Scalegrid

JANUARY 12, 2024

Simply put, it’s the set of computational tasks that cloud systems perform, such as hosting databases, enabling collaboration tools, or running compute-intensive algorithms. Utilizing cloud platforms is especially useful in areas like machine learning and artificial intelligence research. What is workload in cloud computing?

Cloud 130

Cloud Virtualization Storage Efficiency 130

All Things Distributed

JUNE 30, 2017

When we set out to build Amazon Connect, we thought deeply about how artificial intelligence could be applied to improve the customer experience. Today, AWS customers are using the cloud to better serve their customers in many different ways. AI has incredible potential in this area. For instance, Zillow trains and retrains 7.5

Artificial Intelligence 130

Artificial Intelligence Lambda AWS Virtualization 130

O'Reilly

AUGUST 8, 2023

At its peak, ChatGPT was in very exclusive company: it’s not quite on the level of Python, Kubernetes, and Java, but it’s in the mix with AWS and React, and significantly ahead of Docker. Then it dropped almost as quickly: it dropped back to #8 in June, and fell further to #19 in July.

Artificial Intelligence 72

Artificial Intelligence Programming Games Open Source 72

Abhishek Tiwari

JULY 8, 2023

Canary AWS refers to these synthetic monitors as "canaries" (like "canary in the coal mine"). It can monitor not only the application itself but also the underlying infrastructure, APIs, databases, and external services. A canary is a script that can be customized and is typically coded in JavaScript or Python.

Monitoring 52

Monitoring Testing Artificial Intelligence Traffic 52

High Scalability

JUNE 22, 2018

using them to respond to storage events on s3 or database events or auth events is super easy and powerful. Eitally : there are a few critical differences between GCP and AWS or Azure. . $40 million : Netflix monthly spend on cloud services; 5% : retention increase can increase profits 25%; 50+% : Facebook's IPv6 traffic from the U.S,

Internet 113

Internet Internet Scalability Artificial Intelligence 113

Dynatrace

JUNE 1, 2021

Causes can run the gamut — from coding errors to database slowdowns to hosting or network performance issues. Telemetry data from a serverless environment is quite different from a database or a virtual machine (VM), for example, but a business still needs to normalize and centrally manage all the information as it comes in.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

KeyCDN

MARCH 14, 2019

Major cloud providers like AWS, Microsoft Azure, and Google Cloud all support serverless services. TensorFlow is an excellent tool for making your own machine learning models using just JavaScript, but you can also use services like AWS Rekognition to add image recognition capabilities to your projects with relative ease.

Development 101

Development Blockchain Serverless Social Media 101

O'Reilly

FEBRUARY 18, 2020

This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. relational database,” “Oracle database solutions,” “Hive,” “database administration,” “data models,” “Spark”—declined in usage, year-over-year, in 2019.

Software Architecture 134

Software Architecture DevOps Data Engineering Architecture 134

O'Reilly

NOVEMBER 28, 2023

If we asked whether their companies were using databases or web servers, no doubt 100% of the respondents would have said “yes.” And there are tools for archiving and indexing prompts for reuse, vector databases for retrieving documents that an AI can use to answer a question, and much more. But they may back off on AI development.

Open Source 107

Open Source Artificial Intelligence Google Infrastructure 107

O'Reilly

MARCH 23, 2023

2 However, you don’t need to know how Transformers work to use large language models effectively, any more than you need to know how a database works to use a database. We see our worst features reflected in our ideas about artificial intelligence, and perhaps rightly so. actually using the model—is even less expensive.

Google 104

Google Open Source Programming Code 104