Scalegrid

JANUARY 9, 2024

Key Takeaways Enterprise cloud security is vital due to increased cloud adoption and the significant financial and reputational risks associated with security breaches; a multilayered security strategy that includes encryption, access management, and compliance is essential.

Strategy 130

Strategy Cloud Best Practices Government 130

Dynatrace

SEPTEMBER 21, 2023

As global warming advances, growing IT carbon footprints are pushing energy-efficient computing to the top of many organizations’ priority lists. Energy efficiency is a key reason why organizations are migrating workloads from energy-intensive on-premises environments to more efficient cloud platforms.

Energy 245

Energy Cloud Airlines Strategy 245

Dynatrace

JANUARY 31, 2024

Augmenting LLM input in this way reduces apparent knowledge gaps in the training data and limits AI hallucinations. The LLM then synthesizes the retrieved data with the augmented prompt and its internal training data to create a response that can be sent back to the user. million AI server units annually by 2027, consuming 75.4+

Cache 215

Cache Azure Infrastructure Monitoring 215

Dynatrace

MARCH 13, 2024

Final report within 1 month (detailed description, type of threat that triggered it, applied and ongoing remediation strategies, scope, and impact). Application security must inform any robust NIS2 compliance strategy. Incident notification within 72 hours of the incident (must include initial assessment, severity, IoCs).

Best Practices 240

Best Practices Education Strategy Analytics 240

The Netflix TechBlog

NOVEMBER 11, 2022

We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them. In semi-supervised anomaly detection models, only a set of benign examples are required for training.

C++ 323

C++ Metrics Tuning Strategy 323

Dynatrace

NOVEMBER 2, 2023

FinOps is a cloud financial management philosophy and practice that strives to control the cost of cloud adoption strategies without restricting the scope of cloud resources. Create optimization strategies with realistic goals for each team. The result is smarter, data-driven solutions designed to manage cloud spend. What is FinOps?

Cloud 208

Cloud Strategy Retail Energy 208

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? Ultimately, IT automation can deliver consistency, efficiency, and better business outcomes for modern enterprises. AI that is based on machine learning needs to be trained. Creating a sound IT automation strategy.

Artificial Intelligence 202

Artificial Intelligence Tuning Strategy Big Data 202

The Netflix TechBlog

JANUARY 30, 2023

An example of the features we might capture for this image include: number of people (two), where they’re facing (facing each other), emotion (neutral to positive), saturation (low), objects present (military uniform) We can use pre-trained models/APIs to create some of these features, like face detection and object labeling.

Media 264

Media Design Innovation Strategy 264

The Netflix TechBlog

APRIL 26, 2022

We built Axion primarily to remove any training-serving skew and make offline experimentation faster. We make sure there is no training/serving skew by using the same data and the code for online and offline feature generation. Our machine learning models train on several weeks of data.

Storage 197

Storage Design Scalability Latency 197

Dynatrace

OCTOBER 17, 2022

Artificial intelligence for IT operations, or AIOps, combines big data and machine learning to provide actionable insight for IT teams to shape and automate their operational strategy. It works without having to identify training data, then training and honing. SecOps: Applying AIOps to secure applications in real time.

DevOps 209

DevOps Artificial Intelligence Healthcare Innovation 209

Edge Perspectives

AUGUST 5, 2019

But to really scale learning, we’re going to need to adopt a very different approach to strategy – the “zoom out, zoom in” approach. Over the past century, the scalable efficiency model has driven the growth and success of large institutions around the world – corporations, governments, universities, NGO’s, etc. Scalable learning.

Strategy 17

Strategy Scalability Efficiency Programming 17

O'Reilly Software

OCTOBER 23, 2018

A look at the roles of architect and strategist, and how they help develop successful technology strategies for business. I'm offering an overview of my perspective on the field, which I hope is a unique and interesting take on it, in order to provide context for the work at hand: devising a winning technology strategy for your business.

Strategy 100

Strategy Architecture Technology Technology 100

The Netflix TechBlog

JULY 22, 2024

What is Maestro Maestro is a general-purpose, horizontally scalable workflow orchestrator designed to manage large-scale workflows such as data pipelines and machine learning model training pipelines. Maestro preserves key properties across workflow versions, such as author and owner information, run strategy, and concurrency settings.

Strategy 260

Strategy Scalability Code Engineering 260

Dynatrace

MAY 2, 2024

As organizations train generative AI systems with critical data, they must be aware of the security and compliance risks. Therefore, these organizations need an in-depth strategy for handling data that AI models ingest, so teams can build AI platforms with security in mind. Check out the resources below for more information.

Artificial Intelligence 242

Artificial Intelligence Cloud Best Practices DevOps 242

Percona

NOVEMBER 9, 2023

Kubernetes can be complex, which is why we offer comprehensive training that equips you and your team with the expertise and skills to manage database configurations, implement industry best practices, and carry out efficient backup and recovery procedures.

Efficiency 109

Efficiency Cloud Healthcare Open Source 109

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. Gartner data also indicates that at least 81% of organizations have adopted a multicloud strategy. What is cloud migration?

AWS 237

AWS Lambda Artificial Intelligence Serverless 237

Dynatrace

MARCH 16, 2021

It takes times to train statistics-based machine learning solutions, and this approach doesn’t scale easily with modern, dynamic cloud-native environments. In theory, implementing an AIOps solution across enterprise IT environments can improve efficiency, drive better overall business value, and improve customer success.

Artificial Intelligence 203

Artificial Intelligence Open Source Cloud Analytics 203

Dynatrace

SEPTEMBER 30, 2021

Like any move, a cloud migration requires a lot of planning and preparation, but it also has the potential to transform the scope, scale, and efficiency of how you deliver value to your customers. This can fundamentally transform how they work, make processes more efficient, and improve the overall customer experience. Here are three.

Cloud 175

Cloud Traffic Best Practices Strategy 175

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!

Cloud 130

Cloud Virtualization Storage Efficiency 130

Dynatrace

AUGUST 7, 2023

Pairing generative AI with causal AI One key strategy is to pair generative AI with causal AI , providing organizations with better-quality data and answers as they make key decisions. Because generative AI is probabilistic in nature, its value depends on the quality of data that trains its algorithms and prompts.

DevOps 198

DevOps Analytics Best Practices Java 198

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. Cloud security monitoring is key—identifying threats in real-time and mitigating risks before they escalate.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

The Netflix TechBlog

DECEMBER 2, 2019

Julie (Novak) Beckley, Andy Rhines, Jeffrey Wong, Matthew Wardrop, Toby Mao, Martin Tingley Ever wonder why Netflix works so well when you’re streaming at home, on the train, or in a foreign hotel? The Bootstrapping Methods Suppose you are watching The Crown on a train and Claire Foy’s face appears pixelated.

Metrics 147

Metrics Strategy Testing Efficiency 147

Dynatrace

NOVEMBER 15, 2021

Working on a customer win-back strategy is cost-intensive and not always fruitful, which makes having an excellent DX more crucial than ever. Having this real-time outlook enables your business to operate with efficiency by proactively identifying and altering for both hard and soft failures.

Mobile 229

Mobile Social Media Monitoring Metrics 229

The Netflix TechBlog

DECEMBER 2, 2019

Julie (Novak) Beckley, Andy Rhines, Jeffrey Wong, Matthew Wardrop, Toby Mao, Martin Tingley Ever wonder why Netflix works so well when you’re streaming at home, on the train, or in a foreign hotel? The Bootstrapping Methods Suppose you are watching The Crown on a train and Claire Foy’s face appears pixelated.

Metrics 143

Metrics Strategy Testing Efficiency 143

The Netflix TechBlog

NOVEMBER 20, 2023

We will show how we are building a clean and efficient incremental processing solution (IPS) by using Netflix Maestro and Apache Iceberg. During our exploration, we see a huge opportunity to improve cost efficiency and engineering productivity using incremental processing. It is highly efficient with a low cost.

Processing 221

Processing Big Data Efficiency Engineering 221

The Morning Paper

JUNE 11, 2019

To me that means the “simple” object access protocol, but not here: We introduce SOAP, a more comprehensive search space of parallelization strategies for DNNs that includes strategies to parallelize a DNN in the Sample, Operator, Attribute, and Parameter dimensions. compared to state-of-the-art approaches.

Network 81

Network Strategy Hardware Benchmarking 81

The Netflix TechBlog

AUGUST 17, 2023

The complexity of these factors makes it difficult to determine the best creative strategy for upcoming titles. The tool provides an efficient way for creatives (photo editors, artwork designers, etc.) For many teams and titles, Stills are essential to Netflix’s promotional asset strategy.

Media 179

Media Scalability Architecture Strategy 179

Tasktop

OCTOBER 12, 2020

A telecom giant changing its outsourcing strategy to negotiate better terms with its service partners. Now, with the revitalized Flow Partner Program , our partners can access the very latest solutions and training to enjoy the same success. . Expert Support and Training. A leading U.S New motivator for integration.

Programming 98

Programming DevOps Healthcare Strategy 98

The Netflix TechBlog

DECEMBER 11, 2020

The biggest challenge was aligning on this strategy across the organization. This gives us access to Netflix’s Java ecosystem, while also giving us the robust language features such as coroutines for efficient parallel fetches, and an expressive type system with null safety. This journey hasn’t been without its challenges.

Architecture 257

Architecture Best Practices Engineering Open Source 257

The Netflix TechBlog

DECEMBER 2, 2019

Julie (Novak) Beckley, Andy Rhines, Jeffrey Wong, Matthew Wardrop, Toby Mao, Martin Tingley Ever wonder why Netflix works so well when you’re streaming at home, on the train, or in a foreign hotel? The Bootstrapping Methods Suppose you are watching The Crown on a train and Claire Foy’s face appears pixelated.

Metrics 130

Metrics Strategy Testing Efficiency 130

Testsigma

SEPTEMBER 2, 2021

While calculating the ROI here, we are not taking into account the training costs for the automated web testing languages and frameworks. If you already have automation testers but they need to be trained, you can replace them with hiring costs. Are your testers trained? The time, however, depends on you.

Strategy 71

Strategy Testing Cloud Virtualization 71

Percona

DECEMBER 27, 2023

According to a 2023 Forrester survey commissioned by Hashicorp , 61% of respondents had implemented, were expanding, or were upgrading their multi-cloud strategy. Nearly every vendor at Kubecon and every person we spoke to had some form of a multi-cloud requirement or strategy. We expect that number to rise higher in 2024.

Cloud 85

Cloud Open Source Strategy Best Practices 85

Percona

NOVEMBER 3, 2023

To achieve this, a substantial commitment is necessary from your team to master effective testing strategies. This entails providing comprehensive training for your staff, equipping them with both foundational and sophisticated testing methodologies. Time efficiency : Testing a database, especially a large one, can be time-consuming.

Database 89

Database Open Source Benchmarking Strategy 89

Testsigma

DECEMBER 18, 2019

As software testing plays a significant role in the delivery of the final product, it is necessary to consider that the testing process must involve accurate, exhaustive test cases and firm test strategy. Efficient and apt test coverage covers all minute points & areas, that many times go neglected. Training and adaptation.

Testing 73

Testing Open Source Strategy Processing 73

Percona

OCTOBER 18, 2023

Strategy: Choosing your path Having a strategy for your migration will make the move to open source go that much smoother. Your approach should align with your goals, abilities, and organizational requirements, and there are some common migration strategies for you to consider as you move forward.

Open Source 99

Open Source Database Strategy Hardware 99

Sutter's Mill

NOVEMBER 11, 2024

I’ve known folks at CitSec for many years now (including some who participate in WG 21) and have long known it to be a great organization with some of the brightest minds in engineering and beyond.

C++ 95

C++ Lambda Retail Code 95

O'Reilly

NOVEMBER 28, 2023

Training models and developing complex applications on top of those models is becoming easier. Many of the new open source models are much smaller and not as resource intensive but still deliver good results (especially when trained for a specific application). report that the difficulty of training a model is a problem.

Open Source 111

Open Source Google Artificial Intelligence Infrastructure 111