The Morning Paper

JUNE 11, 2019

Beyond data and model parallelism for deep neural networks Jia et al., The goal here is to reduce the training times of DNNs by finding efficient parallel execution strategies, and even including its search time, FlexFlow is able to increase training throughput by up to 3.3x SysML’2019. Execution simulation.

Network 81

Network Strategy Hardware Benchmarking 81

The Morning Paper

SEPTEMBER 22, 2019

The secret sharer: evaluating and testing unintended memorization in neural networks Carlini et al., Take a system trained to make predictions on a language (word or character) model – an example you’re probably familiar with is Google Smart Compose. Can we efficiently extract secrets from pre-trained models?

Network 55

Network Testing Strategy Google 55

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 165

Cloud Traffic Best Practices Strategy 165

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

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 94

Open Source Database Hardware Strategy 94

O'Reilly

APRIL 30, 2024

These algorithms save everyone time and money: by helping users navigate through thousands of products to find the ones with the highest quality and the lowest price, and by expanding the market reach of suppliers through Amazon’s delivery infrastructure and immense customer network. Disclosure is another powerful market-shaping tool.

Social Media 88

Social Media Artificial Intelligence Innovation Logistics 88

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 217

Mobile Social Media Monitoring Metrics 217

The Morning Paper

APRIL 16, 2019

Teaching rigorous distributed systems with efficient model checking Michael et al., The networking model is asynchronous (allowing out of order, dropped, delayed, and duplicated messages), the failure model is crash-stop. EuroSys’19. On the surface you might think today’s paper selection an odd pick. Testing and model checking.

Systems 43

Systems Efficiency Testing Strategy 43

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. While paid marketing strategies like Google Ads play a part in our approach as well, enhancing our organic traffic remains a major priority. SEO is key to our success.

Performance 74

Performance Cache Traffic Metrics 74

Dynatrace

JUNE 1, 2021

However, with today’s highly connected digital world, monitoring use cases expand to the services, processes, hosts, logs, networks, and of course, end-users that access these applications — including a company’s customers and employees. Mobile apps, websites, and business applications are typical use cases for monitoring.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

IO River

NOVEMBER 2, 2023

It’s not just limited to cloud resources like AWS and Azure; Terraform is versatile, extending its capabilities to key performance areas like Content Delivery Network (CDN) management, ensuring efficient content delivery and optimal user experience.‍Started This offers not just an audit train but an “audit trail on steroids.”‍A

Open Source 52

Open Source DevOps AWS Azure 52

IO River

NOVEMBER 2, 2023

This offers not just an audit train but an “audit trail on steroids.”‍A Businesses can adjust configurations to manage everything from basic distribution settings to intricate geo-targeted content caching and delivery strategies, all with the same ease.‍‍2. Easy MaintenanceWhen we say “easy maintenance,” it’s not a vague promise.

Open Source 40

Open Source DevOps AWS Azure 40

The Morning Paper

JUNE 27, 2019

Named dimensions are an easy to understand example, but the challenges go much deeper than that, and were keenly felt by the authors during research on Capsule networks. Convolutional Capsule primitives can be implemented reasonably efficiently on CPU but problems arise on accelerators (e.g. Challenges compiling non-standard kernels.

Systems 87

Systems Tuning Programming Innovation 87

Percona

JUNE 22, 2023

Without enough infrastructure (physical or virtualized servers, networking, etc.), Connection management : This is the software management related specifically to the networking and connectivity aspect of the database. Depending on your setup, costs can include: Hardware devices (servers, storage devices, network switches, etc.)

Availability 110

Availability Database Open Source Hardware 110

O'Reilly

NOVEMBER 21, 2019

These are tasks that comprise gaps in the midst of critical workflows or processes; tasks that (as often as not) connect or span separate programs, systems, or networks. prompts, a user like Maddie generates a training data set for a software robot to work with and learn from. A history lesson might be helpful here.

Processing 83

Processing Programming Virtualization Technology 83

Smashing Magazine

JULY 29, 2019

Failing that, we are usually able to connect to home or public WiFi networks that are on fast broadband connections and have effectively unlimited data. The speed of mobile networks, too, varies considerably between countries. As for mobile network connection type, 84.7% Kyrgyzstan, Kazakhstan and Ukraine follow at $0.27, $0.49

Cache 96

Cache Google Mobile Network 96

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 256

Media Design Innovation Strategy 256

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 187

Storage Design Scalability Latency 187

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 108

Open Source Artificial Intelligence Google Infrastructure 108

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 Efficiency Testing 143

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 140

Metrics Strategy Efficiency Testing 140

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 Efficiency Testing 130

O'Reilly

SEPTEMBER 19, 2023

A company then needed to train up their ops team to manage the cluster, and their analysts to express their ideas in MapReduce. And that brings our story to the present day: Stage 3: Neural networks High-end video games required high-end video cards. A basic, production-ready cluster priced out to the low-six-figures.

Hardware 99

Hardware Storage Big Data Blockchain 99

Smashing Magazine

NOVEMBER 22, 2021

In order to create change across our entire organization, we needed to get all the relevant employees, partners, and even customers up to speed about performance quickly and efficiently. And that in order to achieve this strategy implementing a culture of performance throughout the organization is a must.

Website 126

Website Performance Google Media 126

The Agile Manager

NOVEMBER 30, 2022

They have a flat screen but never broadcast sports or politics, only streamed images of nature or trains or the like. Decades ago, tech automated tasks that changed long standing business processes; management was fascinated as this made businesses more efficient. The manufacturer sold through a dealer network.

Social Media 52

Social Media FinTech Automotive Logistics 52

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 249

Architecture Best Practices Engineering Open Source 249

O'Reilly

OCTOBER 11, 2022

As a trend, it’s not performing well on Google; it shows little long-term growth, if any, and gets nowhere near as many searches as terms like “Observability” and “Generative Adversarial Networks.” What will cause those trends to end, and what strategies will the business need to adopt? Was it trained using biased, unfair data?

Games 116

Games Healthcare Processing Retail 116

Edge Perspectives

JULY 10, 2019

There are many ways of representing the Big Shift, but one dimension is the need to shift from institutional models driven by scalable efficiency to ones driven by scalable learning. But, if it were just about individual cells, there would be no ability to harness network effects and go exponential.

Scalability 85

Scalability Network Technology Technology 85

O'Reilly

MAY 19, 2020

Live online training, videos, books, certification prep, and more, from O’Reilly and our partner publishers. network engineer, at >2%) and management positions (IT manager, at close to 3%; operations manager at >1%). And about 10% work in technical management positions. Role of survey respondents.

Cloud 141

Cloud Serverless AWS Architecture 141

Smashing Magazine

SEPTEMBER 6, 2021

Next, we’ll look at how to set up servers and clients (that’s the hard part unless you’re using a content delivery network (CDN)). Using just a few (but still more than one), however, could nicely balance congestion growth with better performance, especially on high-speed networks. Servers and Networks. Network Configuration.

Network 104

Network Servers Cache Traffic 104

The Agile Manager

JUNE 23, 2007

The actual business solution is likely to involve increased regulatory compliance, complex process changes, constant training, ongoing supplier and customer management and integration, and so forth, all of which are increasingly complex due to multiplicity of parties, tighter value chain coupling, and geographic distribution, amongst other factors.

Technology 40

Technology Technology Energy Innovation 40

High Scalability

NOVEMBER 25, 2019

To add elasticity, reliability and durability, these data centers are connected to Google Cloud platform using high speed, secure Google Interconnect network. Version7 (Future): Move all compute to the public cloud, carve out more services for impact isolation, dynamic resource pooling to manage pets and cattle efficiently.

Architecture 52

Architecture Cache Azure Storage 52