

AUGUST 30, 2023

Dynatrace’s collaboration with Google addresses these needs by providing simple, scalable, and innovative data acquisition for comprehensive analysis and troubleshooting. Here we asked Davis, the Dynatrace AI engine , to correlate CPU usage against other signals. Agent logs security.

Google 212

Google Cloud Innovation Infrastructure 212

Dynatrace

JANUARY 23, 2024

Composite’ AI, platform engineering, AI data analysis through custom apps This focus on data reliability and data quality also highlights the need for organizations to bring a “ composite AI ” approach to IT operations, security, and DevOps. To learn more about platform engineering, explore the following resources.

Performance 179

Performance DevOps Innovation Artificial Intelligence 179

All Things Distributed

AUGUST 20, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Managing Cold Storage with Amazon Glacier. With the introduction of Amazon Glacier , IT organizations now have a solution that removes the headaches of digital archiving and provides extremely low cost storage. All Things Distributed. Comments ().

Storage 122

Storage Cloud AWS Media 122

Percona

MARCH 17, 2023

But as companies grow and see more demand for their databases, we need to ensure that PMM also remains scalable so you don’t need to worry about its performance while tending to the rest of your environment. PMM2 uses VictoriaMetrics (VM) as its metrics storage engine. Tell us what you think about PMM!

Monitoring 98

Monitoring Scalability Cache Database 98

Dynatrace

JULY 29, 2021

How can we optimize for performance and scalability? Operations teams can leverage the same approach to improve analytics and insights into data storage, network devices, or even the room temperatures of specific server rooms. Common questions include: Where do bottlenecks occur in our architecture?

Analytics 245

Analytics Open Source Serverless Architecture 245

Percona

JUNE 4, 2023

MariaDB retains compatibility with MySQL, offers support for different programming languages, including Python, PHP, Java, and Perl, and works with all major open source storage engines such as MyRocks, Aria, and InnoDB. In addition, MariaDB provides optimal scalability options, making it ideal for growing workloads.

Open Source 52

Open Source Servers Storage Scalability 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

High Scalability

NOVEMBER 2, 2020

This is guest a post by Preetam Jinka , Senior Infrastructure Engineer at ShiftLeft. We rewrote almost all of the storage used for storing code analysis results while maintaining backwards compatibility and without any outages. Originally published here. Earlier this year we released Secrets, Security Insights, and a v4 API.

Storage 231

Storage Design Infrastructure Engineering 231

Percona

MARCH 21, 2023

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. When require_row_format is set to ON, MySQL will require that all tables that use the InnoDB storage engine use the ROW format.

Storage 86

Storage Open Source Database Engineering 86

Percona

AUGUST 1, 2023

row Table: varchar_alter Create Table: CREATE TABLE `varchar_alter` ( `id` int NOT NULL AUTO_INCREMENT, `_varchar` varchar(85) NOT NULL DEFAULT '', PRIMARY KEY (`id`) ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb3 1 row in set (0.00 After changing the VARCHAR column size to 200, the following is the storage requirement.

Storage 79

Storage Database Open Source Engineering 79

Dynatrace

JANUARY 16, 2023

Most Kubernetes clusters in the cloud (73%) are built on top of managed distributions from the hyperscalers like AWS Elastic Kubernetes Service (EKS), Azure Kubernetes Service (AKS), or Google Kubernetes Engine (GKE). Through effortless provisioning, a larger number of small hosts provide a cost-effective and scalable platform.

Open Source 337

Open Source Java Operating System Programming 337

Percona

SEPTEMBER 12, 2023

MySQL 8’s solution MySQL 8 addresses the auto-increment counter loss issue in the InnoDB storage engine upon server restart. To explore, let’s insert the fifth record and assess whether it adopts ID 5 or reverts to ID 3: mysql> INSERT INTO users (username) VALUES ('user5'); Query OK, 1 row affected (0.00

Servers 110

Servers Storage Database Open Source 110

Dynatrace

MAY 14, 2020

The world’s most scalable, automatic distributed tracing pushes the boundary once again with enhanced Adaptive Load Management. Moreover, the new ALR mechanism is more precise, predictable, and explainable—just like our Davis AI causation engine. Dynatrace news. Bernd Greifeneder, Dynatrace CTO. Your feedback. Your input matters.

Processing 150

Processing Hardware Traffic Storage 150

Uber Engineering

FEBRUARY 22, 2018

In 2014, Uber Engineering built Schemaless , our fault-tolerant and scalable datastore, to facilitate the rapid growth of our company. For context, we deployed more than 40 Schemaless instances and many thousands of storage nodes in 2016 alone.

Code 94

Code Storage Scalability Engineering 94

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 a data lakehouse?

Efficiency 268

Efficiency Performance Analytics DevOps 268

Dynatrace

DECEMBER 15, 2022

While engaging the automatic instrumentation of the Dynatrace OneAgent makes log ingestion automatic and scalable , our customers have set up multiple other log ingestion methods. Fluentd is known for its flexibility and is also highly scalable, which makes it a good choice for high-volume environments.

Strategy 174

Strategy AWS Open Source Transportation 174

Dynatrace

DECEMBER 16, 2022

Engineering teams often gravitate toward a 100% do-it-yourself approach, which is OK for experimentation and testing. Engineering teams often gravitate toward a 100% do-it-yourself approach, which is OK for experimentation and testing. But DIY is neither sufficient nor scalable to meet enterprise needs in the long run.

Innovation 189

Innovation Software Software Cloud 189

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. We built AutoOptimize to efficiently and transparently optimize the data and metadata storage layout while maximizing their cost and performance benefits.

Storage 203

Storage Latency Efficiency Data Engineering 203

The Netflix TechBlog

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! Please stop by our “Living Room” for an opportunity to connect or reconnect with Netflixers. We’ve compiled our speaking events below so you know what we’ve been working on. Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! Please stop by our “Living Room” for an opportunity to connect or reconnect with Netflixers. We’ve compiled our speaking events below so you know what we’ve been working on. Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

Dynatrace

NOVEMBER 22, 2021

With EC2, Amazon manages the basic compute, storage, networking infrastructure and virtualization layer, and leaves the rest for you to manage: OS, middleware, runtime environment, data, and applications. While this provides greater scalability than on-site instrumentation, it also introduces complexity. Amazon EC2.

Best Practices 204

Best Practices AWS Monitoring Serverless 204

Percona

AUGUST 18, 2023

uses the Aria engine for system tables. Since Aria is a MariaDB-only engine, a direct MariaDB 10.4 > MySQL 8 ‘in-place’ upgrade is impossible for and after 10.4. 2023-05-12T08:10:39.374389Z 1 [ERROR] [MY-011013] [Server] Failed to initialize DD Storage Engine. The incompatibility roadblock MariaDB 10.4

Open Source 66

Open Source Database Storage Engineering 66

Percona

DECEMBER 27, 2023

The field of Platform Engineering has witnessed significant advancements, as evidenced by the publication of the CNCF platform whitepaper and the introduction of a dedicated Platform Engineering day at the upcoming KubeCon event. They also remove toil and allow engineers to focus on application development vs platform engineering work.

Cloud 79

Cloud Open Source Strategy Best Practices 79

HammerDB

APRIL 19, 2023

As database performance is heavily influenced by the performance of storage, network, memory, and processors, we must understand the upper limit of these key components. For storage, FIO is generally used. Storage: The system has a SATA drive for the operating system and one NVMe (Intel SSD D7-P5510 (3.84 4.22 %usr 38.40

Performance 54

Performance Benchmarking Cache Storage 54

Dynatrace

NOVEMBER 5, 2019

AI engine, Davis – Automatically processes billions of dependencies to serve up precise answers; rather than processing simple time-series data, Davis uses high-fidelity metrics, traces, logs, and real user data that are mapped to a unified entity. Organic scalability of the monitoring platform with the applications.

Azure 135

Azure Artificial Intelligence Metrics Innovation 135

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. The Kubernetes experience.

Virtualization 159

Virtualization Infrastructure Monitoring Cloud 159

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