O'Reilly Media - Ideas

JULY 28, 2020

The first step in building an AI solution is identifying the problem you want to solve, which includes defining the metrics that will demonstrate whether you’ve succeeded. It sounds simplistic to state that AI product managers should develop and ship products that improve metrics the business cares about. Agreeing on metrics.

Marketing 145

Marketing Weak Development Team Metrics UI/UX 145

Accenture

APRIL 3, 2019

Microservices architecture has become popular over the last several years. Many organizations have seen significant improvements in critical metrics such as time to market, quality, and productivity as a result of implementing microservices. When done properly, microservices architecture can offer significant quantifiable benefits.

Microservices 92

Microservices Technical Review Software Review Systems Review 92

Openxcell

MAY 4, 2023

Generative Design Generative design refers to a digital designing technique that uses AI algorithms to generate new design options keeping in mind certain parameters and metrics. Fashion Design Another area that is successfully employing AI is the Fashion design industry. Here are a few such technologies to watch out for.

UI/UX 52

UI/UX Artificial Inteligence Artificial Intelligence Industry 52

Openxcell

MAY 4, 2023

Generative Design Generative design refers to a digital designing technique that uses AI algorithms to generate new design options keeping in mind certain parameters and metrics. Fashion Design Another area that is successfully employing AI is the Fashion design industry. Here are a few such technologies to watch out for.

UI/UX 52

UI/UX Artificial Inteligence Artificial Intelligence Industry 52

DataRobot

MARCH 31, 2022

Fashions change with the seasons. One of the most popular AI governance architectures is human-over-the-loop. Service Health tracks metrics about a deployment’s ability to respond to prediction requests quickly and reliably. It’s a bit like steering a car by looking out the rear window. But the world is continually changing.

Load Balancer 52

Load Balancer Metrics Government Telecommunications 52

Netflix Tech

OCTOBER 18, 2019

It featured three relevant talks from LinkedIn, Netflix and Facebook, and a platform architecture overview talk from first time participant Dropbox. The key insight was that by assuming a latent Gaussian Process (GP) prior on the key business metric actions like viral engagement, job applications, etc.,

Metrics 50

Metrics Policies Infrastructure Architecture 50

O'Reilly Media - Ideas

JULY 5, 2023

Facebook/Meta has created a new large model called I-JEPA (Image Joint Embedding Predictive Architecture). Metrics tend to be technical, ignoring personal issues like developer satisfaction, the friction they encounter day-to-day, and other aspects of lived experience. How do you measure developer experience?

Artificial Inteligence 95

Artificial Inteligence Trends Software Review 3D 95

Netflix Tech

OCTOBER 18, 2019

It featured three relevant talks from LinkedIn, Netflix and Facebook, and a platform architecture overview talk from first time participant Dropbox. The key insight was that by assuming a latent Gaussian Process (GP) prior on the key business metric actions like viral engagement, job applications, etc.,

Metrics 40

Metrics Policies Infrastructure Architecture 40

Netflix Tech

AUGUST 30, 2021

Users then effectively run tests by connecting their devices to the RAE in a plug-and-play fashion. System Setup Architecture The following diagram summarizes the architecture description: Figure 1: Event-sourcing architecture of the Device Management Platform.

Software Review 85

Software Review Systems Review Windows Testing 85

Apiumhub

JANUARY 12, 2021

Apiumhub team organized a Software Architecture Interview with João Rosa – GSAS speaker , Apium Academy Professor and Strategic Software Delivery Consultant @ Xebia to know more about key issues he has faced in the industry as well as recommendations he would like to give to his software architecture peers. .

Architecture 54

Architecture Software Review Software Systems Review 54

Daniel Bryant

JUNE 28, 2018

The design and technical qualities of Envoy make it an ideal proxy for modern (micro)service-based architectures and other data store and middleware services that communicate via Layer 7 (L7) protocols. The L7 filter architecture means that it is easy to customise and augment Envoy.

Load Balancer 40

Load Balancer PHP Open Source Architecture 40

Cloudera

SEPTEMBER 9, 2021

That type of architecture results in consolidation of compute and storage resources by up to a factor of 6 (moving to COD from an HA based IaaS model) reducing associated cloud infrastructure costs. . Composable architectures for end-to-end use cases: Instead of adding a different service (e.g., Conclusion. Acknowledgment.

Storage 95

Storage Azure Technical Review Database Administration 95

Stackery

DECEMBER 6, 2019

Tod introduced a high-level sample architecture for SaaS with serverless: web application (in this case, React hosting in an S3 Bucket) ? He explained that tenant organization is critical: you don’t want to rewrite your entire app because you added other supporters as tenants in a disorganized fashioned. Ok, I think I’m good so far!”.

Serverless 52

Serverless Lambda Microservices AWS 52

Mike Roberts

NOVEMBER 16, 2017

Even better for deployment-architecture-oriented folks?—?Lambda Furthermore the way Lambda scales gives us a set of architectural points to consider when we’re building components this way. This makes it a great metric to set a Cloudwatch Alarm for. No configuration or management?—?it it just happens.

Lambda 52

Lambda AWS Software Review Serverless 52

Mike Roberts

NOVEMBER 16, 2017

Even better for deployment-architecture-oriented folks?—?Lambda Furthermore the way Lambda scales gives us a set of architectural points to consider when we’re building components this way. This makes it a great metric to set a Cloudwatch Alarm for. No configuration or management?—?it it just happens.

Lambda 40

Lambda AWS Software Review Serverless 40

Confluent

FEBRUARY 13, 2019

Part 1 of this series discussed why you need to embrace event-first thinking, while this article builds a rationale for different styles of event-driven architectures and compares and contrasts scaling, persistence and runtime models. In this way, we don’t think about solution architecture in just one dimension. Data evolution.

Architecture 90

Architecture Programming Microservices Serverless 90

Altexsoft

APRIL 24, 2019

In terms of software architecture, two types of dynamic pricing solutions are available on the market. Businesses can set up a product to align pricing recommendations with performance metrics of interest, for instance, margin, turnover or profit maximization, inventory optimizations, etc. says Shartsis. KPI-driven pricing.

Machine Learning 73

Machine Learning Artificial Inteligence Software Review Retail 73

Tenable

JUNE 26, 2023

While both present a serious risk, the exploitation requirements for attackers, access provided if successful, and impact to the organization could vary depending on the architecture and defenses in place. To expand on the concept of Attack Complexity, a new binary metric called Attack Requirements has been introduced.

Metrics 53

Metrics Weak Development Team System Internet 53

Honeycomb

MARCH 24, 2022

If you have a simpler architecture, does o11y matter?” — this question came up during recent office hours. On both counts—yeah, it sorta came out of microservices and cloud native, and yeah sorta, you need it with a simpler architecture (though perhaps not as desperately as you otherwise might). Yeah, sort of. For instance: .

Microservices 57

Microservices Architecture Metrics Lambda 57

Cloudera

AUGUST 16, 2021

In this blog post we’re revisiting the challenges that come with running Apache NiFi at scale before we take a closer look at the architecture and core features of CDF-PC. A new cloud-native architecture. Use KPIs to track important data flow metrics. The need for a cloud-native Apache NiFi service.

Cloud 122

Cloud KPI Metrics Resources 122

Honeycomb

SEPTEMBER 23, 2021

If you think observability is merely a more fashionable term for monitoring, you’re missing its value. You can derive metrics, logs and traces from arbitrarily-wide structured events (which o11y is defined by). You can still get insight into the internal state of systems from their external data even if those are just metrics or logs.

Metrics 122

Metrics DevOps System Microservices 122

BPM

JANUARY 18, 2019

Now we’re seeing AI dominating the conversations (without a lot of actual adoption in the early majority), and RPA creating a lot of buzz, though companies adopting it are starting to realize that scaling an RPA based automation architecture is flawed by design. This requires a new architecture capable of true scale and speed.

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Weak Development Team 111

Netflix Tech

FEBRUARY 9, 2021

Plus, the architecture of the Edge tier was evolving to a PaaS (platform as a service) model, and we had some tough decisions to make about how, and where, to handle identity token handling. Critical identity data was being propagated throughout the server ecosystem in an inconsistent fashion. We are serving over 2.5

Authentication 88

Authentication Systems Review Architecture Microservices 88

Lacework

SEPTEMBER 18, 2023

It also has to be done in an automated fashion — spreadsheets were never a good method. Ask: to what metrics will this role be held accountable? Take these metrics and start to parse them. Set some starting metrics to follow around response times, remediation times, number of requests, exceptions, and so on. Clean code?

Security 83

Security Software Review CTO Systems Review 83

Mike Roberts

MARCH 14, 2018

SAR apps can consist of multiple (or no) Lambda functions, can create other resources, and (more importantly) SAR offers self-service for publishers to distribute their applications Limitations / Warnings / Gotchas SAR is a brand new service, and in typical AWS ‘first release’ fashion, is both (rightly) limited in scope and has some rough edges.

Serverless 40

Serverless AWS Applications Lambda 40

Mike Roberts

MARCH 14, 2018

SAR apps can consist of multiple (or no) Lambda functions, can create other resources, and (more importantly) SAR offers self-service for publishers to distribute their applications Limitations / Warnings / Gotchas SAR is a brand new service, and in typical AWS ‘first release’ fashion, is both (rightly) limited in scope and has some rough edges.

Serverless 40

Serverless AWS Applications Lambda 40

Confluent

MAY 9, 2019

Storing events in a stream and connecting streams via stream processors provide a generic, data-centric, distributed application runtime that you can use to build ETL, event streaming applications, applications for recording metrics and anything else that has a real-time data requirement. Pillar 2 – Instrumentation plane: Business metrics.

Microservices 93

Microservices Metrics Systems Review Architecture 93

Cloudera

FEBRUARY 28, 2024

Before you begin The following tutorial assumes that you are familiar with SRM concepts like replications and replication flows, replication policies, the basic service architecture of SRM, as well as prefixless replication. This property specifies the cluster that the SRM service role will gather replication metrics from (i.e.

Testing 70

Testing Big Data Tools Data 70

O'Reilly Media - Ideas

MARCH 1, 2023

Methodology This report is based on our internal “units viewed” metric, which is a single metric across all the media types included in our platform: ebooks, of course, but also videos and live training courses. We use units viewed because it measures what people actually do on our platform. growth over 2021.

Trends 133

Trends Technical Review Technology Software Review 133

The Agile Monkey

NOVEMBER 27, 2018

Utilizing AWS Hosted Technologies to Bootstrap a Simple Cloud E-Commerce Solution A Very Brief Serverless Introduction There are plenty of blog posts and documentation that give introductions to serverless architectures in general and specific providers and technologies. More entry points for hackers?—?With How good is this application?

Serverless 40

Serverless AWS Architecture Microservices 40

Altexsoft

NOVEMBER 9, 2021

Consider applying this approach if you work in a less stable environment, e.g., automotive market, fashion, or food products. Procurement metrics and KPIs. We’ll describe the most essential metrics, but the list is nowhere near exhaustive since every company should choose the ones that fit best, depending on the business size and type.

Analytics 52

Analytics Software Review Systems Review Technical Review 52

AWS Machine Learning - AI

MAY 7, 2024

With SageMaker JumpStart, you can evaluate, compare, and select FMs quickly based on predefined quality and responsibility metrics to perform tasks like article summarization and image generation. As an AI professional, he is an active member of the AWS AI/ML Area-of-Depth team.

Artificial Inteligence 88

Artificial Inteligence Technical Review Systems Review Software Review 88

Sailpoint

MAY 21, 2019

At SailPoint, Performance Engineering focus expands beyond the core responsibilities of technical performance evaluations such as capturing and understanding performance metrics from our software. Research We Do. We gather that information and apply it to the business cases that call into the systems being tested.

Engineering 45

Engineering Performance Software Review Technical Review 45

Kentik

MAY 15, 2017

Getting from that to a truly self-driving network will require a feedback loop in which brain-like components consume massive amounts of information about network traffic and dynamically re-program the network based on metrics and analytics. latency sensitive vs. insensitive).

Network 40

Network Metrics Hardware Big Data 40

Daniel Bryant

SEPTEMBER 2, 2018

However, the new architectures and technologies that are emerging as part of the cloud native development space?—?microservices, The re-usable remote infrastructure pattern is often implemented in a bespoke fashion, with platform teams provisioning multiple test environments that can be leased on-demand by engineers.

Software Review 40

Software Review Systems Review Technical Review Cloud 40

Daniel Bryant

APRIL 4, 2019

A codified definition of business success: in a similar fashion to basic observability, you will need to identify a series of metrics that indicate success in relation to a business hypothesis or goal. If the metrics show a negative impact, then you can change the traffic shifting weight to 0 and investigate the issue.

Applications 40

Applications Metrics Continuous Delivery Testing 40

Honeycomb

AUGUST 12, 2021

Taken all together, Honeycomb’s core feature set and desired functionality is very much responsible for many of its architecture decisions: There should be no rigid schemas, so it’s easy to make your events as wide as possible. So it makes the most sense to store events in a column-oriented fashion.

Storage 142

Storage Data Examples System 142