CACM Web Account Membership in ACM includes a subscription to Communications of the ACM (CACM), the computing industry's most trusted source for staying connected to the world of advanced computing. Sign In Sign Up Recently, there has been considerable renewed interest in the CAP theorem [1] for database management system (DBMS) applications that span multiple processing sites. In brief, this theo
MapReduce complements DBMSs since databases are not designed for extract-transform-load tasks, a MapReduce specialty. The MapReduce7 (MR) paradigm has been hailed as a revolutionary new platform for large-scale, massively parallel data access.16 Some proponents claim the extreme scalability of MR will relegate relational database management systems (DBMS) to the status of legacy technology. At lea
MapReduce advantages over parallel databases include storage-system independence and fine-grain fault tolerance for large jobs. Mapreduce is a programming model for processing and generating large data sets.4 Users specify a map function that processes a key/value pair to generate a set of intermediate key/value pairs and a reduce function that merges all intermediate values associated with the sa
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University CS departments are incorporating game design and development to prepare their students for the game industry's expectations. Scene from the Artemis Chronicle PC game built with Microsoft's XNA toolkit and the USC GamePipe Laboratory NitroX game engine. In technology, the conceptual age is defined by cognitive or creative assets, including design, storytelling, artistry, empathy, play, a
In 1987, Jim Gray and Gianfranco Putzolu published their now-famous five-minute rule15 for trading off memory and I/O capacity. Their calculation compares the cost of holding a record (or page) permanently in memory with the cost of performing disk I/O each time the record (or page) is accessed, using appropriate fractional prices of RAM chips and disk drives. The name of their rule refers to the
The convergence of CS and biology will serve both disciplines, providing each with greater power and relevance. Throughout the history of computer science, leading researchersâincluding Turing, von Neumann, and Minskyâhave looked to nature. This inspiration has often led to extraordinary results, some of which acknowledged biology even in their names: cellular automata, neural networks, and geneti
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