DZone

JUNE 3, 2019

Using local SSDs inside of the GPU node delivers fast access to data during training, but introduces challenges that impact the overall solution in terms of scalability, data access, and data protection. Normally, GPU nodes don't have much room for SSDs, which limits the opportunity to train very deep neural networks that need more data.

Storage 100

Storage Performance Network Scalability 100

The Netflix TechBlog

NOVEMBER 11, 2022

Although model-based anomaly detection approaches are more scalable and suitable for real-time analysis, they highly rely on the availability of (often labeled) context-specific data. In semi-supervised anomaly detection models, only a set of benign examples are required for training.

C++ 312

C++ Metrics Tuning Strategy 312

Dynatrace

JUNE 8, 2021

This post was co-authored by Jean-Louis Lormeau, Digital Performance Architect at Dynatrace. . Observability is a topic at the top of mind for all architects, Site Reliability Engineers (SREs), and more – each wanting to use observability to proactively detect issues and guarantee the best experience and availability to users.

Metrics 166

Metrics Tuning Programming Systems 166

Dynatrace

FEBRUARY 20, 2024

Monitoring myriad tools and the accompanying data silos make it increasingly difficult for enterprises to optimize application performance and availability. Making waves was the theme of this year’s Perform conference. For the latest news and insights from the Dynatrace Perform 2024 conference, check out our guide.

Monitoring 153

Monitoring Education Technology Technology 153

Dynatrace

JULY 25, 2023

Davis AI transforms and augments data to enable more useful analysis, perform automatic tasks, and respond to user requests: Predictive AI uses machine learning (ML) and statistical methods to recommend future actions based on data from the past. When a user asks a question, generative AIs create an answer word by word.

Best Practices 234

Best Practices Analytics Metrics Code 234

Percona

JANUARY 3, 2024

ProxySQL is a high-performance SQL proxy that runs as a daemon watched by a monitoring process. Below are backup methods to perform a backup restore of the ProxySQL server. and above Physical snapshot: A ProxySQL backup can be performed using the physical snapshot method. sec) File /var/lib/proxysql/proxybkp.cnf is saved.

Traffic 108

Traffic Hardware Cache Servers 108

CSS Wizardry

OCTOBER 27, 2018

A lot of companies—even if they are aware that performance is key to their business—are often unsure of how, when, or where performance testing sits within their development lifecycle. To make things worse, they’re also usually unsure whose responsibility performance measuring and monitoring is. Who: Engineers.

Performance Testing 172

Performance Testing Testing Performance Strategy 172

Dynatrace

MAY 24, 2021

And we believe this is supported by the analyst community as we were recognized as a Leader in the 2021 Gartner Magic Quadrant for Application Performance Monitoring and scoring highest in four of five use cases in the 2021 Gartner Critical Capabilities for APM report. Training & Certification Award: Accenture. Partner Pro Club.

Programming 234

Programming Cloud Virtualization Technology 234

Dynatrace

SEPTEMBER 30, 2021

By carving the right AWS certification path, developers can even use their certification and training to advance their careers long term. Not only will they get much more out of the tools they use daily, but they’ll also be able to deliver superior functionality, efficiency, and performance to your customers.

AWS 209

AWS Best Practices Analytics Cloud 209

The Netflix TechBlog

MAY 21, 2019

Netflix engineers run a series of tests and benchmarks to validate the device across multiple dimensions including compatibility of the device with the Netflix SDK, device performance, audio-video playback quality, license handling, encryption and security. Likewise it has very low requirements on the initial amount of training data.

Testing 163

Testing AWS Lambda Network 163

Dynatrace

AUGUST 2, 2021

Using Dynatrace, VA can observe application performance and increase application visibility as well as determine application efficiency. Starting small is important for building a strong foundation, and an expert team will provide the necessary platform for training motivated staff to execute each mission with pride and precision.

Government 245

Government Strategy Cloud Efficiency 245

Dynatrace

DECEMBER 8, 2022

Therefore, many lack training and familiarity with newer tools designed for cloud-based technologies. Conversely, declining trust can make it difficult for agencies to perform their work, increases skepticism and scrutiny from regulatory bodies and citizens alike. This hampers security and IT teams’ ability to quickly address issues.

Education 201

Education Government Innovation Cloud 201

Dynatrace

MAY 24, 2021

And we believe this is supported by the analyst community as we were recognized as a Leader in the 2021 Gartner Magic Quadrant for Application Performance Monitoring and scoring highest in four of five use cases in the 2021 Gartner Critical Capabilities for APM report. Training & Certification Award: Accenture. Partner Pro Club.

Programming 170

Programming Cloud Virtualization Technology 170

Percona

OCTOBER 20, 2023

Communication and training: Keep all stakeholders informed about the progress and changes throughout the migration process. Provide training to staff members, DBAs, and developers to ensure they are well-prepared for the transition. Test the migration thoroughly, including data integrity, application functionality, and performance.

Open Source 87

Open Source Database Best Practices Strategy 87

Dynatrace

MAY 17, 2023

GPT (generative pre-trained transformer) technology and the LLM-based AI systems that drive it have huge implications and potential advantages for many tasks, from improving customer service to increasing employee productivity. This is one example of the many use cases we’re exploring.

Innovation 260

Innovation Software Software Artificial Intelligence 260

Percona

OCTOBER 2, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Download Percona Distribution for MySQL (PS-based variation) 8.0.34

Open Source 79

Open Source Scalability Database Servers 79

Dynatrace

FEBRUARY 28, 2022

Performance planning. One of our customers, a large insurance company with over 700 Dynatrace users, leverages Dynatrace University as part of its ongoing employee education and performance acceleration program. As team members work towards their annual self-improvement and performance goals, Dynatrace University is a key contributor.

Virtualization 200

Virtualization Education Cloud Monitoring 200

Dynatrace

OCTOBER 14, 2022

Machine learning algorithms use vast amounts of data to train systems and allow them to draw accurate conclusions based on available information. Supervised learning uses already-labeled data to train algorithms for specific outputs. There are two broad types of machine learning: supervised and unsupervised.

Artificial Intelligence 175

Artificial Intelligence DevOps Analytics Cloud 175

Percona

SEPTEMBER 4, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Percona Distribution for PostgreSQL is now available on Debian 12 (bookworm). is deprecated.

Open Source 77

Open Source Scalability Database Software 77

Dynatrace

DECEMBER 2, 2021

SLOs, together with service-level indicators (SLIs), deliver the performance promised in service-level agreements (SLAs) and other business level objectives (BLOs) while staying within error budgets. In layman’s terms, SLOs represent the performance or health of a service. But what are SLOs? What are error budgets?

Metrics 191

Metrics Best Practices DevOps Infrastructure 191

Percona

JUNE 26, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. It includes all the features and bug fixes available in the MySQL 8.0.33

Servers 70

Servers Open Source Scalability Database 70

Percona

AUGUST 7, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. 25 is available as of August 2, 2023. is available as of August 2, 2023.

Open Source 84

Open Source Scalability Servers Database 84

Percona

DECEMBER 4, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Release highlights include: Docker images are now available for x86_64 architectures.

Open Source 79

Open Source Azure Servers Programming 79

Dynatrace

NOVEMBER 24, 2022

Before passing the mic over to Rick McConnell, CEO at Dynatrace, Michael continued by looking at the most compelling offerings that partners are building now and planning for in the future, which brought him to his next topic and formal announcement of our newly launched Services Endorsement Program which is now available to our partners.

Innovation 159

Innovation Virtualization Programming Energy 159

The Morning Paper

SEPTEMBER 14, 2020

AI models can learn to perform some tasks to human or even super-human levels, but do they then perform those tasks in a human-like way? But where humans are still involved in task performance, supervision, or evaluation, then McIlroy-Young et al. these engines were not trained on human games. AlphaZero).

Systems 85

Systems Games Engineering Open Source 85

O'Reilly

MAY 9, 2023

Using AI means auditing the outputs of AI systems to ensure that they’re fair; it means documenting the behaviors of AI models and training data sets so that users know how the data was collected and what biases are inherent in that data. Its training data and its design must both be well documented and available to the public.

Infrastructure 85

Infrastructure Government Design Tuning 85

Dynatrace

MAY 6, 2021

At Perform 2021 , Dynatrace lead data scientist Thomas Natschläger gave a deep dive into the Dynatrace AI engine, Davis. For example, in an application performance monitoring (APM) setting, you want to closely monitor user-facing metrics like response time and error rates.

Games 172

Games Metrics Monitoring Cloud 172

Percona

NOVEMBER 3, 2023

This entails providing comprehensive training for your staff, equipping them with both foundational and sophisticated testing methodologies. Additionally, it involves the acquisition or development of specialized testing software, which often comes with its own set of training requirements. You’ve probably heard of Patreon.

Database 82

Database Open Source Benchmarking Strategy 82

Dynatrace

SEPTEMBER 30, 2021

Cloud migration is the process of transferring some or all your data, software, and operations to a cloud-based computing environment that offers unlimited scale and high availability. Improved performance and availability. The third big advantage of cloud migration is performance and availability. Read eBook now!

Cloud 165

Cloud Traffic Best Practices Strategy 165

Percona

APRIL 24, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. You know what time it is… it’s time for the release roundup!

Open Source 77

Open Source Storage Servers Database 77

O'Reilly

MAY 25, 2021

GPT-3 is essentially an auto-complete bot whose underlying Machine Learning (ML) model has been trained on vast quantities of text available on the Internet. Note that the dataset on which GPT-3 trained terminated around October 2019. OpenAI’s text generating system GPT-3 has captured mainstream attention.

Social Media 138

Social Media Media Internet Internet 138

The Morning Paper

MAY 14, 2019

Seer: leveraging big data to navigate the complexity of performance debugging in cloud microservices Gan et al., Finally, we show that Seer can identify application level design bugs, and provide insights on how to better architect microservices to achieve predictable performance. ASPLOS’19.

Big Data 45

Big Data Cloud Performance Hardware 45

Scalegrid

JANUARY 11, 2024

Read also – Enterprise Cloud Security Strategy For 2024 Cloud Security Monitoring Tools and Techniques When it comes to monitoring cloud security, we have a wide range of tools and techniques available. Proactive monitoring capabilities are also available, along with detailed reports on databases and clusters.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Percona

MARCH 13, 2023

44 includes all the features and bug fixes available in MySQL 5.7.41 It includes Percona Server for MongoDB, a fully compatible source-available, drop-in replacement for MongoDB, and Percona Backup for MongoDB, a distributed, low-impact solution for achieving consistent backups of MongoDB sharded clusters and replica sets.

Servers 79

Servers Open Source Database Software 79

Percona

JULY 10, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. PMM is publicly available on Oracle Linux 9. Thus, starting with PMM 2.38.0, was released.

Monitoring 76

Monitoring Open Source Scalability Database 76

Scalegrid

JANUARY 5, 2024

The DBMS is key to maintaining these aspects by offering a storage system that allows users to perform operations such as data insertion, deletion, and selection, thereby promoting enhanced data integration across diverse applications and platforms. Practical Applications of DBMS DBMS finds practical applications in various fields.

Efficiency 147

Efficiency Storage Database Scalability 147

The Morning Paper

AUGUST 18, 2019

I’m going to pick things up pretty much where we left off with a few more ICML papers… Data Shapley provides us with one way of finding and correcting or eliminating low-value (and potentially harmful) data points from a training set. In addition you have N further data sources available, of varying quality. The big idea.

Strategy 75

Strategy Availability Design Performance 75