Patent application number | Description | Published |
20130024170 | CONTEXT-AWARE PARAMETER ESTIMATION FOR FORECAST MODELS - Methods, systems, and computer-readable storage media for providing at least one parameter for use with a forecast model. Implementations include actions of receiving a first context vector, the first context vector including a plurality of context attributes that describe a first context, retrieving a first parameter vector from a repository based on the first context vector, the repository electronically storing a plurality of parameter vector, each parameter vector being associated with a respective context and including one or more parameters, parameterizing the forecast model based on parameters provided in the first parameter vector to provide a parameterized forecast model, optimizing the parameterized forecast model to provide an optimized forecast model, and forecasting one or more values using the optimized forecast model. | 01-24-2013 |
20130194271 | Visualization of Uncertain Times Series - Implementations of the present disclosure include methods, systems, and computer-readable storage mediums for receiving a probability distribution function model, the probability distribution function model representing an uncertain time series and providing a plurality of probability distribution functions, each probability distribution function corresponding to respective values at a respective time in the uncertain time series, generating a visualization based on the probability distribution function model to create a transparency gradient, the transparency gradient including a plurality of points graphically representing the plurality of probability distribution functions, and displaying the visualization including the transparency gradient, wherein a visual characteristic of each point of the plurality of points of the transparency gradient is a function of a probability of the respective value associated with the respective point. | 08-01-2013 |
20140012881 | Storage Advisor for Hybrid-Store Databases - Methods, systems, and computer-readable storage media for recommending a storage layout for the hybrid-store database with actions including receiving one or more data characteristics associated with data that is to be stored in the hybrid-store database, receiving one or more query characteristics associated with one or more queries that are expected to be applied to the hybrid-store database, processing the one or more data characteristics and the one or more query characteristics using a cost model to generate a plurality of costs, each cost being associated with a respective storage layout, identifying, based on the plurality of costs, a recommended storage layout, and providing the recommended storage layout for application to the hybrid-store database. | 01-09-2014 |
20150120223 | DYNAMIC ONLINE ENERGY FORECASTING - Examples of dynamic online energy forecasting are provided herein. An energy forecast request is received. An initial energy forecast is calculated in response to the request. One or more of a plurality of energy forecast model instances are selected as candidate forecast model instances. At least one of the candidate instances are transformed into an improved forecast model instance having greater accuracy than the candidate forecast model instance. The transformation is accomplished by determining alternative values for at least some parameters of an energy forecast model of the candidate forecast model instance. An improved energy forecast having a greater accuracy than the initial forecast can then be calculated using the improved forecast model instance. | 04-30-2015 |
20150120269 | EFFICIENT FORECASTING FOR HIERARCHICAL ENERGY SYSTEMS - Examples of energy forecasting in hierarchical energy systems are provided herein. A global forecast model instance for a hierarchical energy system can be determined through aggregation of energy forecast model data from individual energy smart meters. Energy forecast model data can include values for energy forecast model parameters used by the individual smart meters. The energy smart meters include measurement, forecasting, and calculation capabilities. The smart meters locally determine a forecast model instance used by the smart meter and provide corresponding information to higher levels in the energy system hierarchy. A global forecast model instance is determined based on the provided information. | 04-30-2015 |
20150154186 | FLEXIBLY PERFORMING REALLOCATIONS IN DATABASES - A reallocation processing block including a computing system including one or more data processors receives a base table, a reference table, and at least one assignment path table. Subsequently, rules from the at least one assignment path table are applied to the base table and the reference table by reallocating values between at least two existing data objects. A results table is generated with the reallocated values in the at least two existing data objects. A reallocated value is compared with a threshold value to determine the need for an iteration. At least one of the activities described is implemented using at least one data processor. Related apparatus, systems, techniques and articles are also described. | 06-04-2015 |
20150154261 | FLEXIBLY PERFORMING ALLOCATIONS IN DATABASES - Allocation within a database environment is performed by processing a sequence of steps, each of which is described by an allocation processing block. The allocation processing block receives three inputs (input tables or input view) and computes a result. Related apparatus, systems, techniques and articles are also described. | 06-04-2015 |