Fair Multi-agent Task Allocation for Large Data Sets Analysis

Conference object English OPEN
Baert , Quentin; Caron , Anne-Cécile; Morge , Maxime; Routier , Jean-Christophe;
(2016)
  • Publisher: Springer
  • Related identifiers: doi: 10.1007/978-3-319-39324-7_3
  • Subject: [ INFO.INFO-MA ] Computer Science [cs]/Multiagent Systems [cs.MA] | MapReduce | [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] | ACM: I.: Computing Methodologies/I.2: ARTIFICIAL INTELLIGENCE/I.2.11: Distributed Artificial Intelligence/I.2.11.3: Multiagent systems | [INFO.INFO-MA]Computer Science [cs]/Multiagent Systems [cs.MA] | Negotiation | Multi-agent system | [ INFO.INFO-AI ] Computer Science [cs]/Artificial Intelligence [cs.AI] | ACM : I.: Computing Methodologies/I.2: ARTIFICIAL INTELLIGENCE/I.2.11: Distributed Artificial Intelligence/I.2.11.3: Multiagent systems | Big Data

International audience; Many companies are using MapReduce applications to process very large amounts of data. Static optimization of such applications is complex because they are based on user-defined operations, called map and reduce, which prevents some algebraic opt... View more
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