AWS Machine Learning - AI

DECEMBER 12, 2023

Variety of tasks such as speech recognition, text generation, and question answering are demonstrated to have stupendous performance by these model architectures. Several recent models such as NeoX , Falcon , Llama use the GPT architecture as a backbone. Both are decoder models following similar architectural design as Chat GPT3.

AWS 118

AWS Artificial Inteligence Training Meeting 118

Netflix Tech

NOVEMBER 13, 2023

In this blog post, we will introduce speech and music detection as an enabling technology for a variety of audio applications in Film & TV, as well as introduce our speech and music activity detection (SMAD) system which we recently published as a journal article in EURASIP Journal on Audio, Speech, and Music Processing.

Journal 92

Journal Training Architecture Systems Review 92

Tenable

JANUARY 12, 2023

Mitigation recommendations include: Monitor and restrict inbound and internal cloud network communications. APT10, a cyber espionage threat actor sponsored by China, has fine-tuned its attacks, advancing from basic cloud account hijacking to more sophisticated compromising of virtual private network (VPN) technologies, according to Google.

Cloud 52

Cloud Backup Malware Google Cloud 52

AWS Machine Learning - AI

JUNE 18, 2024

With more access to vast amounts of reports, books, articles, journals, and research papers than ever before, swiftly identifying desired information in large bodies of text is becoming invaluable. The following diagram illustrates the solution architecture. The main inputs are the document image and target entities.

Artificial Inteligence 121

Artificial Inteligence Generative AI AWS Machine Learning 121

Confluent

MARCH 19, 2019

Most contemporary software architectures are some mix of these two approaches. I will attempt to articulate in layman’s terms what an event-driven architecture (EDA) is and contrast it with service-oriented architecture (SOA). On a humorous note, perhaps SOA should really be called CDA for client-driven architecture.

SOA 110

SOA Architecture Analytics Technical Review 110

Palo Alto Networks

MAY 1, 2019

How the Principles of Journalism Help Define Zero Trust Policy. For years, I have used the Kipling Method to help companies define policy and build Zero Trust networks. In order to actually apply the Kipling Method and build a real Zero Trust architecture, you need to understand why it cannot be done with Layer 3 technologies.

Technical Review 81

Technical Review Firewall Policies Network 81

Perficient

JANUARY 25, 2024

Machine Learning Era (1990s-2010s): Machine Learning Era The dawn of this era was defined by a paradigm shift towards data-driven approaches, primarily through the advent and refinement of machine learning and artificial neural networks. Beyond NLP: A Versatile Architecture: The versatility of transformers is not confined to NLP.

Generative AI 52

Generative AI Artificial Inteligence Artificial Intelligence Training 52

O'Reilly Media - Ideas

JUNE 18, 2024

What’s missing is the right architecture for the AI ecosystem, and the right business model. Journalism professor Jeff Jarvis put it well in a response to an earlier draft of this piece: “It is in the public good to have AI produce quality and credible (if “hallucinations” can be overcome) output.

How To 142

How To Generative AI Training Artificial Inteligence 142

Dion Hinchcliffe's Web 2.0 Blog

JUNE 17, 2009

Architectures is now out from O'Reilly as of this month. Amazon UK nearly sold out almost immediately and we're making it standard issue for the architecture course at Web 2.0 architectures in design pattern form (in fact, the book was originally entitled Web 2.0 Architectures Hacking the Web's Network Effect.

Architecture 53

Architecture SOA Software Review Journal 53

The Agile Manager

DECEMBER 31, 2022

more flight cancellations), and both the weather and operations were changing throughout Southwest's route network. The culprit, according to people at Southwest quoted by the Wall Street Journal, was scheduling technology that could not sufficiently scale and is nearing end-of-life.

Weak Development Team 52

Weak Development Team Sustainability Airlines Journal 52

Palo Alto Networks

MAY 1, 2019

How the Principles of Journalism Help Define Zero Trust Policy. For years, I have used the Kipling Method to help companies define policy and build Zero Trust networks. In order to actually apply the Kipling Method and build a real Zero Trust architecture, you need to understand why it cannot be done with Layer 3 technologies.

Technical Review 50

Technical Review Firewall Policies Network 50

Cloudera

NOVEMBER 8, 2022

Write pipeline V2 increases the performance by providing better network topology awareness and removing the performance bottlenecks in V1. The pipeline transactions are distributed but not dependent on a central agent because each pipeline in Ozone has its own Raft log for storing its journal. As an example, the V1 pipeline in Fig I.2

Technical Review 82

Technical Review Systems Review Storage Travel 82

The Cipher Brief

JUNE 2, 2021

The government’s information architecture will have to be re-configured to meet the challenge posed by the Chinese state. Government requires timely insight in order to be less reactive, deliver earlier and less costly interventions, and exploit the global diplomatic and intelligence network to protect UK interests overseas.

Organization 35

Organization Journal Government Artificial Inteligence 35

Netlify

JULY 5, 2020

Erin has since become the Managing Editor of the Project, which is run by The Atlantic’s Alexis Madrigal and a network of volunteers. At Jamstack Conf 2020 , Erin told the story of how The COVID Tracking Project evolved from a spreadsheet to a scalable website, enabled by the Jamstack architecture, Contentful, Algolia, and Netlify.

Testing 52

Testing Journal Resources Architecture 52

Tenable

JULY 14, 2023

By exploiting a CI/CD environment, MCAs can gain an entryway into corporate networks and access sensitive data and services.” “MCAs (malicious cyber actors) can multiply impacts severalfold by exploiting the source of software deployed to multiple operational environments,” the guide reads. “By

Weak Development Team 52

Weak Development Team Software Review Software Technical Review 52

elsua: The Knowledge Management Blog

JULY 11, 2007

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Network 40

Network Social Wireless Linux 40

elsua: The Knowledge Management Blog

MAY 7, 2008

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Social 40

Social Network Wireless Linux 40

Altexsoft

MAY 12, 2022

Source: A Deep Learning Model for Snoring Detection ( Electronic Journal, Vol.8, Since audio features come in the visual form (mostly as spectrograms), it makes them an object of image recognition which relies on deep neural networks. There are several popular architectures showing good results in sound detection and classification.

Machine Learning 122

Machine Learning Artificial Inteligence Analysis Energy 122

Brainvire

MARCH 7, 2019

If we talk about blockchain networks, then there is ‘permissionless’ and ‘permissioned’. Each party, known as a member, owns a peer node in the network. Uses an append-only journal that stores every transaction into a block. Briefly speaking, it acts as an immutable journal that records every transaction with pinpoint accuracy.

Blockchain 40

Blockchain AWS Journal Serverless 40

Dion Hinchcliffe's Web 2.0 Blog

SEPTEMBER 12, 2011

The problem lies in our classical views of enterprise architecture and business architecture both. and SOA is one that I deeply explored in the 2005-2007 timeframe, and my ideas on this even made the cover story of the SOA/Web Services Journal at one point. This fractal aspect of user systems, Web 2.0, But we’ve learned.

Social 96

Social SOA Technical Advisors Architecture 96

elsua: The Knowledge Management Blog

MARCH 21, 2008

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Enterprise 40

Enterprise Network Wireless Social 40

Altexsoft

NOVEMBER 1, 2023

A corpus can range from a set of news articles to academic journals or even social media posts. Deep learning is a subfield of machine learning where artificial neural networks — complex algorithms designed to operate similarly to human brains — learn from vast data sets. How NeuroNER works.

Artificial Inteligence 52

Artificial Inteligence Machine Learning Systems Review Training 52

elsua: The Knowledge Management Blog

SEPTEMBER 20, 2007

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Network 40

Network Social Wireless Linux 40

d2iq

JANUARY 23, 2023

We have entered the next phase of the digital revolution in which the data center has stretched to the edge of the network and where myriad Internet of Things (IoT) devices gather and process data with the aid of artificial intelligence (AI).As Hyperconnected networks , says PwC, are pushing closer and closer to ubiquitous connectivity.

Artificial Inteligence 69

Artificial Inteligence Artificial Intelligence IoT Data Center 69

Tenable

DECEMBER 16, 2022

Products designed to protect assessed organizations’ networks failed to block 70% of malicious files or links. CISA’s recommendations to prevent phishing attacks include: Deploy strong network border protections. Trapped in the Metaverse (Wall Street Journal). Set up email servers to use protocols that verify emails are legit.

Security 52

Security Trends Recruiting Report 52

Altexsoft

JULY 29, 2022

Source: The Wall Street Journal. a suitable technology to implement data lake architecture. Apache Hadoop architecture. In other words, it shares no resources with other machines except for a common network. This shared-nothing architecture brings a lot of benefits we’ll discuss later. The Hadoop toy.

Big Data 59

Big Data Data Google Cloud Open Source 59

elsua: The Knowledge Management Blog

NOVEMBER 2, 2006

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Social 40

Social Network Wireless Linux 40

elsua: The Knowledge Management Blog

JULY 1, 2008

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Wireless 63

Wireless Linux Data Center Journal 63

Altexsoft

MARCH 16, 2021

The ECG app was created using a deep learning technology that is known as convolutional neural networks (CNNs) which resembles the way the human brain works. After deploying this pre-trained network in the Apple Watch, over 400,000 users participated in the study to validate the ability of the ECG app to accurately detect A-fib condition.

Big Data 116

Big Data Healthcare Applications Data 116

elsua: The Knowledge Management Blog

JUNE 14, 2008

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Wireless 63

Wireless Linux Data Center Journal 63

elsua: The Knowledge Management Blog

JUNE 14, 2008

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Wireless 63

Wireless Linux Data Center Journal 63

elsua: The Knowledge Management Blog

JUNE 4, 2008

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Wireless 63

Wireless Linux Data Center Journal 63

Confluent

FEBRUARY 6, 2019

Let’s take a look at some of these options: Official standards like Open Neural Network Exchange (ONNX), Portable Format for Analytics (PFA) or Predictive Model Markup Language (PMML): A data scientist builds a model with Python. The serving and monitoring infrastructure need to fit into your overall enterprise architecture and tool stack.

Machine Learning 107

Machine Learning Artificial Inteligence Scalability Data Engineering 107

elsua: The Knowledge Management Blog

JUNE 28, 2008

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Wireless 55

Wireless Linux Data Center Journal 55

Mills Scofield

DECEMBER 10, 2013

Has it gotten so bad that widely respected journals publish posts telling us to say thank you to employees, to behave consistently, to smile because it’s contagious? Why did I have to create three different architectures for three different messaging services? Done and on to the next project! And the week after?

Leadership 56

Leadership Media Culture Journal 56

elsua: The Knowledge Management Blog

JUNE 14, 2008

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Wireless 55

Wireless Linux Data Center Journal 55

elsua: The Knowledge Management Blog

JUNE 4, 2008

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Guidelines 55

Guidelines Social Wireless Linux 55