Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Despite recent advances in distributed RDF data management, processing large-amounts of RDF data in the cloud is still very challenging. In spite of its seemingly simple data model, RDF actually encodes rich and complex graphs mixing both instance and schema-level data. Sharding such data using classical techniques or partitioning the graph using traditional min-cut algorithms leads to very inefficient distributed operations and to a high number of joins. ,  describe DiploCloud, an efficient and scalable distributed RDF data management system for the cloud. Contrary to previous approaches, DiploCloud runs a physiological analysis of both instance and schema information prior to partitioning the data. ,  describe the architecture of DiploCloud, its main data structures, as ll as the new algorithms  use to partition and distribute data.  also present an extensive evaluation of DiploCloud showing that our system is often two orders of magnitude faster than state-of-the-art systems on standard workloads.
['Marcin Wylot', 'Philippe Cudré-Mauroux']
I am writing a research paper on a idea DiploCloud: Efficient and Scalable Management of RDF Data in the Cloud
[{"from": "human", "value": "I am writing a research paper on a idea DiploCloud: Efficient and Scalable Management of RDF Data in the Cloud"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Despite recent advances in distributed RDF data management, processing large-amounts of RDF data in the cloud is still very challenging. In spite of its seemingly simple data model, RDF actually encodes rich and complex graphs mixing both instance and schema-level data. Sharding such data using classical techniques or partitioning the graph using traditional min-cut algorithms leads to very inefficient distributed operations and to a high number of joins. ,  describe DiploCloud, an efficient and scalable distributed RDF data management system for the cloud. Contrary to previous approaches, DiploCloud runs a physiological analysis of both instance and schema information prior to partitioning the data. ,  describe the architecture of DiploCloud, its main data structures, as ll as the new algorithms  use to partition and distribute data.  also present an extensive evaluation of DiploCloud showing that our system is often two orders of magnitude faster than state-of-the-art systems on standard workloads."}]