{"product_id":"resource-and-accuracy-management-in-cloud-environments-von-smita-vijayakumar","title":"Resource and Accuracy Management in Cloud Environments","description":"\u003cp\u003eThe recent emergence of is making the vision of utility computing realizable, i.e., computing resources and services from a cloud can be delivered, utilized, and paid for in the same fashion as utilities like water or electricity. Current research points towards more fine-grained allocation and pricing of resources in the future. We consider streaming applications, where the data is generated by external sources. Because of the pay-as-you-go model, resource provisioning should be performed carefully, keeping resource costs to a minimum, while meeting application needs. In the first part of our work, we focus on such environments where one needs to avoid both resource under-provisioning (leading to application slowdown) and over-provisioning (leading to unnecessary resource costs). The second part of our work focuses on streaming applications which have adaptable parameters that provide flexibility in the level of computational accuracy\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783659308062\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783659308062","offer_id":39485357260893,"sku":"9783659308062","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/317779b5-29f5-454f-9207-78dc0f19f9ec.jpg?v=1773378966","url":"https:\/\/shop.autorenwelt.de\/products\/resource-and-accuracy-management-in-cloud-environments-von-smita-vijayakumar","provider":"Autorenwelt Shop","version":"1.0","type":"link"}