Data Mining Tools and Techniques: a review

Data mining automates the detection of relevant patterns in a database, using defined approaches andalgorithms to look into current and historical data that can then be analyzed to predict future trends.Because data mining tools predict future trends and behaviors by reading through databases for hiddenpatterns, they allow organizations to make proactive, knowledge-driven decisions and answer questions thatwere previously too time-consuming to resolve. The data mining methods such as clustering, associationrules, sequential pattern, statistics analysis, characteristics rules and so on can be used to find out the usefulknowledge, enabling such data to become the real fortune of logistics companies and support theirdecisions and development. This paper introduces the significance use of data mining tools and techniquesin logistics management system, and its implications. Finally, it is pointed out that the data miningtechnology is becoming more and more powerful in logistics management.Keywords: Logistics management, Data Mining concepts, application areas, Tools and Technique

Memory management and optimization using distributed shared memory systems for high performance computing clusters

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Clustering and Grid Computing: Age of Crisis

Clustering has evolved as a mature technique and developed in to grid computing. With increasing complexity of today's world, processing power offered by grid computing has become great help to solve complex problems. However cluster computing is going through an age of crisis. This crisis has come due to the fact that it is useful but still efficiency is much below the expected limits. In this paper problems related to efficiency of Cluster / Grid computing are discussed with suggestion regarding possible solutions

AFFECT OF PARALLEL COMPUTING ON MULTICORE PROCESSORS

Our main aim of research is to find the limit of Amdahl's Law for multicore processors, to make number of cores giving more efficiency to overall architecture of the CMP(Chip Multi Processor a.k.a. Multicore Processor). As it is expected this limit will be in the architecture of Multicore Processor, or in the programming. We surveyed the architecture of the Multicore processors of various chip manufacturers namely INTEL™, AMD™, IBM ™ etc., and the various techniques there followed in, for improving the performance of the Multicor

A CROSS LAYER INTERACTIVE PROTOCOL MECHANISM FOR MANET WITH A REALISTIC RESPONSE TO NETWORK STIMULATION

Protocol layering technique employed in TCP/IP reference model limits interaction among the layers. Any alteration of a network element as a response to a network condition is made and used inside of its limited scope. Benefits of any protocol enhancement are not resulted in a significant overall performance of network. In this paper we bring an effective interaction among the protocol layers by sharing valuable state information. This information is used for making a correct decision for an optimized adaptation or reasonable response. In this paper we have brought some enhancement in Medium Access Control layer and network layer in such a way that network element in one layer is useful for the improvement of network element in other layer. In other words we have made a value addition for different network variables. Simulation result shows that our approach provides significant performance enhancement in Mobile adhoc networks in terms of various performance metrics like throughput, packet reception, delay etc