Abstract:
A method for voltage regulation of a power distribution grid includes integrating a photovoltaic (PV) system with a distributed energy storage system (ESS); monitoring voltage and current phasors at a point of common coupling (PCC) to establish a real-time Thevenin equivalent of the distribution grid; and adaptively dispatching the ESS in response to network fluctuations.
Abstract:
Disclosed herein are methods and structures for a computer cache that includes its own garbage collection component that reclaims space occupied by free objects in the cache such that the cache avoids retaining deleted objects thereby increasing cache hit ratios and further permits short-lived dirty objects to be deleted without requiring them to be written back to an underlying store.
Abstract:
Disclosed are typestate and lifetime dependency analysis methods for identifying bugs in C++ programs. Disclosed are an abstract representation (ARC++) that models C++ objects and which makes object creation/destruction, usage, lifetime and pointer operations explicit in the abstract model thereby providing a basis for static analysis on the C++ program. Also disclosed is a lifetime dependency analysis that tracks implied dependency relationships between lifetimes of objects, to capture an effective high-level abstraction for issues involving temporary objects and internal buffers, and subsequently used in the static analysis that supports typestate checking for the C++ program. Finally disclosed a framework that automatically genarates ARC++ representations from C++ programs and performs typestate checking to detect bugs that are specified as typestate automata over ARC++ representations.
Abstract:
Methods and systems for data flow control include establishing a first connection between a gateway and a network client responsive to a connection request from the network client; establishing a second connection between the gateway and a server specified by the connection request; determining a user class for the network client based on a level of network congestion detected at the gateway based on throughput and round-trip-time delays; modifying a data flow received at the gateway on the second connection to remove data from the flow based on the determined user class of the network client; and transmitting the modified data flow to the network client via the first connection.
Abstract:
A bidirectional submarine transmission using unidirectional amplification transmits first and second communication signals bidirectional to each other over a repeater path with common end-to-end points, the repeater path includes a single unidirectional amplifier, the repeater path has a first branch path for the first communication signal through the single amplifier and a second branch path for the second communication signal through the single unidirectional amplifier, the first and second communication signals originating and leaving opposite ends of the repeater path, respectively.
Abstract:
Systems and methods are disclosed for autonomous driving with only a single camera by moving object localization in 3D with a real-time framework that harnesses object detection and monocular structure from motion (SFM) through the ground plane estimation; tracking feature points on moving cars a real-time framework to and use the feature points for 3D orientation estimation; and correcting scale drift with ground plane estimation that combines cues from sparse features and dense stereo visual data.
Abstract:
Systems and methods are disclosed for object detection by receiving an image; segmenting the image; extracting features from the image; and performing a dimension-wise spatial layout selection to pick up dimensions inside a discriminative spatial region for classification.
Abstract:
Methods and systems for scheduling jobs to manycore nodes in a cluster include selecting a job to run according to the job's wait time and the job's expected execution time; sending job requirements to all nodes in a cluster, where each node includes a manycore processor; determining at each node whether said node has sufficient resources to ever satisfy the job requirements and, if no node has sufficient resources, deleting the job; creating a list of nodes that have sufficient free resources at a present time to satisfy the job requirements; and assigning the job to a node, based on a difference between an expected execution time and associated confidence value for each node and a hypothetical fastest execution time and associated hypothetical maximum confidence value.
Abstract:
A hybrid ultracapacitor-battery energy storage system is integrated with a photovoltaic system to help solve fluctuations. A fuzzy-logic-based adaptive power management system enables optimization of the power/energy distributions and a filter-based power coordination layer serving as a rudimentary step for power coordination among the hybrid storage system and a fuzzy-logic-based control adjustment layer that keeps monitoring the operation status of all the energy storage devices, taking into account their dynamic characteristics, and fine-tuning the control settings adaptively.
Abstract:
Systems and methods are disclosed for representing a word by extracting n-dimensions for the word from an original language model; if the word has been previously processed, use values previously chosen to define an (n+m) dimensional vector and otherwise randomly selecting m values to define the (n+m) dimensional vector; and applying the (n+m) dimensional vector to represent words that are not well-represented in the language model.