AWS Machine Learning Blog

NOVEMBER 22, 2023

Building a production-ready solution in the cloud involves a series of trade-offs between resources, time, customer expectation, and business outcome. This culture is sustained by clear SLAs that set definitive expectations for processing times and accuracy, ensuring all team members are oriented towards common goals.

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AWS ML ML Machine Learning 84

AWS Machine Learning Blog

NOVEMBER 17, 2023

You can deploy this solution to your AWS account using the AWS Cloud Development Kit (AWS CDK) package available in our GitHub repo. How frequently images are sampled from video frames for moderation is typically determined by the platform’s Trust & Safety policy and the service-level agreement (SLA).

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AWS ML ML Natural Language Processing 88

IBM Journey to AI blog

AUGUST 29, 2023

Apdex and SLA scores Let’s start with application performance index (Apdex) and service level agreement (SLA) scores, since they are the foundation of superior customer experience. The Apdex and SLA scores are the most popular way to view end-user experience monitoring.

Database 55

Database Clustering 55

Dataversity

JUNE 2, 2021

Click to learn more about author Dave Bermingham. When you think about how best to ensure the high availability (HA) of your applications and data, you need to think about more than just the speed with which you can failover to a standby system if your database suddenly fails. Yes, you should be prepared for full failover […].

Database 98

Database 98

IBM Journey to AI blog

APRIL 8, 2024

The new Amazon Relational Database Service (Amazon RDS) for Db2 offering allows customers to migrate their existing, self-managed Db2 databases to the cloud and accelerate strategic modernization initiatives. In our recent  webcast , IBM, AWS, customers and partners came together for an interactive session.   Scalability 5.

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AWS Machine Learning Blog

APRIL 5, 2023

You can connect Studio to Amazon S3 from Amazon Virtual Private Cloud (Amazon VPC) using an interface endpoint in your VPC, instead of connecting over the internet. If you have a strict service-level agreement (SLA) , or can’t tolerate cold starts, real-time endpoints are a better choice.

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AWS Machine Learning Blog

SEPTEMBER 21, 2023

Inf2 instances offer up to 50% better performance/watt over comparable Amazon Elastic Compute Cloud (Amazon EC2) instances because the underlying AWS Inferentia2 accelerators are purpose built to run deep learning models at scale. Define SLAs to meet your business requirements, not exceed them.

AI 101

AI AI AWS Deep Learning 101

IBM Journey to AI blog

MAY 12, 2023

99.99% 99.99% Availability SLA 99.9% Optimizing AWS S3 Pricing with Turbonomic While AWS S3 storage seems to be remarkably inexpensive at the unit rate level, it’s not—like all cloud solutions it operates in a pay-as-you-go model. The post Managing AWS S3 pricing and costs with IBM Turbonomic appeared first on IBM Blog.

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AWS 52

Cambridge Intelligence

OCTOBER 19, 2023

The property graph data model, taken from our guide to graph data modeling This blog post from Neo4j gives a comprehensive summary. This blog post by Memgraph gives a good overview of the most popular options. Transactional, analytical, or both…? Cypher is Neo4j’s query language but it is supported by other vendors too.

Database 59

Database Azure SQL AWS 59

phData

APRIL 8, 2024

In this blog, we will dive into how to get the most out of your HVR setup and improve your whole ecosystem. Whenever we think about the HVR best practices for replicating data to Snowflake Data Cloud , we can look at it from two perspectives: Keeping the Latency low. HVR is one of the best tools for data movement. Keeping the cost low.

Database 52

Database Clustering 52

phData

APRIL 8, 2024

In this blog, we will dive into how to get the most out of your HVR setup and improve your whole ecosystem. Whenever we think about the HVR best practices for replicating data to Snowflake Data Cloud , we can look at it from two perspectives: Keeping the Latency low. HVR is one of the best tools for data movement. Keeping the cost low.

Database 52

Database Clustering 52

Mlearning.ai

JUNE 8, 2023

Meet AI's multitool: Vector embeddings | Google Cloud Blog Embedding applications Recommendation systems (i.e. As in many aspects of life, this is a question of tradeoffs on e.g. query serving: Latency Service Level Agreement (SLA), query throughput, accuracy. using its Spectrogram ).

Machine Learning 52

Machine Learning Machine Learning Clustering Database 52

Dataversity

AUGUST 13, 2021

A public cloud is a computing facility that makes resources accessible by service providers for the community through the internet. Public cloud allows for scalability and sharing of resources that would be impossible for a single organization. Public cloud […]. Click to learn more about author Ashok Sharma.

Cloud Data 52

Cloud Data 52

IBM Journey to AI blog

MARCH 20, 2024

Public cloud adoption has soared since the launch of the first commercial cloud two decades ago. Most of us take for granted the countless ways public cloud-related services—social media sites (Instagram), video streaming services (Netflix), web-based email applications (Gmail), and more—permeate our lives.

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Cloud Computing Internet of Things Big Data Big Data 97

phData

JULY 18, 2023

With the birth of cloud data warehouses, data applications, and generative AI , processing large volumes of data faster and cheaper is more approachable and desired than ever. First up, let’s dive into the foundation of every Modern Data Stack, a cloud-based data warehouse.

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Data Warehouse SQL Cloud Data Analytics 52