RAN Service Management
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Related Articles from SNS
COSMO: O-RAN-Based Service Management and Orchestration for Cross-Technology Multi-Tenant Radio Access Networks
arXiv:2606.05012v1 Announce Type: new Abstract: The evolution toward 6G networks envisions a heterogeneous Radio Access Network (RAN) comprising diverse access technologies, such as private 5G, public 4G/5G, and Wi-Fi, managed by multiple stakeholders. While considerable research effort has been devoted to O-RAN-based frameworks enabling rApp and xApp implementation and validation, few works provide integrated support for cross-technology RAN orchestration, end-to-end multi-tenancy, and a...
Toward Autonomous O-RAN: A Multi-Scale Agentic AI Framework for Real-Time Network Control and Management
arXiv:2602.14117v2 Announce Type: replace Abstract: Open Radio Access Networks (O-RAN) promise flexible 6G network access through disaggregated, software-driven components and open interfaces, but this programmability also increases operational complexity. Multiple control loops coexist across the service management layer and RAN Intelligent Controller (RIC), while independently developed control applications can interact in unintended ways. In parallel, recent advances in generative...
ZTE showcases AI-driven project management innovations at the 14th IPMA Research Conference 2026
ZTE Corporation today showcased its pioneering achievements in digital transformation and AI-driven project management at the 14th IPMA Research Conference in Bogotá, Colombia. During the conference, Wang Yuzhu, Managing Director of Engineering Services at ZTE Colombia, and Jose Perez, Senior Expert in Engineering Delivery Management at ZTE, delivered a keynote speech themed "The Digital and Intelligent Future of Project Management", highlighting ZTE's practical experiences and innovative...
DIFFRACT: Neuralized Utility Maximization for Wireless Networks by Differentiable Programming
Announce Type: new Abstract: Next-generation wireless networks, including satellite-to-Open RAN systems, demand agile and intelligent resource management capable of handling dynamic multi-user interference under stochastic quality of service constraints. This paper introduces DIFFRACT, a neuralized utility maximization framework that leverages differentiable programming to integrate deep learning with optimization in wireless networks. Central to our approach is the exploitation of the...
Maine GOP hopeful vying for Trump endorsement previously ran birthing clinics catering to migrant women
Jonathan Bush, a Republican gubernatorial candidate in Maine who has been vying for President Trump's endorsement ahead of this week's June 9 primary, previously ran a network of birthing clinics in the San Diego County area that often catered to migrant women, a Fox News Digital review found. "Here we were, the largest obstetric practice in San Diego County and our business was mostly Medi-Cal, the state welfare program, and migrant workers. We needed their business and even appealed to...
Maine GOP hopeful vying for Trump endorsement previously ran birthing clinics catering to migrant women
Jonathan Bush, a Republican gubernatorial candidate in Maine who has been vying for President Trump's endorsement ahead of this week's June 9 primary, previously ran a network of birthing clinics in the San Diego County area that often catered to migrant women, a Fox News Digital review found. "Here we were, the largest obstetric practice in San Diego County and our business was mostly Medi-Cal, the state welfare program, and migrant workers. We needed their business and even appealed to...
Veteran famously paraded on TV by Saddam Hussein recalls mock executions
Veteran famously paraded on TV by Saddam Hussein recalls mock executions EXCLUSIVE: Veteran John Nichol's aircraft was hit by a missile in 1991 leading to his capture and torture by Iraqi officers. That horrific experience helped him connect with survivors of the Blitz for a fascinating new book Gulf War veteran John Nichol was famously paraded on TV by Saddam Hussein, after he was shot down, captured and tortured by Iraqi officers in 1991. Now a bestselling author, his experience helped him...
Could Democrats be shut out of the California governor’s race?
San Francisco, California – A free-for-all primary has put Democrats at risk of being shut out of the race for governor in an otherwise safe state: California. Stretching along the west coast of the United States, California has a reputation for leaning blue. Democrats outnumber Republicans in the state nearly two to one.
Brothers guilty of hate crime murder 42 years on after police bugged their cars
Brothers guilty of hate crime murder 42 years on after police bugged their cars Michael Stewart, 57, and Anthony Stewart, 60, attacked Anthony Littler in East Finchley, north London, before he was found lying in a pool of blood in an alleyway Two brothers who went on a terrifying spree of horrific violence against gay men have been found guilty of the murder of a civil servant 42 years ago. Michael Stewart, 57, and Anthony Stewart, 60, were just 15 and 18 when they murdered Anthony Littler...
A disappearing Service Processor (2025)
One of the considerations in designing our Oxide rack is asking which parts we expect to be accessible and by what means. The Oxide rack is designed to live in a data center with exclusive access via the network. The only reason an engineer should ever need to physically visit a rack is to replace a failing part, such as a disk.