Advances in Neural Information Processing Systems 11 by Michael S. Kearns, Michael J. Kearns, Sara A. Solla, David

By Michael S. Kearns, Michael J. Kearns, Sara A. Solla, David A. Cohn

The once a year convention on Neural info Processing platforms (NIPS) is the flagship convention on neural computation. It attracts preeminent educational researchers from worldwide and is generally thought of to be a exhibit convention for brand spanking new advancements in community algorithms and architectures. The vast diversity of interdisciplinary learn components represented contains machine technology, neuroscience, facts, physics, cognitive technological know-how, and plenty of branches of engineering, together with sign processing and keep an eye on conception. merely approximately 30 percentage of the papers submitted are authorized for presentation at NIPS, so the standard is highly excessive. those lawsuits include the entire papers that have been awarded.

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VM Data Spaces architecture is standard on all System/390 processors. • System/390 Data Compression, standard on all processors supporting parallel sysplex, provides for hardware compression, executed in microcode, which requires about one-fifth the number of processor cycles of software-only compression. • The Asynchronous Data Mover Facility (ADMF) uses the I/O processor to move large amounts of data between central and expanded storage more efficiently, freeing the central processor for other work.

Six new zSeries OSA-Express enhancements for Linux were discussed earlier in this chapter. There is additional discussion of directors and switch alternatives, IBM and vendor, in the FICON section of Chapter 3. The IFL on a zSeries is a PU used to run Linux or Virtual Image Facility (VIF) for Linux images. Up to 15 optional orderable IFLs are available for a z900, depending on the model, and up to 4 for a z800. The model limitation is the number of available PUs (for example 12 or 20 on a z900) and their use by subtracting model-defined CPs, standard SAPs, a minimum of one spare PU, and defined optional SAPs, ICFs, and CBUs.

Later announcements extended the CMOS technology to low-end, standalone servers and then to a broad range of servers providing performance that now approaches the older bipolar technology processors, but with the ability to be coupled into parallel sysplexes in which total MIPS (Millions of Instructions per Second) can far exceed those of a bipolar processor. These new models reduced the overall cost of computing for businesses while providing them with greater flexibility. In April 1994, IBM added three configurations to the System/390 family, moving the System/390 into the world of parallel processing.

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