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What is Google Cloud Inference API?

Examining time-series data is essential for the operational success of many enterprises. Typical uses include evaluating customer traffic and conversion percentages for businesses, detecting irregularities in datasets, uncovering instantaneous correlations from sensor data, and generating precise recommendations. With the Cloud Inference API Alpha, organizations can obtain immediate insights from their time-series data inputs. This tool delivers extensive information about the results of API queries, detailing the different categories of events examined, the total count of these event groups, and the baseline probability linked to each returned event. It supports real-time data streaming, allowing for the calculation of correlations as they happen. By utilizing Google Cloud’s robust infrastructure and a thoroughly developed security strategy refined over 15 years through diverse consumer applications, businesses can count on its reliability. Additionally, the Cloud Inference API is integrated with Google Cloud Storage services, which enhances both its functionality and user experience. This integration results in more effective data management and analysis, equipping businesses to make quicker, data-driven decisions. Ultimately, the ability to swiftly interpret time-series data can significantly influence a company’s competitive edge in the market.

What is Amazon DevOps Guru?

Amazon DevOps Guru is an innovative service driven by machine learning that optimizes the efficiency and reliability of applications. By detecting deviations from standard operating behaviors, it enables early identification of operational issues, thus mitigating possible negative impacts on users. Utilizing machine learning models that have been developed from vast amounts of data over many years at Amazon.com and AWS Operational Excellence, it can identify atypical application activities such as increased latency, higher error rates, and resource limitations, which assist in uncovering critical errors that could interrupt service. When a significant issue is detected, DevOps Guru swiftly sends out an alert, providing a summary of the detected anomalies, insights into likely root causes, and information on when and where the issue occurred. This proactive methodology not only enhances application performance but also contributes to creating a more robust and trustworthy service environment. Furthermore, by continuously learning from operational data, it consistently improves its accuracy in identifying potential issues before they escalate.

Media

Media

Integrations Supported

AWS AI Services
AWS App Mesh
AWS App2Container
Amazon Web Services (AWS)
Google Cloud Platform
Google Cloud Storage

Integrations Supported

AWS AI Services
AWS App Mesh
AWS App2Container
Amazon Web Services (AWS)
Google Cloud Platform
Google Cloud Storage

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$0.0028 per resource per hour
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Google

Company Location

United States

Company Website

cloud.google.com/inference/

Company Facts

Organization Name

Amazon

Date Founded

1994

Company Location

United States

Company Website

aws.amazon.com/es/devops-guru/

Categories and Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Categories and Features

DevOps

Approval Workflow
Dashboard
KPIs
Policy Management
Portfolio Management
Prioritization
Release Management
Timeline Management
Troubleshooting Reports

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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