摘要:
Architecture that scales up the non-negative matrix factorization (NMF) technique to a distributed NMF (denoted DNMF) to handle large matrices, for example, on a web scale that can include millions and billions of data points. To analyze web-scale data, DNMF is applied through parallelism on distributed computer clusters, for example, with thousands of machines. In order to maximize the parallelism and data locality, matrices are partitioned in the short dimension. The probabilistic DNMF can employ not only Gaussian and Poisson NMF techniques, but also exponential NMF for modeling web dyadic data (e.g., dwell time of a user on browsed web pages).
摘要:
Techniques are described for generating a statistical model from observed click chains. The model can be used to compute a probability that a document is relevant to a given search query. With the model, a probability of a user examining a given document in a given search result conditionally depends on: a probability that a preceding document in the given search result is examined by a user viewing the given search result; a probability that the preceding document is clicked on by a user viewing the given search result, which conditionally depends directly on the probability that the preceding document is examined and on a probability of relevance of the preceding document.
摘要:
Tetrapyrollic photosensitizers and imaging agent compounds having A, B, C, and D rings and having a reduced B ring and an oxidized D ring. The compounds preferably have a purity of at least 95 percent and preferably have a fused system connected at an unsaturated carbon atom of the C ring nearest the D ring and at the unsaturated carbon atom between the C and D rings. The invention also includes a method of making the compounds at over 95 percent yield by starting with a B and D ring oxidized tetrapyrollic compound and dissolving it in a halogenated hydrocarbon solvent and treating it with sufficient nitroalkane solution of FeCl3.6H2O to oxidize the D ring and separating the resulting organic layer and drying.
摘要:
An apparatus includes a substrate, a magnetically soft underlayer on the substrate, and a plurality of generally cubic FePt nanoparticles on the magnetically soft underlayer, wherein the nanoparticles have a magnetization in a direction substantially normal to a surface of the magnetically soft underlayer. The FePt nanoparticles can have magnetically easy axes perpendicular to the surface of the soft underlayer.
摘要:
A digital current share bus interface connects to a power module which provides a signal representative of its output current, and adjusts the module's output current in response to a control signal received from the interface. A data formatting module receives the output current signal and generates a digital word that varies with the current; the bits of the word are coupled to a current share bus. A comparator module receives digital words conveyed via the bus and generated by the data formatting module at respective inputs, and provides the control signal to the power module so as to adjust its output current to match the current value represented by the digital word on the bus. In a typical implementation, multiple power modules are coupled to the current share bus via respective interfaces, with the output currents of all the power modules connected in parallel.
摘要:
A method is disclosed for archiving data in a storage server using a runtime monitoring system. The method includes providing a plurality of data files and creating access logs according to a specified format, which may include an append only access log, from the plurality of data files. At least one of the access logs from the plurality of data files is examined and a file will be archived from the examination of the access logs. An archive procedure is initiated for a file when the file has not been accessed for a specified period of time. If the file will be archived includes ascertaining if the file has a duplicate entry in the access log, and archiving the file when the file does not have the duplicate entry in the access log.
摘要:
An interconnect structure between HyperTransport bus interface boards, for interconnecting corresponding HyperTransport bus interfaces disposed on different Printed Circuit Boards (PCBs) via a connector. The connector cuts across a HyperTransport bus, and terminals of two HyperTransport bus interfaces on different PCBs connected via the connector are connected with each other correspondingly via connecting lines sequentially distributed, so as to avoid the intercross of the connecting lines. The present invention may solve the problem of intercrossing of signals on the HyperTransport bus between processors or other chips during inter-board connecting without the increase of PCB layer number or the degradation of signal quality and the additional cost.
摘要:
A technique of enciphering the graph-text document and its security transfer on a network. The sender of the graph-text document enciphers at least one graph-text document with digitizing algorithm provided by a control center and producing an enciphered and compressed cryptic document. Sender sends this enciphered cryptic document to a recipient, who prints out the enciphered graph-text document. The control center sends the positioning parameters of a reader sheet, the coordinates of the pole and the polar angle, to the recipient, who puts the reader sheet onto the document sheet at the right position and right orientation as indicated by the parameters received. The original document thus is revealed as a four dimensional (four parametric) document and is ready to be read.
摘要:
The present technology relates to a multimedia content self-adaptive method and a multimedia playing system, wherein the multimedia content self-adaptive method includes: obtaining context information; solving the media content adaptation problem according to the obtained context information. Applying the multimedia content self-adaptive method and multimedia playing system provided by the present technology, the content adaptation for the AV playing environment can be realized under the UPnP AV standard, thereby providing intelligent multimedia services.
摘要:
A method for manufacturing a printed circuit board with cavity includes following steps. First, a first substrate is provided. The first substrate includes a first electrically conductive layer defining an exposed portion and a laminating portion. Second, a second substrate is provided. The second substrate includes an unwanted portion corresponding to the exposed portion and a preserving portion. Third, a first annular bump surrounding the exposed portion is formed. Fourth, a second annular bump surrounding the unwanted portion is formed. Fifth, a first adhesive layer defining an opening is provided. Sixth, the first and second substrates are laminated to the first adhesive layer, the exposed portion and the unwanted portion are exposed in the opening, and the second annular bump is in contact with the first annular bump. Seventh, the unwanted portion is removed and a cavity is defined, the exposed portion is exposed in the cavity.