{"product_id":"large-scale-graph-analysis-system-algorithm-and-optimization-von-lei-chen-bin-cui-yingxia-shao","title":"Large-scale Graph Analysis: System, Algorithm and Optimization","description":"\n                                \n                \u003cp\u003eThis book introduces readers to a workload-aware methodology for large-scale graph algorithm optimization in graph-computing systems, and proposes several optimization techniques that can enable these systems to handle advanced graph algorithms efficiently. More concretely, it proposes a workload-aware cost model to guide the development of high-performance algorithms. On the basis of the cost model, the book subsequently presents a system-level optimization resulting in a partition-aware graph-computing engine, PAGE. In addition, it presents three efficient and scalable advanced graph algorithms – the subgraph enumeration, cohesive subgraph detection, and graph extraction algorithms.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eThis book offers a valuable reference guide for junior researchers, covering the latest advances in large-scale graph analysis; and for senior researchers, sharing state-of-the-art solutions based on advanced graph algorithms. In addition, all readers will find a workload-aware methodology fordesigning efficient large-scale graph algorithms.\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789811539275\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789811539305\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9789811539275","offer_id":32650968334429,"sku":"9789811539275","price":160.49,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9789811539305","offer_id":40150868328541,"sku":"9789811539305","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/4b433aae-9cdb-4989-8547-c1df97746393.jpg?v=1773990989","url":"https:\/\/shop.autorenwelt.de\/products\/large-scale-graph-analysis-system-algorithm-and-optimization-von-lei-chen-bin-cui-yingxia-shao","provider":"Autorenwelt Shop","version":"1.0","type":"link"}