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The origins of data warehousing and decision support systems (DSS) processing hark back to the very early days of computers and information systems. It is interesting that DSS processing developed out of a long and complex evolution of information technology. Its evolution continues today. Figure 1-1 shows the evolution of information processing from the early 1960s through 1980. In the early 1960s, the world of computation consisted of creating individual applications that were run using master files. The applications featured reports and programs, usually built in an early language such as Fortran or COBOL. Punched cards and paper tape were common. The master files of the day were housed on magnetic tape. The magnetic tapes were good for storing a large volume of data cheaply, but the drawback was that they had to be accessed sequentially. In a given pass of a magnetic tape file, where 100 percent of the records have to be accessed, typically only 5 percent or fewer of the records are actually needed. In addition, accessing an entire tape file may take as long as 20 to 30 minutes, depending on the data on the file and the processing that is done. Around the mid-1960s, the growth of master files and magnetic tape exploded. And with that growth came huge amounts of redundant data. The proliferation of master files and redundant data presented some very insidious problems:

When an outsourcing initiative is implemented, staff undertaking the activities involved are likely to be redeployed elsewhere within the organization, transferred to the new service

TABLE 28.2B . Advanced PACS and informatics training schedule at IPILab Wed 9/3/08 Work ow and PACS Simulator 8:30AM to 10:30AM Lecture: How to Divorce a PACS Manufacturer Case Study: USCRA Siemens to Fuji Kevin Wang, Brent Liu 10:30AM to 12:30PM Clinical IT Ride-Along: HCC2 Kevin Wang, PACS IT Support Team 10:30AM to 12:30PM Lecture: Medical Imaging Informatics PACS-based CAD Case Study: Automatic Bone Age Assessment Dr. Lucy Zhang 12:30PM to 2:00PM LUNCH 8:30AM to 10:30AM Lecture: Introduction to PACS-Based CAD Brent Liu Thu 9/4/08 CAD Fri 9/5/08 Data Migration, Security, and Fault Tolurance 8:30AM to 10:30AM Data Migration with Case Studies Brent Liu

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The FDA enforces the implementation of current good manufacturing practice (cGMP, GMP) regulations (21 CFR Parts 210 and 211) [1] for drug products manufactured in the United States (also applicable to drugs and drug components manufactured abroad and imported into the United Sates), under the Food, Drug, and Cosmetic Act (FD&C Act). Under FD&C Act 501(a)(2)(B), failure to comply with any GMP regulation shall render such drug to be adulterated and such drug as well as the person who is responsible for failure to comply shall be subjected to regulatory action [1]. It is important to understand the regulatory de nitions of nished drug product, active ingredient, and inactive ingredient [1] in the context of the discussions on the subject presented here. Under GMP regulations 21 CFR Part 210.3(b)(4), drug product is de ned as a nished dosage form, for example, tablets, capsule, and solution, that contains an active ingredient generally, but not necessarily, in association

in contrast t o the contents of the book so far which has been on signal reception, a number of transmit beamforming techniques are discussed.

In GSM, one time slot is allocated to a certain circuit-switched (CS) connection. The TS is dedicated to the MS for the whole call duration. In (E)GPRS, unlike GSM, one time slot can be shared among at most eight PS connections called temporary block ows

3s 2 2

However, if the program or your entire computer crashes, you ll probably be left with one or more .ac$ files. A good guideline for erasing .ac$ files is to only erase those from yesterday or earlier. Leave today s alone.