Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recently, MapReduce has been a key and popular technology for tackling data-intensive applications. But its two master servers in current MapReduce implementations have a single-failure problem, which may interrupt MapReduce operations and filesystem services. ,  propose a hybrid takeover scheme, called the Proactive and Adaptive Redundant System (PAReS for short), which employs three service-quality improvement mechanisms, including a proactive synchronization and replication method, a mutual monitoring algorithm, and an adaptive warm-up mechanism, to mitigate the above problems. The extensive experiments show that PAReS enhances service quality at acceptable energy consumption level and synchronization cost as compared with four stateof- the-art schemes.
['Jia-Chun Lin', 'Fang-Yie Leu', 'Ying-ping Chen']
I am writing a research paper on a idea PAReS: A Proactive and Adaptive Redundant System for MapReduce
[{"from": "human", "value": "I am writing a research paper on a idea PAReS: A Proactive and Adaptive Redundant System for MapReduce"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recently, MapReduce has been a key and popular technology for tackling data-intensive applications. But its two master servers in current MapReduce implementations have a single-failure problem, which may interrupt MapReduce operations and filesystem services. ,  propose a hybrid takeover scheme, called the Proactive and Adaptive Redundant System (PAReS for short), which employs three service-quality improvement mechanisms, including a proactive synchronization and replication method, a mutual monitoring algorithm, and an adaptive warm-up mechanism, to mitigate the above problems. The extensive experiments show that PAReS enhances service quality at acceptable energy consumption level and synchronization cost as compared with four stateof- the-art schemes."}]