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What is OpenTuner?

Autotuning in the realm of programming has demonstrated remarkable enhancements in both performance and portability across a range of disciplines. However, the portability of autotuners often faces constraints when moving between different projects, primarily due to the requirement for a domain-informed representation of the search space to achieve optimal results, coupled with the reality that no single search method proves universally effective for all scenarios. In response to this challenge, OpenTuner has been introduced as an innovative framework aimed at developing multi-objective program autotuners that cater to specific domains. This framework provides a fully customizable representation of configurations, along with an extensible technique representation that allows for the integration of domain-specific strategies, and features a user-friendly interface for engaging with the programs undergoing tuning. A key highlight of OpenTuner is its capacity to leverage an array of search techniques concurrently; those that yield high performance receive more substantial testing budgets, while lesser-performing methods are systematically phased out. This strategic adaptability not only streamlines the autotuning process but also significantly boosts its overall efficacy, making it a valuable tool for developers. Additionally, the flexibility offered by OpenTuner encourages experimentation, enabling programmers to explore novel approaches tailored to their unique project requirements.

What is Azure AI Metrics Advisor?

Implement AI-based monitoring tools to proactively tackle incidents without requiring expertise in machine learning. Azure AI Metrics Advisor, which employs the AI Anomaly Detector as part of the Azure AI Services suite, allows you to effectively monitor key growth elements within your organization, including sales and manufacturing operations. This powerful solution facilitates quick detection and resolution of issues through near real-time monitoring, adaptive modeling that caters to your unique context, and comprehensive diagnostics paired with alert notifications. The user-friendly interface of AI Metrics Advisor streamlines the management of extensive data monitoring, effortlessly integrating with popular time-series databases while also providing stream monitoring features. It assesses all possible combinations of dimensions to pinpoint affected areas for in-depth root-cause analysis and diagnostics, in addition to generating alerts. Furthermore, a guided autotuning feature is available, enabling you to customize the service to meet your specific needs, thus optimizing the overall monitoring experience. By harnessing these sophisticated capabilities, organizations can significantly boost their operational efficiency and agility in addressing new challenges, ultimately leading to improved decision-making and resource allocation. This proactive approach ensures that businesses remain ahead of potential issues, fostering a culture of continuous improvement and resilience.

Media

Media

Integrations Supported

Azure AI Anomaly Detector
Azure AI Services
Crestwood Cloud
Microsoft Azure
VMware Cloud
groundcover

Integrations Supported

Azure AI Anomaly Detector
Azure AI Services
Crestwood Cloud
Microsoft Azure
VMware Cloud
groundcover

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

$0.75 per 1,000 time series
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

OpenTuner

Company Website

opentuner.org

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

azure.microsoft.com/en-us/products/ai-services/ai-metrics-advisor/

Categories and Features

Categories and Features

Business Performance Management

Ad Hoc Reports
Ad hoc Analysis
Budgeting & Forecasting
Consolidation / Roll-Up
Dashboard
Key Performance Indicators
Predictive Analytics
Qualitative Analysis
Quantitative Analysis
Scorecarding
Strategic Planning

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