APPLICATIONS OF TECHNOLOGY: Superconducting digital (non-quantum) computing BENEFITS: System can take better advantage of the strengths of superconducting computing and at larger scales Higher throughput per unit area compared to existing superconducting networks Accepts more data representations than other superconducting computing … [Read more...] about Packet-Switched Superconducting Temporal Network Operations Center (NoC) 2022-030
Networking Infrastructure
Reinforcement Learning for Quantum Network Control 2022-012
APPLICATIONS OF TECHNOLOGY: Development of a quantum network or a quantum data center for distributed quantum computing BENEFITS: Improves the performance of quantum information throughput BACKGROUND: Quantum network components can be enhanced using optimized control frameworks, with the engineered pulses enhancing the fidelity of quantum operations. … [Read more...] about Reinforcement Learning for Quantum Network Control 2022-012
Hecate: Data-driven, Machine Learning Augmented Dynamic Path Optimization for Network Performance 2021-010
APPLICATIONS OF TECHNOLOGY: Packet route calculation using real-time dynamic path optimization BENEFITS: Offers more reliable and optimal network performance compared to previous technologies BACKGROUND: Packet route calculation for traffic is routed through a large network based on label stack, such as in segment routing cases and SDN-controlled networks. … [Read more...] about Hecate: Data-driven, Machine Learning Augmented Dynamic Path Optimization for Network Performance 2021-010
Bandwidth Steering in HPC Using Silicon Nanophotonics 2019-166
APPLICATIONS OF TECHNOLOGY: Companies building HPC and datacenter systems Companies developing network components Future large-scale systems ADVANTAGES: More efficient network performance Lower latency Requires fewer network resources Cost effective BACKGROUND: As bytes-per-FLOP ratios continue to decline, communication is becoming the … [Read more...] about Bandwidth Steering in HPC Using Silicon Nanophotonics 2019-166
Locating Potential Transformer Failures in the Power Grid 2017-111
APPLICATIONS: Power system maintenance Grid reliability monitoring ADVANTAGES: More effectively addresses signal background noise More accurately locates potential transformer failures ABSTRACT: Researchers at Berkeley Lab have developed a technology to locate the position of partial discharge events in the power grid based on the information from a … [Read more...] about Locating Potential Transformer Failures in the Power Grid 2017-111