Dynatrace

JANUARY 4, 2024

While this approach can be effective if the model is trained with a large amount of data, even in the best-case scenarios, it amounts to an informed guess, rather than a certainty. Because IT systems change often, AI models trained only on historical data struggle to diagnose novel events. That’s where causal AI can help.

Government 208

Government Analytics Benchmarking Storage 208

Dynatrace

JUNE 14, 2023

Cloud-native apps and infrastructure There is strong traction within the market helping customers to better adopt cloud-native environments with speed and confidence. The Services Endorsement Program includes training and certification for partners that span unified observability and security, AIOps, and advanced DevSecOps and CloudOps.

Programming 189

Programming Analytics Innovation Best Practices 189

Dynatrace

JULY 25, 2023

It further simplifies access to best practices for observability and security use cases and answers “how-to” questions precisely. Large language models (LLMs), which are the foundation of generative AIs, are neural networks: they learn, summarize, and generate content based on training data.

Best Practices 239

Best Practices Analytics Metrics Code 239

Scalegrid

JANUARY 9, 2024

With the prevalence of cyber threats and regulatory pressures, safeguarding your enterprise’s cloud infrastructure is more critical than ever. Governance and compliance are also crucial factors in ensuring enterprise cloud security as they enforce regulatory requirements and best practices within organizations.

Strategy 130

Strategy Cloud Best Practices Government 130

Dynatrace

FEBRUARY 23, 2022

Incorporating DevSecOps practices can bring security, compliance, and development discipline to organizations seeking to move faster without sacrificing code quality: According to one survey, 96% of respondents said their organization would benefit from automating security and compliance processes , a key principle of DevSecOps.

Serverless 274

Serverless Infrastructure Innovation DevOps 274

Dynatrace

JUNE 1, 2023

While gyms and fitness studios have since reopened, these apps are still extremely popular for squeezing in short home workouts, tracking fitness goals, and receiving personalized training recommendations. Response time Response time refers to the total time it takes for a system to process a request or complete an operation.

Latency 185

Latency Website Traffic Virtualization 185

Scalegrid

JANUARY 12, 2024

This article analyzes cloud workloads, delving into their forms, functions, and how they influence the cost and efficiency of your cloud infrastructure. Executing cutting-edge intelligent apps’ deployment after successful training becomes much easier thanks primarily to this functionality made possible! Additionally.

Cloud 130

Cloud Virtualization Storage Efficiency 130

Dynatrace

JUNE 1, 2023

While gyms and fitness studios have since reopened, these apps are still extremely popular for squeezing in short home workouts, tracking fitness goals, and receiving personalized training recommendations. Similarly, SLOs play a crucial role in ensuring a flawless, engaging user experiences.

Traffic 173

Traffic Latency Website Virtualization 173

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. To address these issues, organizations that want to digitally transform are adopting cloud observability technology as a best practice.

AWS 235

AWS Lambda Artificial Intelligence Serverless 235

Dynatrace

AUGUST 7, 2023

Because generative AI is probabilistic in nature, its value depends on the quality of data that trains its algorithms and prompts. Learn more about securing modern applications and infrastructure and how to integrate security analytics into your DevSecOps initiative with the following resources. Learn how security improves DevOps.

DevOps 194

DevOps Analytics Best Practices Java 194

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. Ignoring this valuable resource can also limit your access to updates, patches, and best practices.

Open Source 88

Open Source Database Best Practices Strategy 88

Dynatrace

SEPTEMBER 30, 2021

We’ll answer that question and explore cloud migration benefits and best practices for how to go through your migration smoothly. Generally speaking, cloud migration involves moving from on-premises infrastructure to cloud-based services. But what does it take to migrate your existing applications to the cloud?

Cloud 172

Cloud Traffic Best Practices Strategy 172

Dynatrace

NOVEMBER 2, 2023

Additionally, include benchmarks for stakeholders and best practices that support the anticipated growth of the organization as a whole. It’s also important to provide training for engineers, developers, chief information officers, and any others as needed. FinOps company culture. FinOps behavioral change management.

Cloud 205

Cloud Strategy Retail Energy 205

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. SLO best practices.

Metrics 200

Metrics Best Practices DevOps Infrastructure 200

Percona

DECEMBER 27, 2023

Oftentimes, it is a pillar of modern infrastructure strategy to avoid cloud vendor lock-in. Standardization and collaboration are key to sharing common knowledge and patterns across teams and infrastructures. This marks the end of an era of chaos, paving the way for efficiency gains, quicker innovation, and standardized practices.

Cloud 80

Cloud Open Source Strategy Best Practices 80

The Netflix TechBlog

DECEMBER 11, 2020

Our Journey so Far Over the past year, we’ve implemented the core infrastructure pieces necessary for a federated GraphQL architecture as described in our previous post: Studio Edge Architecture The first Domain Graph Service (DGS) on the platform was the former GraphQL monolith that we discussed in our first post (Studio API).

Architecture 249

Architecture Best Practices Engineering Open Source 249

Percona

NOVEMBER 9, 2023

It simplifies infrastructure management and is the driving force behind many cloud-native applications and services. Because of this flexibility, businesses may choose the infrastructure that best meets their needs. Making container deployment simpler One of Kubernetes’ primary use cases is deploying containerized apps.

Efficiency 103

Efficiency Cloud Healthcare Open Source 103

Adrian Cockcroft

NOVEMBER 26, 2023

SUS101: Sustainability innovation in AWS Global Infrastructure AWS is determined to make the cloud the cleanest and most energy-efficient way to run customers’ infrastructure and business. This session revisits the pillar and its best practices.

AWS 52

AWS Energy IoT Best Practices 52

The Morning Paper

JUNE 4, 2019

” That’s trillions of training and serving examples per day, across more than 700 machine learning pipelines. An ML model is trained daily on batches of data, with real queries from the previous day joined with labels to create the next day’s training data. Breck et al. Testing one batch of data.

Google 92

Google Code Infrastructure Best Practices 92

Dynatrace

NOVEMBER 15, 2021

Best practices for delivering excellent digital experiences. No technology, tool, or practice can accomplish this for you. Keeping track of DX is a crucial part of a complete performance monitoring practice. Break down silos. Great digital experiences require the right culture and mindset.

Mobile 225

Mobile Social Media Monitoring Metrics 225

Percona

JUNE 22, 2023

As such, fault tolerance is more expensive to implement because it requires dedicated infrastructure that completely mirrors the primary system. Components of high availability infrastructure Multiple copies of data Data redundancy helps prevent data loss due to hardware or software failures.

Availability 108

Availability Database Open Source Hardware 108

The Morning Paper

JULY 7, 2019

Learnings and emerging best practices. Models have a provenance tag explaining which data it has been trained on and which version of the model was used. In large scale systems with more than a single model, each model’s results will affect one another’s training and tuning processes.

Software Engineering 92

Software Engineering Engineering Software Software 92

Official Blog - World Web Technology

NOVEMBER 19, 2023

This comprehensive guide will look at the advantages, considerations, best practices, and future trends in web development outsourcing in 2023. Hiring and retaining an internal web development team may be quite costly due to the expenses connected with pay, benefits, infrastructure, and continuous professional development.

Development 59

Development Best Practices Website Artificial Intelligence 59

The Morning Paper

FEBRUARY 18, 2020

The following chart breaks down features in three main areas: training and auditing, serving and deployment, and data management, across six systems. Finally, an analysis of ML research directions reveals the following arc through time: systems for training, systems for scoring, AutoML, and then responsible AI.

Government 95

Government Software Engineering Storage Database 95

The Netflix TechBlog

OCTOBER 23, 2019

Indeed, the scientific computing community has documented some notebook reproducibility concerns as well as some best practices for reproducible notebooks. Polynote originated from a frustration with the shortcomings of existing notebook tools, especially with respect to their support of Scala.

Open Source 233

Open Source Code Website Design 233

Testsigma

OCTOBER 16, 2020

As cloud-based frameworks require no expertise, installation time or effort and do not depend on a robust internal infrastructure, your tests can be up and running in just a matter of a few minutes. With SaaS, you don’t need to invest in internal infrastructure. Best Practices for Controlling Cloud Access in Your Organization.

Best Practices 81

Best Practices Virtualization Cloud Architecture 81

IO River

NOVEMBER 2, 2023

The code is declarative, which means you specify what you want the final configuration to look like, and Terraform ensures the infrastructure matches that desired state.‍So, ‍Terraform is a revolution in the way we handle infrastructure. Background‍The idea of managing infrastructure through code wasn't initiated by HashiCorp.

Open Source 52

Open Source DevOps AWS Azure 52

O'Reilly

NOVEMBER 12, 2019

Respondents who have implemented serverless made custom tooling the top tool choice—implying that vendors’ tools may not fully address what organizations need to deploy and manage a serverless infrastructure. In our analysis, we assigned experience levels to our respondents for some of the survey questions. Industries of survey respondents.

Serverless 88

Serverless Architecture FinTech Infrastructure 88

All Things Distributed

OCTOBER 10, 2013

Startups operate in a world of high uncertainty and limited capital, so an elastic and on-demand infrastructure at low and variable cost aligns very naturally with their needs. By reducing the cost of failure and democratizing access to infrastructure, the cloud has enabled more startups to build, experiment, and scale.

AWS 124

AWS Best Practices Infrastructure Programming 124

IO River

NOVEMBER 2, 2023

The code is declarative, which means you specify what you want the final configuration to look like, and Terraform ensures the infrastructure matches that desired state.‍So, What Exactly is Terraform?‍Terraform Terraform is a revolution in the way we handle infrastructure. This level of granularity is not found in UI-managed systems.

Open Source 40

Open Source DevOps AWS Azure 40

The Netflix TechBlog

OCTOBER 23, 2019

Indeed, the scientific computing community has documented some notebook reproducibility concerns as well as some best practices for reproducible notebooks. Polynote originated from a frustration with the shortcomings of existing notebook tools, especially with respect to their support of Scala.

Open Source 107

Open Source Code Website Design 107

The Netflix TechBlog

OCTOBER 23, 2019

Indeed, the scientific computing community has documented some notebook reproducibility concerns as well as some best practices for reproducible notebooks. Polynote originated from a frustration with the shortcomings of existing notebook tools, especially with respect to their support of Scala.

Open Source 100

Open Source Code Website Design 100

Percona

OCTOBER 18, 2023

Our goal with this post is to equip you with a comprehensive understanding of the steps, best practices, and pros and cons to ensure a smooth — and successful — transition to an open source database environment. Does anyone on my team require further training before we start?

Open Source 92

Open Source Database Hardware Strategy 92

CSS Wizardry

MARCH 3, 2019

Live Train Timetable Page. If we’re building a page that displays near-realtime information, we want to guarantee that the user always sees the best, most up-to-date information we can give them, if that information exists. Caching best practices & max-age gotchas. Cache rules everything. Jake Archibald , 2016.

Cache 264

Cache Latency Strategy Servers 264

Brendan Gregg

APRIL 30, 2018

In this year's CFP we’re looking for topics covering the latest trends and best practices in cloud computing, containerization, machine learning, big data, infrastructure, scalability, DevOps, IT management, automation, reliability, monitoring, performance tuning, security, databases, programming, datacenters, and more.

DevOps 43

DevOps Network Best Practices Programming 43

Brendan Gregg

APRIL 29, 2018

In this year's CFP we’re looking for topics covering the latest trends and best practices in cloud computing, containerization, machine learning, big data, infrastructure, scalability, DevOps, IT management, automation, reliability, monitoring, performance tuning, security, databases, programming, datacenters, and more.

DevOps 40

DevOps Network Best Practices Programming 40

Smashing Magazine

AUGUST 3, 2023

As an online booking platform, we connect travelers with transport providers worldwide, offering bus, ferry, train, and car transfers in over 30 countries. As our entire infrastructure is already hosted by Amazon Web Services (AWS) , choosing Amazon AWS CloudFront as our CDN solution was an immediate and obvious choice.

Performance 74

Performance Cache Traffic Metrics 74