Randon ASCII

JANUARY 12, 2022

That meant I started having regular meetings with the hardware engineers who were working with IBM on the CPU which gave me even more expertise on this CPU, which was critical in helping me discover a design flaw in one of its instructions , and in helping game developers master this finicky beast. So, anyway. I wrote a lot of benchmarks.

Cache 126

Cache Latency Benchmarking Hardware 126

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

ACM Sigarch

MAY 31, 2023

using Compute Express Link or CXL), organizing memory components for optimal performance, adapting system software traditionally designed for homogeneous memory systems, and developing memory abstractions and programming constructs for HCM management. Figure 2: Latency characteristics of memory technologies (source: Maruf et al.,

Latency 52

Latency Hardware Cache Architecture 52

The Netflix TechBlog

NOVEMBER 20, 2023

Whether in analyzing A/B tests, optimizing studio production, training algorithms, investing in content acquisition, detecting security breaches, or optimizing payments, well structured and accurate data is foundational. The incremental processing solution (IPS) described here has been designed to address the above problems.

Processing 210

Processing Big Data Efficiency Engineering 210

Dynatrace

JANUARY 31, 2024

In the age of AI, data observability has become foundational and complementary to AI observability, data quality being essential for training and testing AI models. Data observability is crucial to analytics and automation, as business decisions and actions depend on data quality.

DevOps 192

DevOps Analytics Airlines Metrics 192

Adrian Cockcroft

JANUARY 20, 2023

However the latest AI/ML optimized GPUs are reducing support for 64bit floating point in favor of 8, 16, and 32bit options that provide better performance for training and inference workloads. The emergence of chiplet technology also allows higher performance and integration without having to design every chip from scratch.

Architecture 52

Architecture Latency Benchmarking AWS 52

Scalegrid

JANUARY 12, 2024

High availability storage options within the context of cloud computing involve highly adaptable storage solutions specifically designed for storing vast amounts of data while providing easy access to it. Storage is a critical aspect to consider when working with cloud workloads. Additionally.

Cloud 130

Cloud Virtualization Storage Efficiency 130

CSS Wizardry

MARCH 3, 2019

If, however, there wasn’t a new file on the server, we’ll bring back a 304 header, no new file, but an entire roundtrip of latency. We can completely cut out the overhead of a roundtrip of latency. On high latency connections, this saving could be tangible. Live Train Timetable Page. stale-while-revalidate.

Cache 264

Cache Latency Strategy Servers 264

Dynatrace

DECEMBER 2, 2021

By shifting production-level SLOs left into development , you can design apps to meet production SLOs to increase resilience and reliability far before there is actual downtime. This trains your teams to be proactive in maintaining software quality and saves you money by avoiding downtime. How SLOs work.

Metrics 191

Metrics Best Practices DevOps Infrastructure 191

The Morning Paper

JUNE 13, 2019

As we saw with the SOAP paper last time out, even with a fixed model variant and hardware there are a lot of different ways to map a training workload over the available hardware. The following figure highlights how just one of these variables, batch size, impacts throughput and latency on ResNet50. We term this interface model-less.

Hardware 58

Hardware Latency Serverless Energy 58

The Morning Paper

JULY 7, 2019

More specifically, we’ll be looking at the results of an internal study with over 500 participants designed to figure out how product development and software engineering is changing at Microsoft with the rise of AI and ML. Models have a provenance tag explaining which data it has been trained on and which version of the model was used.

Software Engineering 92

Software Engineering Engineering Software Software 92

Alex Russell

MAY 9, 2022

This is a complex topic, but to borrow from a recent post , web performance expands access to information and services by reducing latency and variance across interactions in a session, with a particular focus on the tail of the distribution (P75+). Consistent performance matters just as much as low average latency.

Performance 86

Performance Latency Metrics Engineering 86

Apica

JULY 1, 2022

The Apica Difference Apica is designed to give you a complete end-to-end picture of your streaming performance from the user’s perspective. All you need to do is point the script to the location of your video assets for testing, and you’re ready to go with no need for specialized training.

Internet 52

Internet Internet Latency Virtualization 52

All Things Distributed

SEPTEMBER 25, 2017

This Region will consist of three Availability Zones at launch, and it will provide even lower latency to users across the Middle East. This gives startups access to guidance and 1:1 time with AWS experts, as well as web-based training, self-paced labs, customer support, third-party offers, and up to $100,000 USD in AWS service credits.

Cloud 152

Cloud Education Energy Government 152

The Morning Paper

OCTOBER 10, 2019

To make all this work at scale, two important additional features are the use of subsampling to ensure scalability across hundreds of thousands of classes, and a binarization module to reduce the storage costs and prediction latency. The Flashlight, Lens, and Shop-The-Look datasets are all used as inputs to the training process.

Latency 58

Latency Storage Architecture Traffic 58

Testsigma

DECEMBER 18, 2019

Complete test coverage should include scenarios on latency, speed, security, and usability. Not providing proper training to team members. Training and adaptation. The introduction of any tool requires proper training of the tool to the members who will be using it. The best way to do this is by offering training.

Testing 73

Testing Open Source Strategy Processing 73

The Morning Paper

MAY 14, 2019

Last time around we looked at the DeathStarBench suite of microservices-based benchmark applications and learned that microservices systems can be especially latency sensitive, and that hotspots can propagate through a microservices architecture in interesting ways. on end-to-end latency) and less than 0.15% on throughput.

Big Data 45

Big Data Cloud Performance Hardware 45

Dynatrace

SEPTEMBER 30, 2021

It requires purchasing, powering, and configuring physical hardware, training and retaining the staff capable of servicing and securing the machines, operating a data center, and so on. This can dramatically decrease network latency and its effect on the end-user experience. Establish a clear set of goals and outcomes.

Cloud 165

Cloud Traffic Best Practices Strategy 165

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. You need to watch out for complex design elements, large media files, or slow browser rendering can delay the time it takes for the largest contentful element to render.

Performance 74

Performance Cache Traffic Metrics 74

O'Reilly

JANUARY 16, 2024

I’m personally interested in this topic since I am a professor who researches human-computer interaction, user experience design, and cognitive science , so AI voice interfaces are fascinating to me. I’ve recently been brainstorming ideas for how to design such a system and how to deal with the practical challenges of scaling and maintenance.

Entertainment 73

Entertainment Internet Internet Design 73

The Morning Paper

MAY 28, 2019

The resulting system can integrate seamlessly into a scikit-learn based development process, and dramatically reduces the total energy usage required for classification with very low latency. Introducing race logic. Race logic encodes values by delaying signals. We can execute those tests in parallel rather than sequentially.

Energy 52

Energy Hardware Efficiency Architecture 52

IO River

NOVEMBER 15, 2023

For example, if a request activates a rule designed to block SQL injection attempts, the WAF might automatically block that request, preventing it from reaching your web application.‍Security Custom rules can be designed to look for typical SQL injection patterns like UNION SELECT, --, or /*.‍2.

Traffic 52

Traffic Network Logistics Architecture 52

Alex Russell

JANUARY 30, 2024

Engineering is the discipline of designing solutions under specific constraints. If you or your company are able to generate a credible worldwide latency estimate in the higher percentiles for next year's update, please get in touch. For topological reasons I expect next year's report to show similar progress in bandwidth but not RTTs.

Performance 90

Performance Network Mobile Speed 90

IO River

NOVEMBER 2, 2023

For example, if a request activates a rule designed to block SQL injection attempts, the WAF might automatically block that request, preventing it from reaching your web application.‍Security Flywheel‍‍When it comes to fortifying web applications, think of security as a flywheel—an ever-revolving cycle that gains momentum with each turn.

Traffic 40

Traffic Network Logistics Architecture 40

Alex Russell

APRIL 29, 2021

Education, tools, and training all support the premise that supporting more browsers is better ( ceteris paribus ), creating a substantial incentive to grease squeaky wheels. For heavily latency-sensitive use-cases like WebXR, this is a critical component in delivering a good experience. Offscreen Canvas.

Media 145

Media Games Education Engineering 145

Alex Russell

JUNE 20, 2020

Rendering text is important (think login screens), but there's no product without low-latency, adaptive codecs, networking, and camera/microphone access. You're usually better off tackling latency with aggressive performance budgeting. ??. They needed what early browsers could do, but much, much more as well.

Hardware 55

Hardware Games Java Media 55

O'Reilly

JULY 20, 2021

But we, as technologists, have typically ignored our own expectations when designing and building those devices. If the devices aren’t designed with those expectations in mind, they’re destined for the landfill. When designing an experience, you need to consider the identity context and where the experience will take place.

Google 121

Google Games Technology Technology 121

The Agile Manager

AUGUST 23, 2007

It is also not uncommon for a company to belittle the value of management by defining it as a collection of supervisory or hygienic tasks e.g., to ensure everybody on a team has taken requisite compliance training each quarter and submits their timesheet each week.

Innovation 40

Innovation Technology Technology Latency 40

Alex Russell

NOVEMBER 6, 2013

It’s difficult to design or run experiments about UI framework adoption. Users, designers, and platforms all co-evolve our visual language. Using HTML that all browsers understand saves on complexity, latency, and confusion — assuming that HTML has something that says what you mean.

Engineering 40

Engineering Technology Technology Systems 40

Smashing Magazine

AUGUST 22, 2021

Because we are dealing with network protocols here, we will mainly look at network aspects, of which two are most important: latency and bandwidth. Latency can be roughly defined as the time it takes to send a packet from point A (say, the client) to point B (the server). Two-way latency is often called round-trip time (RTT).

Performance 106

Performance Network Latency Servers 106