Dynatrace

JANUARY 22, 2024

For example, machine learning can identify correlations in data and generate predictions, while causal AI determines which ones are the true drivers. For example, causal AI can help public health officials better understand the effects of environmental factors, healthcare policies, and social factors on health outcomes. Government.

Artificial Intelligence 207

Artificial Intelligence Healthcare Retail Government 207

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. This example shows the specific method causing performance problems and delivery failures. Agent logs security. and GKE Autopilot 126.

Google 219

Google Cloud Innovation Infrastructure 219

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 Our distributed tracing infrastructure is grouped into three sections: tracer library instrumentation, stream processing, and storage. Storage: don’t break the bank!

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

Percona

FEBRUARY 15, 2023

This post will illustrate through a simple example how bloom filters work in MyRocks. In the above example, if you add all the first names of the people at Percona you’ll end up with only “1” That would be obviously useless. Bloom filter is an important feature improving performance of LSM storage engines.

Storage 125

Storage Tuning Cache Engineering 125

All Things Distributed

JANUARY 23, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Expanding the Cloud - The AWS Storage Gateway. Today Amazon Web Services has launched the AWS Storage Gateway, making the power of secure and reliable cloud storage accessible from customersâ?? s storage infrastructure. Comments ().

Storage 116

Storage AWS Virtualization Cloud 116

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. It involves both the collection and storage of logs, as well as aggregation, analysis, and even the long-term storage and destruction of log data.

Systems 185

Systems Cloud Analytics DevOps 185

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. But often, we use additional services and solutions within our environment for backups, storage, networking, and more.

Metrics 177

Metrics Engineering Energy Tuning 177

Percona

OCTOBER 13, 2023

You should download and install the debug info package based on the MySQL version, for example, version 8.0.34. storage/innobase/./././mysql-8.0.34/storage/innobase/row/row0sel.cc': storage/innobase/row/row0sel.cc': 'SourceRequest' not supported. storage/innobase/./././mysql-8.0.34/": storage/innobase/./././mysql-8.0.34/":

Code 99

Code C++ Storage Programming 99

The Morning Paper

NOVEMBER 5, 2019

File systems unfit as distributed storage backends: lessons from 10 years of Ceph evolution Aghayev et al., It’s also a fabulous example of recognising and challenging implicit assumptions. In this case, the assumption that a distributed storage backend should clearly be layered on top of a local file system. SOSP’19.

Storage 64

Storage Systems Hardware Efficiency 64

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. Log ingestion strategy no.

Strategy 180

Strategy AWS Open Source Transportation 180

All Things Distributed

FEBRUARY 6, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Driving Storage Costs Down for AWS Customers. As we showed last week one of the services that is growing rapidly is the Amazon Simple Storage Service (S3). Other storage tiers may see even greater cost savings. All Things Distributed. Comments ().

Storage 113

Storage AWS Innovation Scalability 113

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

Dynatrace

JULY 29, 2021

How can we optimize for performance and scalability? Examples of specific domain knowledge where extended topology is used include the representation of concepts like Kubernetes or serverless functions in Dynatrace. For example, you may need to model physical locations of shops or branch offices due to reporting requirements.

Analytics 246

Analytics Open Source Serverless Architecture 246

Percona

DECEMBER 28, 2023

Compress the audit log files to reduce the storage space occupied with log files. See the recommended documentation for more information about its capacity and usage examples. Encrypt the audit log files by using AES-256 encryption. Dynamically enable or disable the auditing.

Open Source 102

Open Source Database Servers Storage 102

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.

Monitoring 97

Monitoring Scalability Cache Database 97

VoltDB

JULY 10, 2018

Real-World Example Problem. 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

Real-World Example Problem. 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

Dynatrace

AUGUST 9, 2023

As a result, not only can you understand, for example, that someone accessed a database, but also from where they came, exactly what they accessed, and to where they exported the data–to the level that we know the exact database query statement. Analysts can leverage AutomationEngine to continuously monitor and respond to future attacks.

Analytics 218

Analytics Metrics Database Storage 218

Scalegrid

JANUARY 9, 2024

As more companies move away from traditional on-premises data centers, they enter into an era where scalability, flexibility, and cost-effectiveness become possible through various services offered by different providers in the market today.

Strategy 130

Strategy Cloud Best Practices Government 130

Percona

SEPTEMBER 12, 2023

with MySQL 8, and provide practical examples to demonstrate the differences. Key differences illustrated with an example Let’s consider a simple example to illustrate the differences between MySQL 5.7 Compared to MySQL 5.7, In this article, we will look into this enhancement, compare MySQL 5.7 Auto-increment in MySQL 5.7

Servers 109

Servers Storage Database Open Source 109

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 160

Virtualization Infrastructure Monitoring Cloud 160

Dynatrace

AUGUST 5, 2022

Consumers store messages in a queue — usually in a buffer or on a storage medium — until they can process and delete them. RSS feeds are an example of a widely used publish-and-subscribe mechanism. As a result of persistent queues, a system benefits from improved performance, reliability, and scalability.

Monitoring 199

Monitoring Serverless Programming Speed 199

Dynatrace

AUGUST 5, 2022

Consumers store messages in a queue — usually in a buffer or on a storage medium — until they can process and delete them. RSS feeds are an example of a widely used publish-and-subscribe mechanism. As a result of persistent queues, a system benefits from improved performance, reliability, and scalability.

Monitoring 198

Monitoring Serverless Programming Speed 198

Percona

MARCH 21, 2023

For example, a temporary table may contain sensitive customer data used to calculate a tax or fee, but this data may be deleted as soon as the calculation is complete. 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.

Storage 84

Storage Open Source Database Engineering 84

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. For example, if some fields in the responses are timestamps, those will differ. We will look at one of them in the follow-up blog post in this series.

Traffic 339

Traffic Latency Tuning Systems 339

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

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. If a user encounters an error page on a website, for example, it’s vital to trace the behavior to the original source of failure.

Best Practices 211

Best Practices AWS Monitoring Serverless 211

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

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 example, if you are buying the latest Amazon memory-optimized EC2 instance (R7iz), the AWS page ( [link] ) tells us the following: Up to 3.9 Be sure to check back.

Performance 54

Performance Benchmarking Cache Storage 54

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. For example, development teams can use automation to increase efficiency in the software development lifecycle.

Efficiency 275

Efficiency Performance Analytics DevOps 275

Percona

AUGUST 7, 2023

In this blog post, we will delve into the differences between the InnoDB undo log and redo log, exploring their significance and providing code examples to illustrate their usage. InnoDB Undo Log The undo log, also known as the rollback segment, is a crucial part of the InnoDB storage engine.

Database 94

Database Tuning Storage Open Source 94

SQL Server According to Bob

SEPTEMBER 9, 2019

Previous posts have discussed partitioning, for example, a partitioned memory object [link] and how a latch maintains the desired access (exclusive, shared, …) [link]. Acquiring shared access requires only the local partition be acquired (lightweight scalability). Quick Refresher Over Partitioned Protection/Locking.

Servers 103

Servers Database Scalability Tuning 103

Dynatrace

JANUARY 23, 2024

For example, high-quality data and predictive AI enable causal AI to provide precise, continuous, and actionable insights in real time. Cloud observability is central to platform engineering The uptick in digital transformation initiatives has created a drive for scalability among global organizations.

Performance 185

Performance DevOps Innovation Artificial Intelligence 185

The Netflix TechBlog

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 209 File system as a service at Netflix Kishore Kasi , Senior Software Engineer Abstract : As Netflix grows in original content creation, its need for storage is also increasing at a rapid pace. The talk also includes examples of using these tools in the Amazon Elastic Compute Cloud (Amazon EC2) cloud. Thursday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 209 File system as a service at Netflix Kishore Kasi , Senior Software Engineer Abstract : As Netflix grows in original content creation, its need for storage is also increasing at a rapid pace. The talk also includes examples of using these tools in the Amazon Elastic Compute Cloud (Amazon EC2) cloud. Thursday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

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

Percona

JANUARY 4, 2024

Managing storage and performance efficiently in your MySQL database is crucial, and general tablespaces offer flexibility in achieving this. This blog discusses general tablespaces and explores their functionalities, benefits, and practical usage, along with illustrative examples. What are MySQL general tablespaces?

Storage 86

Storage Engineering Database Hardware 86