By G. James
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Most twitter or facebook users use their real identities when using social media) 3. Availability of massively distributed and human computing components 4. Necessity to develop always very complicated mechanisms, where grass-routes development and optimization are the most general and eﬀective approaches The applications that will be developed in the future, will be developed and deployed in this environment, and these characteristics must be taken into account during their design. In fact, the development of tools that to support this process is an extremely important stepping stone for the development of successful applications.
In: SDM (2012) 17. : Gas-phase chemistry dominates o3 loss to a forest, implying a source of aerosols and hydroxyl radicals to the atmosphere. Geophysical Research Letters 30(7) (2007) 18. : Sketch-based querying of distributed sliding-window data streams. PVLDB 5(10) (2012) 19. : Distributed threshold querying of general functions by a diﬀerence of monotonic representation. PVLDB 4(2) (2010) 20. : Image analysis and mathematical morphology. Academic Press, London (1982) 21. : Handling non-linear polynomial queries over dynamic data.
1. Why GM may fail for heterogeneous streams. Here C is equal to a square, and the data distribution at the two nodes is schematically represented by samples. 1, and Figure 2). seek to formulate an optimization problem, whose solution deﬁnes the safe-zones at all nodes. The safe-zones should satisfy the following properties: Correctness: If Si denotes the safe-zone at node Ni , we must have: n (vi ∈ Si ) → (v1 + ... + vn )/n ∈ C. This ensures that every threshold crossing i=1 by f (v) will result in a safe-zone breach in at least one node.