Netflix Tech

NOVEMBER 22, 2019

Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. Instead, we provide them with delightfully usable ML infrastructure that they can use to manage a project’s lifecycle. Wednesday?—?December

AWS 15

AWS Open Source Linux Engineering Management 15

Cloudera

APRIL 22, 2021

Cisco Data Intelligence Platform (CDIP) is a private cloud architecture which is future-proofed for the next-gen hybrid cloud architecture of a data lake, bringing together big data, AI/compute farm, and storage tiers to work together as a single entity while also being able to scale independently to address the IT issues in the modern data center.

Data 98

Data Storage Architecture Big Data 98

Confluent

JUNE 18, 2019

A common first step is using the application persistence layer to save the documents directly to the database as well as to the search engine. For small-scale projects, this technique lets the development team iterate quickly without having to scale the required infrastructure. Moving data into Apache Kafka with the JDBC connector.

Scalability 94

Scalability Architecture Machine Learning Artificial Inteligence 94

OpenCredo

MARCH 20, 2020

It is recommended that a pragmatic approach is taken here and that access control changes are handled in a simple and transparent fashion with clear expectations set around timescales. Data Engineering. Data engineering involves getting the right data, to the right place, at the right time and in the right format.

Cloud 40

Cloud Data Weak Development Team Compliance 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. However, you have to remember that ML approaches are about building and maintaining complicated data infrastructures which requires significant investment and computing power. Extract data.

Analytics 52

Analytics Software Review Systems Review Technical Review 52

BPM

JANUARY 18, 2019

Successful organizations will differentiate themselves by ensuring the customer experience is not a fashion or an afterthought, but instead lies at the very heart of how they organize and run their business. AI-enabled data engines will provide insight about what processes can be redesigned and/or automated.

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Weak Development Team 111

Cloudera

AUGUST 20, 2021

The Cloudera Data Platform comprises a number of ‘data experiences’ each delivering a distinct analytical capability using one or more purposely-built Apache open source projects such as Apache Spark for Data Engineering and Apache HBase for Operational Database workloads. A Holistic Visual Exploration of Data.

Strategy 94

Strategy Data Technical Review Weak Development Team 94

O'Reilly Media - Ideas

MARCH 1, 2023

Those numbers don’t foreshadow a revolution—as we said at the outset, very few companies are going to take infrastructure written in Java and rewrite it in Go or Rust just so they can be trend compliant. As we all know, a lot of infrastructure is written in COBOL, and that isn’t going anywhere. Alternatives are emerging.

Trends 137

Trends Technical Review Technology Software Review 137

Kentik

SEPTEMBER 24, 2015

As the volume of network metric data grows exponentially, the inadequacy of these prior approaches has become obvious. Kentik Detect, on the other hand, uses a big-data engine running on a scale-out, back-end infrastructure cluster, and is designed for either SaaS (public cloud) or on-premises (private cloud) deployment.

Network 40

Network Cloud Big Data Policies 40

Coforge

AUGUST 20, 2019

The bottleneck, actually is the availability of 1) adequate and sanitised data, 2) suitable infrastructure and appropriate platform 3), right skills and 4) executive sponsorship. Outsourcing: Some of the work related to data engineering and DevOps/SRE may be outsourced to concentrate resources towards achieving the business goals. #2

Artificial Inteligence 8

Artificial Inteligence Machine Learning Enterprise Software Review 8

Altexsoft

SEPTEMBER 20, 2019

In plain language, BI is a set of tools and methods to extract raw data from its source, transform it, load into a unified storage, and present to the user. Everything that happens before the actual data is presented in a visual form can be considered as the underlying infrastructure, what’s called data pipeline.

Business Intelligence 18

Business Intelligence Tools Data Analytics 18

Altexsoft

MARCH 30, 2023

But what do the gas and oil corporation, the computer software giant, the luxury fashion house, the top outdoor brand, and the multinational pharmaceutical enterprise have in common? The answer is simple: They use the same technology to make the most of data. How data engineering works in 14 minutes. Source: Databricks.

Weak Development Team 64

Weak Development Team Machine Learning Artificial Inteligence Software Review 64

O'Reilly Media - Ideas

JANUARY 25, 2021

Sometimes they’re only apparent if you look carefully at the data; sometimes it’s just a matter of keeping your ear to the ground. Trendy, fashionable things are often a flash in the pan, forgotten or regretted a year or two later (like Pet Rocks or Chia Pets ). In either case, there’s a difference between “trends” and “trendy.”

Programming 145

Programming Cloud Artificial Inteligence Machine Learning 145

Cloudera

MAY 18, 2021

Prior the introduction of CDP Public Cloud, many organizations that wanted to leverage CDH, HDP or any other on-prem Hadoop runtime in the public cloud had to deploy the platform in a lift-and-shift fashion, commonly known as “Hadoop-on-IaaS” or simply the IaaS model. Technology and infrastructure costs .

Cloud 84

Cloud Technical Review Storage Backup 84

Cloudera

FEBRUARY 22, 2021

The valuation framework consists of four dimensions: 1) business value acceleration, 2) technology cost reduction and / or avoidance, 3) infrastructure cost optimization and 4) operational efficiency. Infrastructure cost optimization. reduce technology costs, accelerate organic growth initiatives). Business value acceleration.

Data 78

Data Analytics Government Technical Review 78

O'Reilly Media - Ideas

JANUARY 25, 2022

A quick look at bigram usage (word pairs) doesn’t really distinguish between “data science,” “data engineering,” “data analysis,” and other terms; the most common word pair with “data” is “data governance,” followed by “data science.” Becoming Secure. Stable as the Web. Mark us cautiously skeptical.

Trends 111

Trends Technical Review Technology Artificial Inteligence 111