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SUBJECT: Data Sharing in a Net-Centric Department of Defense POLICY: It is DoD policy that: Data is an essential enabler of network-centric warfare (NCW) and shall be made visible, accessible, and understandable to any potential user in the Department of Defense as early as possible in the life cycle to support mission objectives Data assets shall be made visible by creating and associating metadata ( tagging ), including discovery metadata, for each asset Discovery metadata shall conform to the Department of Defense Discovery Metadata Speci cation (reference (d)) DoD metadata standards shall comply with applicable national and international consensus standards for metadata exchange whenever possible All metadata shall be discoverable, searchable, and retrievable using DoD-wide capabilities Data assets shall be made accessible by making data available in shared spaces All data assets shall be accessible to all users in the Department of Defense except where limited by law, policy, or security classi cation Data that is accessible to all users in the Department of Defense shall conform to DoD-speci ed data publication methods that are consistent with GIG enterprise and user technologies Data assets shall be made understandable by publishing associated semantic and structural metadata in a federated DoD metadata registry To enable trust, data assets shall have associated information assurance and security metadata, and an authoritative source for the data shall be identi ed when appropriate Data interoperability shall be supported by making data assets understandable and by enabling business and mission processes to be reused where possible Semantic and structural agreements for data sharing shall be promoted through communities [eg, communities of interest (COIs)], consisting of data users (producers and consumers) and system developers, in accordance with reference (b) Data sharing concepts and practices shall be incorporated into education and awareness training and appropriate DoD processes

Amdah l's Law An often cited problem with parallel speedups is called Amdahl's Law (see Further Reading, Amdahl) This law states something that will seem obvi ous once you understand it The ability of a parallel algorithm to exhibit speedup over its sequential counterpart is inherently limited by the remain ing sequential parts after parallelization At some point, even if the paral lel parts scale perfectly, the sequential parts still remain and still take just as long to execute as they did before Taking a more holistic view, an entire program's performance increase due to parallelism will inherently be limited by its sequential portions

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This is unavoidable Even an algorithm that is embarrassingly parallel-that is, it will scale linearly-will have some amount of over heads associated with forking and joining work More formally, if 5 is the percentage of execution time that remains sequential (ie, 1 - 5 is the percentage that has been parallelized), and P is the degree of parallelism, then the maximum theoretical speedup you can expect to see is 1 (1 - 5) P

A cookie is a piece of information that contains a set of name/value pairs that is exchanged between a browser and a web server Netscape designed the cookie mechanism to overcome the limitations associated with the statelessness of the HTTP protocol It is used so that a web server can remember the user and maintain the illusion of a session (a collection of multiple stateless pages) This is called the session identification (SessionID) Because of the generic nature of cookies, they can be used for pretty much anything They are flexible enough that their names and values can be arbitrary and set or deleted during a session Cookies also have properties, and probably the most useful one is the lifetime of the cookie, which can be set to be anything from just a few minutes up to a designated year Typically they last for the duration of an HTTP session, but when the lifetime of a cookie is defined to exceed the duration of a session, the cookie is stored at the client side by the browser, if the browser allows it It is this last characteristic that makes some people extremely uncomfortable By virtue of being able to store a name/value pair in their machine and later being able to retrieve this piece of information you have the basic infrastructure for tracking the Internet habits of a user The textbook example of this invasion of privacy is doubleclickcom Although you might not have visited this web site, chances are that you have a cookie from them in you browser files Many web sites subscribe to doubleclickcom to present advertisement In order to know the kinds of things that you prefer and present a piece of advertising that might be of interest to you, doubleclickcom tracks your visits to members of their advertising network All this is done by means of a very simple cookie Although cookies are generating very strong controversy, this book will not concern itself with taking sides Instead we will limit ourselves to presenting them as an authentication mechanism In any case the user has the option to deny cookies (a very simple operation in the web browser) Additionally, many web sites are now alerting users that they can choose not to use cookies Depending on your position in the cookie argument you should consider building your web site so that it does not rely on them.

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