{"product_id":"books-large-scale-graph-analysis-system-algorithm-and-optimization-by-yingxia-shao","title":"Large-scale Graph Analysis: System, Algorithm and Optimization","description":"\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\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\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"World of Books ","offers":[{"title":"Default Title","offer_id":53772527632657,"sku":null,"price":0.0,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9789811539305_eac86dae-4166-45d3-8715-b3550d136001.jpg?v=1783974364","url":"https:\/\/www.worldofbooks.com\/en-au\/products\/books-large-scale-graph-analysis-system-algorithm-and-optimization-by-yingxia-shao","provider":"World of Books ","version":"1.0","type":"link"}