HPE advances its AIOps network management prowess by integrating numerous GenAI LLMs into the cloud-native network management solution of HPE Aruba Networking Central.
Hewlett Packard Enterprise has introduced a significant expansion in its AIOps network management capabilities. This development involves the integration of multiple generative AI (GenAI) Large Language Models (LLMs) into HPE Aruba Networking Central, the company’s cloud-native network management solution. This integration is hosted on the HPE GreenLake Cloud Platform. In addition to this, HPE has announced Verizon Business’s inclusion of HPE Aruba Networking Central in its managed services portfolio.
Setting itself apart from conventional GenAI networking methods, HPE Aruba Networking Central introduces a unique approach. It integrates a self-contained set of LLM models, meticulously designed to enhance user experience and operational efficiency. This design emphasizes improvements in search response times, accuracy, and data privacy. Leveraging one of the industry’s largest data lakes, HPE Aruba Networking has amassed telemetry from nearly four million network-managed devices and over one billion unique customer endpoints. These data power HPE Aruba Networking Central’s machine learning models, facilitating predictive analytics and recommendations.
Additionally, the latest GenAI LLM functionality is set to augment HPE Aruba Networking Central’s AI Search feature. This addition complements the existing machine learning (ML)-based AI infrastructure within HPE Networking Central. The result promises deeper insights, improved analytics, and heightened proactive capabilities.
“Modern networking customers demand security-first, AI-powered insights into their critical infrastructure, and that’s what we’re delivering. HPE continues its strong history of AI innovation with this bold move and HPE Aruba Networking Central’s new approach of deploying multiple LLM models to embrace the capabilities of GenAI.” – DAVID HUGHES, chief product officer, HPE Aruba Networking
Ensuring Data Security and Improved Training Sets
HPE Aruba Networking prioritizes the safe utilization of AI, adopting a security-first approach towards Personal & Customer Identifiable Information (PII/CII). This commitment is evident as the LLMs are “sandboxed” within HPE Aruba Networking Central, operating on the HPE GreenLake Cloud Platform. Moreover, proprietary, purpose-built LLMs are employed to eliminate PII/CII data, enhancing search accuracy, and ensuring customer data security, all while maintaining sub-second response times to network operations queries.
Expanding its capabilities further, HPE Aruba Networking Central boasts training sets for the GenAI models that are up to ten times larger than those found in other cloud-based platforms. These extensive sets encompass tens of thousands of HPE Aruba Networking-sourced documents available in the public domain. Additionally, they incorporate over three million questions accumulated from the customer base throughout years of operational experience.
Industry Insights and Partner Collaboration
Will Townsend, VP & Principal Analyst at Moor Insights and Strategy, highlights the growing demand for practical AI applications that drive significant business enhancements. He emphasizes the crucial role of data and models in effective network management, particularly noting the emergence of generative AI with its natural language interface. Townsend underscores the challenge of aligning queries with AI algorithms to achieve relevant business outcomes. He praises the implementation of purpose-built LLMs in a self-contained sandbox, offering a balance of privacy and performance.
Moreover, partnerships like that between Verizon Business and HPE Aruba Networking Central demonstrate a commitment to improving network and application performance. By leveraging solutions such as Verizon Managed SD Branch, organizations can achieve more agile and predictable outcomes without overburdening their in-house IT resources. This collaborative effort underscores the importance of innovative networking solutions in driving business success.
FAQs
1. What is AIOps and how does it relate to network management?
AIOps, or Artificial Intelligence for IT Operations, involves using artificial intelligence and machine learning techniques to enhance IT operations, including network management. It helps automate tasks, provide insights, and optimize performance, leading to more efficient network operations.
2. How does HPE Aruba Networking Central utilize AI for network management?
HPE Aruba Networking Central integrates multiple generative AI (GenAI) Large Language Models (LLMs) to enhance its AIOps network management capabilities. These models facilitate predictive analytics, recommendations, and AI-driven search functionalities, improving operational efficiency and user experience.
3. What sets HPE Aruba Networking Central’s approach to AI apart from others?
Unlike conventional approaches, HPE Aruba Networking Central employs a security-first strategy with a focus on safeguarding Personal & Customer Identifiable Information (PII/CII). Additionally, it utilizes purpose-built LLMs in a self-contained sandbox environment, ensuring both privacy and performance.
4. How does HPE Aruba Networking Central ensure data security?
HPE Aruba Networking Central prioritizes data security by “sandboxing” LLMs within its platform and utilizing purpose-built LLMs to remove PII/CII data. This approach enhances search accuracy while maintaining sub-second response times to network operations queries, ensuring the security of customer data.
5. What additional capabilities does HPE Aruba Networking Central offer with the integration of GenAI?
With the integration of GenAI, HPE Aruba Networking Central provides deeper insights, better analytics, and more proactive capabilities. It enables AI-driven search functionalities, predictive analytics, and recommendations, enhancing network management and operational efficiency.
6. How does HPE Aruba Networking Central support its AI capabilities with training sets?
HPE Aruba Networking Central boasts training sets for its GenAI models that are up to ten times larger than those found in other cloud-based platforms. These sets include tens of thousands of documents sourced from HPE Aruba Networking and over three million customer-generated questions, ensuring robust AI capabilities.
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