DZone

AUGUST 9, 2023

Traditional approaches often need help operationalizing ML models due to factors like discrepancies between training and serving environments or the difficulties in scaling up. The proposed methodology encapsulates the ML models and their environment into a standardized Docker container unit.

Scalability 246

Scalability Best Practices Open Source Virtualization 246

Tasktop

FEBRUARY 20, 2020

Meet Jason Grodan, a Software Training Specialist at Tasktop! We spoke to Jason about the different training classes Tasktop offers, bouldering, and what it’s like to work from home. My role at Tasktop is a ‘Software Training Specialist’. We provide training for Customers and Partners as well as new employees.

Software 52

Software Software Software Engineering Infrastructure 52

The Netflix TechBlog

NOVEMBER 17, 2022

Our approach to NN-based video downscaling The deep downscaler is a neural network architecture designed to improve the end-to-end video quality by learning a higher-quality video downscaler. We employed an adaptive network design that is applicable to the wide variety of resolutions we use for encoding.

Network 292

Network Media Innovation Efficiency 292

Smashing Magazine

MARCH 2, 2020

Inspired Design Decisions: Neville Brody Design Cannot Remain Neutral. Inspired Design Decisions: Neville Brody Design Cannot Remain Neutral. Local bands designed their own publicity and the mostly two-colour artwork was edgy and unpolished. Previously On “Inspired Design Decisions”. Andrew Clarke.

Design 101

Design Media Testing Entertainment 101

The Morning Paper

FEBRUARY 16, 2020

design , Sheng, CIDR’20. ’ design. the majority of our effort goes into curating training data, i.e., specification-by-example of what the system should do. design delivered Google four main benefits: Precision and recall quickly surpassed the results from the heuristics-based system. In Software 1.0

Systems 84

Systems Design Software Software 84

Dynatrace

JUNE 14, 2023

These areas together underpin the new Dynatrace Value Incentive Partner Program (VIPP), which we designed to provide more opportunities, more services, and more benefits to our partners. Accelerate business growth with the latest sales and technical training. Through a two-step approach, partners can become Dynatrace Services Endorsed.

Programming 177

Programming Best Practices Analytics Innovation 177

Smashing Magazine

NOVEMBER 5, 2021

The Value Of Concept Testing As Part Of Product Design. The Value Of Concept Testing As Part Of Product Design. UX design teams are passionate about our approach to solving problems and providing users with experiences that lead to their desired outcomes. UX teams should consider it a mandatory step in designing a product.

Design 98

Design Testing Education Processing 98

Dynatrace

MARCH 13, 2024

The following are the general requirements for reporting for the NIS2 directive: Risk management: Organizations are obligated to execute a comprehensive set of critical measures designed to effectively mitigate cyber risks. Address the root cause of cybersecurity incidents & fix vulnerabilities promptly.

Best Practices 223

Best Practices Education Analytics Strategy 223

Dynatrace

FEBRUARY 26, 2024

Elevating user experience and design with collaborative partner innovation The top submissions stood out by solving complex business challenges and focusing on creating an exceptional user experience. Members gain access to exclusive events and training, fostering a community of champions. Below are the winners.

Innovation 194

Innovation Analytics Mobile Website 194

The Morning Paper

JUNE 6, 2019

Towards federated learning at scale: system design Bonawitz et al., Federated Learning (FL) is a distributed machine learning approach which enables training on a large corpus of decentralized data residing on devices like mobile phones. No individual updates are stored in the cloud, and no training data leaves the device.

Systems 71

Systems Design Google Servers 71

DZone

JULY 21, 2021

Its UML foundation saved designers of the language from reinventing core concepts in modeling and representation. The representational approach was esoteric and rigid, making training difficult. This produced the Systems Modeling Language, or SysML, built on top of the software-focused Unified Modeling Language (UML).

Engineering 246

Engineering Systems Design Software 246

The Netflix TechBlog

NOVEMBER 11, 2022

In semi-supervised anomaly detection models, only a set of benign examples are required for training. Data Data Labeling For the task of anomaly detection in streaming platforms, as we have neither an already trained model nor any labeled data samples, we use structural a priori domain-specific rule-based assumptions, for data labeling.

C++ 312

C++ Metrics Tuning Strategy 312

High Scalability

DECEMBER 16, 2022

I'm sorry, but as a large language model trained by OpenAI, I don't have the ability to browse the internet or keep up-to-date with current events. As a large language model trained by OpenAI, I do not have the ability to browse the internet or keep up-to-date with current events. Which cloud provider would you recommend?

Cloud 201

Cloud Serverless Internet Internet 201

O'Reilly

DECEMBER 12, 2023

Another group of cases involving text (typically novels and novelists) argue that using copyrighted texts as part of the training data for a Large Language Model (LLM) is itself copyright infringement, 1 even if the model never reproduces those texts as part of its output. Is an artist’s style copyrightable, and if so, what does that mean?

Artificial Intelligence 100

Artificial Intelligence Google Media Processing 100

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. What is the value of AWS training and certification? You and your peers – if you team up – can benefit on multiple levels from AWS training and certification. Core AWS certifications.

AWS 205

AWS Best Practices Cloud Analytics 205

Percona

JANUARY 3, 2024

The proxy is designed to run continuously without needing to be restarted. If you are interested in more hands-on learning of ProxySQL, Percona’s professional training department offers a one-day, hands-on intensive tutorial covering all things ProxySQL. Reach out to us today to schedule your instructor-led class!

Traffic 114

Traffic Hardware Cache Servers 114

Strategic Tech

JULY 22, 2019

In Domain-Driven Design, a large system is decomposed into bounded contexts , which become natural boundaries in code as microservices and as teams in the organisation. The Bounded Context Design Canvas I designed this canvas based on the typical flow of strategic DDD workshops I run publicly and privately.

Design 76

Design Systems Strategy Processing 76

DZone

FEBRUARY 27, 2021

As a Software Engineer, the mind is trained to seek optimizations in every aspect of development and ooze out every bit of available CPU Resource to deliver a performing application. This begins not only in designing the algorithm or coming out with efficient and robust architecture but right onto the choice of programming language.

Java 207

Java C++ Benchmarking Programming 207

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. It means designing systems that augment and liberate human capabilities, rather than replacing them.

Infrastructure 85

Infrastructure Government Design Tuning 85

The Netflix TechBlog

MAY 21, 2019

The device ecosystem is rich with partners ranging from Silicon-on-Chip (SoC) manufacturers, Original Design Manufacturer (ODM) and Original Equipment Manufacturer (OEM) vendors. Solving the above problems could help Netflix and our Partners save time and money during the entire lifecycle of device design, build, test, and certification.

Testing 163

Testing AWS Lambda Network 163

Dynatrace

SEPTEMBER 20, 2022

DevSecOps best practices provide guidelines to help organizations achieve efficient and secure application design, development, implementation, and management. Some DevSecOps best practices include the following: Security by design. The education of employees about security awareness. Disparate toolsets.

Best Practices 258

Best Practices DevOps Serverless Education 258

Dynatrace

JUNE 16, 2022

Runtime application self-protection is a security design pattern for embedding web application protection directly into an application or application runtime environment. Rather than using a trained model to predict behavior, RASP watches an application’s runtime, studying the application’s task execution to detect attacks.

Tuning 219

Tuning Cloud Open Source Network 219

Dynatrace

AUGUST 27, 2020

Amazon Neptune is a fast, reliable, fully-managed graph database service designed for applications working with highly connected datasets. Amazon SageMaker is a fully managed service that provides developers and data scientists with the ability to build, train, and deploy machine learning (ML) models quickly.

AWS 267

AWS Cloud IoT Metrics 267

O'Reilly

FEBRUARY 16, 2023

Large language models like ChatGPT and Google’s LaMDA aren’t designed to give correct results. They’re designed to simulate human language—and they’re incredibly good at that. Again, it’s important to realize that ChatGPT and LaMDA aren’t trained to be correct. What are the next steps?

Google 84

Google Media Engineering Internet 84

Dynatrace

DECEMBER 8, 2022

Therefore, many lack training and familiarity with newer tools designed for cloud-based technologies. Our team of highly skilled consultants delivers strategic guidance and leadership designed to drive innovation through a variety of formats to suit your needs.

Education 197

Education Government Innovation Cloud 197

The Netflix TechBlog

MARCH 4, 2024

The major services are as follows: Nightingale is a service running the ML model trained using Metaflow and is responsible for generating a retry recommendation. Training: Each record in the training set represents a potential retry which previously failed due to memory configuration errors or unclassified errors.

Tuning 210

Tuning Efficiency Big Data Engineering 210

Dynatrace

NOVEMBER 2, 2022

Our technical overview Bootcamp team rounds off the day with an exciting deep dive technical session designed to demonstrate how to best innovate and operate with less effort. Who can you expect to see? Kicking off the event is the face of the Dynatrace partner business, Michael Allen. Save your space and Amplify your expertise.

Programming 186

Programming Innovation Design Development 186

Smashing Magazine

OCTOBER 3, 2019

Inspired Design Decisions: Bea Feitler, An Unstoppable Creative Force. Inspired Design Decisions: Bea Feitler, An Unstoppable Creative Force. Even if you didn’t study graphic design at art school, you might know a few famous names. Previously On “Inspired Design Decisions”. Inspired Design Decisions: Avaunt Magazine.

Design 76

Design Media Website Speed 76

O'Reilly

OCTOBER 12, 2021

Kevlin Henney and I were riffing on some ideas about GitHub Copilot , the tool for automatically generating code base on GPT-3’s language model, trained on the body of code that’s in GitHub. Second: Copilot was trained on the body of code in GitHub. The model will certainly need to be re-trained from time to time.

Code 120

Code Programming C++ Testing 120

n0derunner

SEPTEMBER 15, 2023

Background For the past few months engineers from Nutanix have been participating in the MLPerftm Storage benchmark which is designed to measure the storage performance required for ML training workloads. Some technical notes on our submission to the benchmark committee. appeared first on n0derunner.

Benchmarking 59

Benchmarking Storage Servers Engineering 59

Dynatrace

NOVEMBER 2, 2023

The result is smarter, data-driven solutions designed to manage cloud spend. It’s also important to provide training for engineers, developers, chief information officers, and any others as needed. What is FinOps? FinOps behavioral change management.

Cloud 191

Cloud Strategy Energy Retail 191

Strategic Tech

JUNE 21, 2020

Recently I ran a fully remote, 2 full-day, Strategic Domain-Driven Design workshop using Miro. All my private and public trainings until March this year had been in-person. I knew that I didn’t want the online workshop to be a poor version of the in-person training. The ability to design exercises in Miro is out of this world.

Logistics 98

Logistics Design Transportation Architecture 98

Dynatrace

FEBRUARY 15, 2023

Gaining insights from data stored within Dynatrace has traditionally been limited to people within an organization who have specific expertise and training. We designed Dynatrace in a way that places the user in the middle, offering a flexible UI—tailored to individual needs and deriving rich insights from different perspectives.

Analytics 226

Analytics Social Media Metrics Efficiency 226

Percona

NOVEMBER 13, 2023

Percona software is designed for peak performance, uncompromised security, limitless scalability, and disaster-proofed availability. This type of release is only supported for a short time and is designed to be used in an environment with fast upgrade cycles. This is an Innovation release. Download Percona XtraBackup 8.1.0-1

Innovation 92

Innovation Open Source Scalability Database 92

Dynatrace

MAY 8, 2023

As a result, a successful digital transformation strategy requires that organizations make changes to organizational culture and provide employee training. Best Buy is designing its journey to cut through the noise of its multicloud and multi-tool environments to immediately pinpoint the root causes of issues during peak traffic loads.

Strategy 172

Strategy Retail DevOps Education 172

Percona

FEBRUARY 14, 2023

Whether you need support , managed services , consulting or training , Percona has your back! Percona Distribution for PostgreSQL provides the best and most critical enterprise components from the open-source community, in a single distribution, designed and tested to work together.

Open Source 88

Open Source Database Availability Design 88

Dynatrace

SEPTEMBER 8, 2020

Moreover, chaos engineering experiments should be designed to reveal weaknesses in systems in a planned way with the aim to make systems more robust. In the Performance Clinic, Ana also mentioned it can be used to train engineers in terms of training failure situations. Controlled Chaos.

Engineering 139

Engineering Cloud Monitoring Testing 139