High Scalability

DECEMBER 16, 2022

It allows users to access and use shared computing resources, such as servers, storage, and applications, on demand and without the need to manage the underlying infrastructure. Cloud computing has become a widely-used model of computing, as it offers a number of benefits over traditional, on-premises computing systems. Can you expand?

Cloud 201

Cloud Serverless Internet Internet 201

Dynatrace

FEBRUARY 26, 2024

During the Dynatrace annual user conference, Perform , the Partner Summit session returned, welcoming Global System Integrators (GSIs), Hyperscalers, and Cloud Solutions Partners to participate. Building apps and innovations.

Artificial Intelligence 187

Artificial Intelligence IoT Programming Innovation 187

All Things Distributed

MARCH 12, 2018

At Amazon, we are heavily invested in machine learning (ML), and are developing new tools to help developers quickly and easily build, train, and deploy ML models. The interfaces to our digital system have been dictated by the capabilities of our computer systems—keyboards, mice, graphical interfaces, remotes, and touch screens.

Systems 110

Systems AWS Games Transportation 110

The Morning Paper

JUNE 6, 2019

Towards federated learning at scale: system design Bonawitz et al., This is a high level paper describing Google’s production system for federated learning. 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.

Systems 71

Systems Design Google Servers 71

Dynatrace

JUNE 14, 2023

This digital transformation journey requires AI-powered answers and intelligent automation that legacy systems can’t deliver. Cloud-native apps and infrastructure There is strong traction within the market helping customers to better adopt cloud-native environments with speed and confidence.

Programming 174

Programming Analytics Innovation Best Practices 174

Scalegrid

JANUARY 9, 2024

With the prevalence of cyber threats and regulatory pressures, safeguarding your enterprise’s cloud infrastructure is more critical than ever. As more and more enterprises incorporate cloud-based systems, ensuring their security becomes a key concern. What does strong enterprise cloud security entail, and how can you achieve it?

Strategy 130

Strategy Cloud Best Practices Government 130

O'Reilly

MARCH 26, 2024

TL;DR LLMs and other GenAI models can reproduce significant chunks of training data. Specific prompts seem to “unlock” training data. Generative AI Has a Plagiarism Problem ChatGPT, for example, doesn’t memorize its training data, per se. This is the basis of The New York Times lawsuit against OpenAI. They are dream machines.

Artificial Intelligence 109

Artificial Intelligence Social Media Google Internet 109

Dynatrace

OCTOBER 14, 2022

These systems are generating more data than ever, and teams simply can’t keep up with a manual approach. Artificial intelligence (AI) refers to a system’s ability to mimic human cognitive function. Machine learning applications may be developed standalone, but they’re often part of larger AI systems.

Artificial Intelligence 170

Artificial Intelligence DevOps Analytics Cloud 170

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. There is a wide selection of advanced solutions available for cloud monitoring, including various choices for ensuring top-notch security in your organization’s systems.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

MAY 24, 2021

Supporting more modern cloud technologies and eco-system extensions than any other observability solution enables frictionless deployment and insights into the vast array of technologies enterprise customers are adopting: Key announcements. Training & Certification Award: Accenture. Partner Pro Club. Dynatrace Go!

Programming 229

Programming Cloud Virtualization Technology 229

Dynatrace

JULY 6, 2022

With ever-evolving infrastructure, services, and business objectives, IT teams can’t keep up with routine tasks that require human intervention. While automating IT practices can save administrators a lot of time, without AIOps, the system is only as intelligent as the humans who program it. Monitoring automation is ongoing.

Artificial Intelligence 182

Artificial Intelligence Tuning Strategy Big Data 182

O'Reilly

MAY 9, 2023

It’s hard to ignore the discussion around the Open Letter arguing for a pause in the development of advanced AI systems. It means monitoring systems after they are deployed, updating and tuning them as needed because any model will eventually grow “stale” and start performing badly. Are they dangerous? Will they destroy humanity?

Infrastructure 85

Infrastructure Government Design Tuning 85

Dynatrace

SEPTEMBER 5, 2023

They need solutions such as cloud observability — the ability to measure a system’s current state based on the data it generates—to help them tame cloud complexity and better manage their applications, infrastructure, and data within their IT landscapes. According to a recent Forbes articles, Internet users are creating 2.5

Cloud 216

Cloud Artificial Intelligence Innovation Azure 216

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. Identifying and mitigating risks : Conduct a thorough risk assessment to identify potential obstacles.

Open Source 87

Open Source Database Best Practices Strategy 87

The Netflix TechBlog

MAY 21, 2019

We thought that reinforcement learning would be a promising approach that could provide great flexibility in the training process. Likewise it has very low requirements on the initial amount of training data. We needed a way to run agents and tie the runs to the internal infrastructure for analytics, reporting, and visualizations.

Testing 163

Testing AWS Lambda Network 163

Dynatrace

MAY 24, 2021

Supporting more modern cloud technologies and eco-system extensions than any other observability solution enables frictionless deployment and insights into the vast array of technologies enterprise customers are adopting: Key announcements. Training & Certification Award: Accenture. Partner Pro Club. Dynatrace Go!

Programming 165

Programming Cloud Virtualization Technology 165

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.

Database 82

Database Open Source Benchmarking Strategy 82

Dynatrace

FEBRUARY 10, 2022

As they increase the speed of product innovation and software development, organizations have an increasing number of applications, microservices and cloud infrastructure to manage. You need automatic and intelligent observability spanning your applications, infrastructure, and user experience. That ushers in IT complexity.

Artificial Intelligence 180

Artificial Intelligence Performance Innovation Speed 180

Dynatrace

NOVEMBER 22, 2021

Serverless architecture enables organizations to deliver applications more efficiently without the overhead of on-premises infrastructure, which has revolutionized software development. With AIOps , practitioners can apply automation to IT operations processes to get to the heart of problems in their infrastructure, applications and code.

AWS 223

AWS Lambda Artificial Intelligence Serverless 223

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.

Innovation 253

Innovation Software Software Artificial Intelligence 253

Dynatrace

AUGUST 7, 2023

They can also use generative AI for cybersecurity, write prototype code, and implement complex software systems. Because generative AI is probabilistic in nature, its value depends on the quality of data that trains its algorithms and prompts. Developers use generative AI to find errors in code and automatically document their code.

DevOps 179

DevOps Analytics Best Practices Java 179

Percona

APRIL 14, 2023

Here are a few ways you can scale down and save: Audit your systems: Auditing your system for unused servers and eliminating those servers can reduce your cloud spend. Maximize the value of existing tools, systems, and services: Take an inventory of what you have, and make sure you’re getting the most out of your resources.

Database 81

Database Serverless Tuning Cloud 81

High Scalability

JANUARY 11, 2022

The streaming data store makes the system extensible to support other use-cases (e.g. FUN FACT : In this talk , Rodrigo Schmidt, director of engineering at Instagram talks about the different challenges they have faced in scaling the data infrastructure at Instagram. System Components. Whose photos the user always like?

Design 334

Design Media Storage Logistics 334

The Netflix TechBlog

NOVEMBER 29, 2023

A vital aspect of such development is subjective testing with HDR encodes in order to generate training data. As noted in an earlier blog post , we began developing an HDR variant of VMAF; let’s call it HDR-VMAF. The pandemic, however, posed unique challenges in conducting a conventional in-lab subjective test with HDR encodes.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

SEPTEMBER 3, 2020

Such a solution needs to collect a substantial amount of data at first for then having a dataset (training data) that an algorithm can use to learn from. Data sources typically include common infrastructure monitoring tools and second-generation APM solutions as well as other solutions. Another huge advantage of that approach is speed.

Software 263

Software Software Artificial Intelligence Metrics 263

The Netflix TechBlog

OCTOBER 18, 2019

Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? As with other traditional machine learning and deep learning paths, a lot of what the core algorithms can do depends upon the support they get from the surrounding infrastructure and the tooling that the ML platform provides.

Infrastructure 126

Infrastructure Metrics Architecture Efficiency 126

Dynatrace

SEPTEMBER 30, 2021

Generally speaking, cloud migration involves moving from on-premises infrastructure to cloud-based services. In cloud computing environments, infrastructure and services are maintained by the cloud vendor, allowing you to focus on how best to serve your customers. However, it can also mean migrating from one cloud to another.

Cloud 161

Cloud Traffic Best Practices Strategy 161

J. Paul Reed

JUNE 22, 2023

I work with a lot of organizations on engineering operational resilience, and so the impact of general AI, and how it changes the joint cognitive systems we participate in, always piques my interest. Much of Copilot’s training corpus is pulled from open source projects. Open source has some of the most amazing build systems around.

Open Source 52

Open Source Engineering Infrastructure Internet 52

Percona

DECEMBER 27, 2023

Oftentimes, it is a pillar of modern infrastructure strategy to avoid cloud vendor lock-in. Another significant issue within security concerns is the escalating complexity of modern systems, especially in platforms like Kubernetes, which highlights the need for unified threat models and scanning tools to address vulnerabilities.

Cloud 79

Cloud Open Source Strategy Best Practices 79

The Netflix TechBlog

OCTOBER 18, 2019

Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? As with other traditional machine learning and deep learning paths, a lot of what the core algorithms can do depends upon the support they get from the surrounding infrastructure and the tooling that the ML platform provides.

Infrastructure 100

Infrastructure Metrics Architecture Efficiency 100

Dynatrace

DECEMBER 2, 2021

SLOs can be a great way for DevOps and infrastructure teams to use data and performance expectations to make decisions, such as whether to release, and where engineers should focus their time. This trains your teams to be proactive in maintaining software quality and saves you money by avoiding downtime. Help with decision making.

Metrics 184

Metrics Best Practices DevOps Infrastructure 184

High Scalability

APRIL 14, 2020

has hours of system design content. They also do live system design discussions every week. Check out Educative.io's bestselling new 4-course learning track: Scalability and System Design for Developers. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users.

Education 105

Education Software Engineering Scalability Engineering 105

High Scalability

MAY 12, 2020

has hours of system design content. They also do live system design discussions every week. Check out Educative.io's bestselling new 4-course learning track: Scalability and System Design for Developers. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users.

Education 102

Education Software Engineering Scalability Engineering 102

High Scalability

APRIL 28, 2020

has hours of system design content. They also do live system design discussions every week. Check out Educative.io's bestselling new 4-course learning track: Scalability and System Design for Developers. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users.

Education 102

Education Software Engineering Scalability Engineering 102

The Morning Paper

FEBRUARY 18, 2020

ML learning systems combine the characteristics of software, e.g. the need for CI/CD pipelines, and of data, e.g. the need to track lineage. Compared to web-scale platform use of ML, enterprise applications tend to be built by smaller teams with deeper domain expertise, but less deep algorithmic or systems expertise.

Government 95

Government Software Engineering Storage Database 95

High Scalability

MARCH 30, 2020

has hours of system design content. They also do live system design discussions every week. Level up on in-demand technologies and prep for your interviews on Educative.io, featuring popular courses like the bestselling Grokking the System Design Interview. Learn how to train interviewers so everyone's on the same page.

Education 105

Education Software Engineering Engineering Big Data 105

All Things Distributed

DECEMBER 18, 2017

Today, I'm happy to announce that the AWS EU (Paris) Region, our 18th technology infrastructure Region globally, is now generally available for use by customers worldwide. Now, we're opening an infrastructure Region with three Availability Zones.

AWS 112

AWS Artificial Intelligence Education Energy 112