AWS Machine Learning - AI

SEPTEMBER 6, 2024

Understanding the intrinsic value of data network effects, Vidmob constructed a product and operational system architecture designed to be the industry’s most comprehensive RLHF solution for marketing creatives. Perfect is determined as being given a 9/10 or 10/10 on the specific metrics by subject matter experts.

Generative AI 120

Generative AI Artificial Inteligence Data AWS 120

Apiumhub

NOVEMBER 13, 2023

Here are some of the top software architecture publishers we recommend: Software Architecture Publishers O’Reilly Media : O’Reilly is well-known for its technical books and online learning platform, which cover a wide range of programming, software development, and software architecture topics.

Architecture 91

Architecture Software eBook Software Development 91

Apiumhub

FEBRUARY 26, 2024

Data Flow Visualization Data Flow Diagrams: Depicts how data moves through a system, showing the flow of information between various components. System Architecture Visualization System Overview Diagrams: Provide a high-level view of the entire software system, including its components and their interactions.

Tools 80

Tools Software Software Development Analysis 80

Netflix Tech

AUGUST 24, 2022

It will become clear that the RL based solution to budget constrained recommendation problems fits well within the recommender system architecture for slate construction. Once we have a model for q , we can use that as the item scorer in the above slate recommender system architecture. If the discount factor ? =0,

Budget 74

Budget Construction Policies Comparison 74

Altexsoft

NOVEMBER 12, 2020

Metrics are crucial. Corresponds to “the more automation the better”, “metrics are crucial”. Measure uptime and availability of the system. Corresponds to “metrics are crucial”. According to SRE, a key precondition for a system’s success is availability. The more automation the better. Minimize toil.

DevOps 96

DevOps Engineering Software Review Weak Development Team 96

Tandem

JULY 26, 2023

Listen to Your Metrics, They Don’t Lie Resilient teams use metrics to measure their performance and identify areas for improvement. By analyzing these metrics, teams can identify trends, weaknesses, and areas for improvement. Monitoring and validation involve reactive or backward-looking metrics at lower maturity levels.

Technical Review 52

Technical Review Software Review Organization Technology 52

Altexsoft

OCTOBER 3, 2019

People analytics is the analysis of employee-related data using tools and metrics. Dashboard with key metrics on recruiting, workforce composition, diversity, wellbeing, business impact, and learning. Choose metrics and KPIs to monitor and predict. How are given metrics interconnected with each other? Source: SAP .

Analytics 16

Analytics Company Off-The-Shelf How To 16

Apiumhub

JULY 11, 2023

You may find the full interview with Mark in this article: Interview with Mark Richards Eoin Woods – Co-author of the book “Software Systems Architecture” & “Software Architecture Metrics” “Pragmatism is what allows innovation to be effective and thrive.

Software Development 87

Software Development Innovation Weak Development Team Software 87

Kentik

APRIL 16, 2023

Observability and its SRE (site reliability engineer) champions have risen in demand as applications have evolved into these deeply distributed architectures. Following are a few key ways NetOps and DevOps can collaborate to make more reliable systems.

Network 64

Network Applications Development Load Balancer 64

Apiumhub

AUGUST 10, 2023

Ben is the author of seven books, including “The Well-Grounded Java Developer”, “Optimizing Java” and the new editions of “Java in a Nutshell” Nathaniel Schutta: Software Architect & Professor at the University of Minnesota.

Fractional CTO 84

Fractional CTO Architecture Conference Software 84

Datavail

APRIL 6, 2022

This should include asking questions like: What is the system architecture? Selecting the right metrics. Before you begin, make sure you choose the most informative metrics and key performance indicators (KPIs), so that you can track the project from onset to completion and beyond. Where is the source code stored?

Azure 52

Azure Metrics Test-Driven Development Applications 52

Honeycomb

AUGUST 23, 2021

The challenges with existing monitoring, metrics, and logging solutions. The customers interviewed shared the challenges they faced with their legacy solutions, including metrics and logs, which didn’t provide the real-time querying and high-cardinality analytics they needed and made it difficult to find causes of incidents in production. .

Study 52

Study Systems Review Technical Review Software Review 52

Altexsoft

AUGUST 21, 2019

While the main responsibility is to take charge of the Extract, Transform, Load stage, an ETL developer performs tasks connected with data analytics, testing, and system architecture. Data warehouse architecture. Provide system architecture for each element and the whole data pipeline. Data modeling.

Development 44

Development Software Engineering Data Engineering Architecture 44

O'Reilly Media - Ideas

FEBRUARY 27, 2024

. $ sudo /bin/sh -c "$( curl -fsSL [link] Enter the plugin name: github Enter the version (latest): Discovered: - PostgreSQL version: 14 - PostgreSQL location: /usr/lib/postgresql/14 - Operating system: Linux - System architecture: x86_64 Based on the above, steampipe_postgres_github.pg14.linux_amd64.tar.gz linux_amd64.tar.gz

Open Source 107

Open Source Examples Authentication Data 107

LeanEssays

JULY 14, 2019

It took some years to evolve to a software architecture that supported such teams, but eventually small, independent services owned by two-pizza teams made up the core of Amazon’s infrastructure. That’s when newly minted internet companies tried to grow systems many times larger than any enterprise could manage.

Software Review 91

Software Review Software Engineering Weak Development Team Continuous Delivery 91

Netflix Tech

OCTOBER 18, 2019

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., And finally each new observation needs to update the policy, compute offline policy evaluation metrics and then push the policy back to production so it can generate new intents to treat.

Metrics 52

Metrics Policies Infrastructure Architecture 52

Netflix Tech

FEBRUARY 4, 2019

System architecture The Campaign Management Service relies on a variety of technologies to achieve its goals. The system retrieves live campaign performance data from ad platforms and calculates the budget allocation per country and platform based on the current spend and the number of days remaining in the campaign.

Media 55

Media Marketing Engineering Budget 55

Altexsoft

MARCH 23, 2020

A CTO decides what metrics you should track and what requirements a system needs to fulfill to be considered healthy. A CTO has to track the product success, monitor product management metrics , and correct the tech strategy if needed. System architecture tasks. “Are you still a coder?” by CommitStrip.

CTO 76

CTO Technical Review Technical Advisors CTO Coach 76

Netflix Tech

FEBRUARY 9, 2021

The system architecture now takes the form of: Notice that tokens never traverse past the Edge gateway / EAS boundary. On the response path, the EAS Outbound Filter determines, with help from the Edge Authentication Services as needed, generates the tokens needed to send back to the client device.

Authentication 91

Authentication Systems Review Architecture Microservices 91

Apiumhub

MARCH 22, 2023

CTO of Endava is Eoin Woods – co-author of the well-known book “Software Systems Architecture” and who was the recipient of the 2018 Linda N. Northrup Award for Software Architecture, awarded by the SEI at Carnegie Mellon University.

Software Development 52

Software Development Software Development Fractional CTO 52

Apiumhub

MARCH 9, 2023

Every year, Apiumhub organizes the Global Software Architecture Summit, an event that reunites leading software architects such as Mark Richards, Michael Feathers, Nick Tune, Sandro Mancuso, Eoin Woods, Diana Montalion, and others.

Software Review 77

Software Review Technical Review Software Software Development 77

Netflix Tech

OCTOBER 18, 2019

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., And finally each new observation needs to update the policy, compute offline policy evaluation metrics and then push the policy back to production so it can generate new intents to treat.

Metrics 40

Metrics Policies Infrastructure Architecture 40

Perficient

JUNE 27, 2024

System Design & Architecture: Solutions are architected leveraging GCP’s scalable and secure infrastructure. Detailed design documents outline the system architecture, ensuring a clear blueprint for development. Applications are integrated with existing systems to ensure compatibility and performance.

Google Cloud 52

Google Cloud Applications Cloud Automotive 52

Honeycomb

FEBRUARY 17, 2023

If you’re unfamiliar, a service map is a graph-like visualization of your system architecture that shows all of its components and dependencies. My favorite success metric, though, is hearing directly from users that they find it—well, useful! Even better is seeing service map’s usefulness in ways we didn’t anticipate.

Engineering 52

Engineering System System Architecture Architecture 52

Datavail

JANUARY 2, 2024

This includes evaluating aspects such as system architecture, hardware, software, and various performance metrics that will enable your business to identify potential roadblocks or barriers that may negatively impact the migration.

AWS 52

AWS Cloud Performance Hardware 52

Exadel

OCTOBER 11, 2022

For example, an Associate (Junior) QA engineer should know what a test case (TC) is and be able to write clear TCs, but it is not necessary to have experience in writing a test plan or defining test metrics. Still, an Associate QA should have a deep understanding of QA theory behind those tasks and why they’re important for the team.

Testing 52

Testing Quality Assurance Knowledge Base Guidelines 52

Netflix Tech

DECEMBER 14, 2018

In this post we will provide details of the NMDB system architecture beginning with the system requirements?—?these these will serve as the necessary motivation for the architectural choices we made. For example, “requests-per-second” (RPS) is commonly used to auto-scale micro services to serve increased reads or queries.

Media 97

Media Systems Review Storage Performance 97

Hacker Earth Developers Blog

JUNE 26, 2020

We’ll monitor the main state of the system. Like you will, you’ll have to design the main metrics. And really design the system end-to-end on both the backend and the front end, that of UI. And here I am like a new employee, that’s not like, Hey, let’s go see some that will tell us how we do like that.

Internet 154

Internet Engineering Architecture Network 154

CircleCI

SEPTEMBER 22, 2021

Which operating system is the best environment for this function: Windows, Linux, Unix, or another one? What system architecture should our host system have: x64, x86, mainframe, or something else? Your metric should be efficiency. Do not limit yourself to hardware solutions. Reliability.

Systems Review 59

Systems Review System Microservices SOA 59

Modus Create

JUNE 18, 2021

Similarly, it becomes equally important to evaluate the infrastructure, CI/CD, and system architecture to find gaps and vulnerabilities. Most of their important metrics and KPIs revolve around growth, such as LTV, Churn, and MRR. A source code review helps find and fix such errors. – IBM Survey. High-growth startups.

Software Review 40

Software Review Development Team Review Technical Review Systems Review 40

Kentik

APRIL 3, 2018

The kprobe agent produces flow data enriched with performance metrics and layer 7 details which are stored in the Kentik Data Engine. Networking teams no longer need to be limited by unresponsive tools, aggregated stats, and data deadends.

Network 40

Network WAN Policies LAN 40

Altexsoft

JUNE 26, 2019

Based on the end-user feedback, the QA team can also provide software quality metrics to measure progress in terms of UAT. At the end of each iteration, acceptance testing produces deliverables that are used to modify requirements/system architecture/UX style guides, etc. Choose the time and form of end-user testing.

Quality Assurance 85

Quality Assurance Testing Weak Development Team Software Review 85

Brainvire

OCTOBER 22, 2018

Query – Ask any question or perform any type of search – structured, unstructured, geo, metric, etc. It ideated the Vision 360 project few years back, with an aim to re-architect and digitize its system architecture across all of its web and mobile-enabled portals and applications. Let’s explore its robust features –.

Industry 40

Industry Case Study Automotive Healthcare 40

Altexsoft

SEPTEMBER 16, 2021

This process involves numerous pieces working as a uniform system. Digital twin system architecture. A digital twin system contains hardware and software components with middleware for data management in between. Components of the digital twin system. The twinning, however, doesn’t happen out of thin air.

IoT 64

IoT Technical Review Technical Advisors Energy 64

Instaclustr

MAY 19, 2021

Performance numbers, system health, and growth projections are derived from the decomposed data elements. Reporting typically a subset of the data in a warehouse that is dedicated to a particular consumer with nice charts and graphs to show key business metrics. Operational Data Storage (ODS) also called a “single source of truth”.

Database Administration 36

Database Administration Storage Weak Development Team Open Source 36

Apiumhub

JULY 7, 2020

If you remember my article about Software Architecture Quality Attributes , you know that we have been conducting a survey to find out key software architecture metrics that leading companies and software architects use. As quality of a software’s architecture is essential, yet very difficult to apprehend and measure.

Metrics 95

Metrics Architecture Research Software 95

Mobilunity

JANUARY 10, 2025

Knowledge Transfer: Risk of Losing Critical Information Contractors often work on short-term projects, and when they leave, theres a risk of losing critical knowledge about the project, system architecture, or workflows. For example, a fintech project gets a remote programmer to implement a new API for their payment processing system.

Software Development 40

Software Development Software Review Technical Review Software 40