{"product_id":"robust-resource-allocation-for-parallel-distributed-computing-systems-von-vladimir-shestak","title":"ROBUST RESOURCE ALLOCATION FOR PARALLEL DISTRIBUTED COMPUTING SYSTEMS","description":"\u003cp\u003eThis book investigates a problem of robust resource allocation for  distributed computing systems operating under QoS constraints.  Often, such systems function in a physical  environment replete with uncertainty causing the amount of  processing required over time to fluctuate substantially. The first  two chapters show how an effective resource allocation can be  achieved in the shipboard distributed computing system and IBM  cluster based imaging system. The general form of stochastic  robustness metric is presented next, where the relationship between  uncertainty in system and its impact on performance are linked  stochastically. The utility of the established metric is exploited for  the large class of distributed systems operating on periodically  updated data sets. One of the major reasons for possible QoS  violations in distributed systems is a loss of resources, frequently  caused by abnormal operating conditions. The last chapter describes  a solution method based on the concepts of the Derman- Lieberman- Ross theorem. The experimental results indicate a  significant potential of this approach to generate robust resource  allocations in unstable distributed systems.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838366722\"\u003e\u003ch3\u003eROBUST RESOURCE-ALLOCATION METHODS FOR QOS-CONSTRAINED PARALLEL DISTRIBUTED COMPUTING SYSTEMS\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838366722","offer_id":39469174620253,"sku":"9783838366722","price":59.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/4f836728-182a-49b6-901a-b40bf6c51ea6.jpg?v=1773124785","url":"https:\/\/shop.autorenwelt.de\/products\/robust-resource-allocation-for-parallel-distributed-computing-systems-von-vladimir-shestak","provider":"Autorenwelt Shop","version":"1.0","type":"link"}