SAN FRANCISCO–(BUSINESS WIRE)–April 19, 2023–
Advanced analytics innovator HEAVY.AI today announced the general availability of HEAVY 7.0. The new product adds groundbreaking machine learning capabilities, enabling operators and utilities to perform predictive modeling within their database, simulating any scenario and uncovering key insights. HEAVY 7.0 also incorporates new ways to combine and fuse data interactively in the Heavy Immerse visualization platform. It also incorporates more powerful cell site planning and optimization capabilities with significant enhancements to the HeavyRF telco module.
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HEAVY 7.0 enhances operator and utility analytics with breakthrough predictive modeling capabilities, an improved Heavy Immerse experience, and an enhanced HeavyRF operational configuration. (Image: Business Wire)
“For telcos and utilities, providing the best possible service to their customers means constantly analyzing, researching and learning from the sheer volume and enormous data sources available. Analyzing geospatial data in combination with customer and radio frequency data is a cumbersome and error-prone process.”HEAVY 7.0 will enable these organizations to quickly and easily analyze all kinds of data and improve their business It gives us the tools and capabilities to uncover the insights that matter to us.”
Introduce Machine Learning Capabilities with In-Database Predictive Modeling
HEAVY 7.0 introduces HeavyML, enabling predictive analytics directly in the database as a public beta feature. Implemented as native SQL operators that can be evaluated interactively on the GPU, visualized and rendered in the Heavy Immerse dashboard, HeavyML supports a variety of clustering and regression algorithms, including tree-based models such as random forest regression. This addition enables domain experts and other end users who are not familiar with data science workflows to leverage predictive analytics on large datasets.
Enhanced HeavyRF cell site planning and optimization capabilities
HEAVY 7.0 includes the ability to graphically specify network hardware and its configuration under a variety of complex operational scenarios, such as rush hour scenarios, power save or maintenance modes, and seasonal or monthly variations in plant optical thickness. Includes a new site editor for This is an important feature for mid-band 5G. and lower frequencies. As a result, operators can securely develop and test various Software Optimized Network (SON) scenarios with full visibility of their potential customer experience impact.
HeavyRF also gained improved workflows for establishing and monitoring business targets involving a large number of buildings. HeavyRF has always provided a continuously updated view of relevant business metrics, with the ability to target thousands of buildings at once with fully customizable and scalable building tagging Now
Adding no-code joins in Heavy Immerse
Heavy Immerse has long provided non-technical users the ability to rapidly visualize, map, and filter massive datasets interactively and in real time. Heavy 7.0 also adds a no-code join feature to help users get quick visual insights from their data. Joins can now be specified directly from the Heavy Immerse dashboard. Run billions of record datasets at interactive speed thanks to the speed of the underlying GPU database. No indexing or downsampling required. The ability to efficiently fuse large datasets without writing SQL makes complex insights accessible to a wide range of users.
A large California utility is using new join capabilities to downscale a giant weather model to measure the impact of weather on specific assets and the impact on customers.
HEAVY 7.0 is available now as a limited release for existing HEAVY.AI customers.
About HEAVY.AI
HEAVY.AI provides advanced analytics, enabling businesses and governments to visualize high-value opportunities and risks hidden in large location and time data. By leveraging the massive parallelism of modern GPU and CPU hardware, HEAVY.AI supports high-impact decision-making on previously unimaginable timelines. Analytics technology integrates today’s explosive data volumes from multiple sources to improve immersive, real-time, interactive visual experiences. Available in the cloud and on-premises. HEAVY.AI stems from research at Harvard and the Massachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory (CSAIL) and includes GV, In-Q-Tel, New Enterprise Associates (NEA), NVIDIA, and Tiger Global Management. , Vanedge Capital and Verizon Ventures. The company is headquartered in San Francisco. For more information on HEAVY.AI, visit heavy.ai.
View source version at businesswire.com: https://www.businesswire.com/news/home/20230419005438/en/
Contact: Media Contact:
Jordan Tewell
415-666-6066
10Fold communication of HEAVY.AI
Heavyai@10fold.com
Keywords: California United States North America
Industry Keywords: Software Mobile/Wireless Networks Internet Utilities Data Management IOT (Internet of Things) Energy Technology Artificial Intelligence Security Telecommunications
Source: HEAVY.AI
Copyright Business Wire 2023.
PUBLISHED: Apr 19, 2023 09:00 AM/DISC: Apr 19, 2023 09:01 AM
http://www.businesswire.com/news/home/20230419005438/en
Copyright Business Wire 2023.
