Numerical considerations: the complexity of filtering in a sub-window is O(kqNpNi), where q is the number of frames in a sub-window. For the online version, q represents the number of frames in the past that we
I can’t speak for everyone, but none of us are interested in just doing someone else’s homework for him. We’re interested in playing with a fun little thing. These kinds of homeworks introduce a degree of complexity that the student has not had to do before now, but which is trivi...
While using this pattern, you have to decide betweenunorderedWait(where it emits the result to the next operator as soon as the response is received, disregarding the order of the elements on the stream) andorderedWait(where it waits until all inflight I/O operations complete, then sends the...
It's goal is to serve as a common high-performance streaming data layer in which all personas of developers, ranging from Data Scientists to DevOps and Performance Engineers, find value.Major features and differentiatorsBuilt in C++ for performance, with Python bindings for ease of use and ...
Since decoding complexity is proportional to the number of trellis states and branches, this tends to become excessively computationally expensive. 3.4.2 STBC Space-time block codes, as the name suggests, are block rather than trellis-based. In their best known form they avoid the complexity ...
In this paper we identify an extension of Petri nets with unordered data, for which this is not the case and continuous semantics leads to a substantial reduction in the complexity of the reachability problem. Unordered Data Petri Nets. The possibility of equipping tokens with some addi- tional...
The last decade of phylogenetics has seen the development of many methods that leverage constraints plus dynamic programming. The goal of this algorithmic technique is to produce a phylogeny that is optimal with respect to some objective function and tha
. This data needs to be modeled in a uniform way to make it easy to read and process. Once these basic needs of capturing data in a uniform way are taken care of it is reasonable to work on infrastructure to process this data in various ways—MapReduce, real-time query systems, etc....
information, with varying degrees of resolution and accuracy, introduces considerable additional complexity in the system, as information could increase further the level of interaction, randomness and hence unpredictability of the system, or alternatively exert a regulation effect (in a control theoretic ...
I came in a little bit late with ten days left before the public leaderboard being closed. It turns out to be a good thing for me, as I usually find it easier to convince myself of spending spare time on competitions when they are finishing. : ). At the time when this is written,...