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Author

Er. Ram Babu Buri

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#graph neural networks Open access Oct 2026

Digital Twin Networks (DTN) for 6G Autonomous Wireless Slicing: Real-Time Channel Emulation, Open RAN Orchestration, and Zero-Touch SLA Guarantees

Abstract—The realization of Sixth-Generation (6G) wireless communications envisions hyper-dense, disaggregated, and heterogeneous physical radio environments supporting concurrent ultra-reliable low-latency communication (URLLC), extreme mobile broadband (eMBB), and massive machine-type communication (mMTC). To satisfy...

Harsh Upadhyay, Areejeet Sharma, Vishal Shrivastava et al. · 0 citations
#graph neural networks Open access Oct 2026

Optical and Photonic Computing for Deep Learning Acceleration: Silicon Photonics, Mach-Zehnder Meshes, and Wavelength-Division Multiplexing

The relentless exponential scaling of foundation models and transformer architectures has pushed conventional silicon complementary metal-oxide-semiconductor (CMOS) digital accelerators (GPUs, TPUs) toward fundamental thermodynamic and interconnect boundaries. Joule heating, resistance-capacitance (RC) interconnect del...

Anirudh Gehlot, Ashish Kumar Agarwal, Vishal Shrivastava et al. · 0 citations
#graph neural networks Open access Oct 2026

Autonomous AI-Driven Security Operations Centers (Autonomous SOC): Agentic Orchestration, Real-Time Incident Response, and Multi-Agent Defensive Playbooks

Abstract—Contemporary enterprise Security Operations Centers (SOCs) are on the brink of systemic collapse driven by three converging factors: exponential alert fatigue (>25,000 uninvestigated alerts daily per enterprise), acute global cybersecurity workforce shortages, and the emergence of automated, machine-speed cybe...

Shashank, Rakesh Kumar, Er. Ram Babu Buri et al. · 0 citations
#software testing Open access Oct 2026

AI Code Synthesis, Autonomous Debugging, and the Evolution of the Software Engineering Lifecycle: Repository Graph Reasoning, SWE-bench Benchmarks, and Security Bounds

Abstract—The software engineering (SWE) lifecycle has transitioned from human-centric manual programming toward autonomous AI code synthesis and closed-loop program repair. Foundation models pre-trained on billions of source code tokens—including modern frontier models and specialized coding LLMs—have evolved beyond is...

Shubham Bhardwaj, Subh Kumar Gupta, Dr. Vishal Shrivastava et al. · 0 citations

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