X-Git-Url: https://git.martlubbers.net/?a=blobdiff_plain;f=introduction.tex;h=83fca1eb7b3d3b3c8e161e829b2f9bed88608f23;hb=4a3a621122fc747cdf156468efd3c06f896f70dc;hp=8d5de43aa9d43a9a7abbca85f226c5577b0aa32e;hpb=66de2590bcb4046b92ea54bcd3e55b38208be17b;p=msc-thesis1617.git diff --git a/introduction.tex b/introduction.tex index 8d5de43..83fca1e 100644 --- a/introduction.tex +++ b/introduction.tex @@ -1,5 +1,5 @@ \section{Introduction} -\Gls{IoT} technology is emerging very quickly. It offers myriads of solutions +\Gls{IoT} technology is emerging rapidly. It offers myriads of solutions and transforms the way we interact with technology. Initially the term was coined to describe \gls{RFID} devices and the @@ -8,8 +8,8 @@ all small devices that communicate with each other and the world. These devices are often equipped with sensors, \gls{GNSS}\footnote{e.g.\ the American \gls{GPS} or the Russian \gls{GLONASS}} and actuators% ~\cite{da_xu_internet_2014}. With these new technologies information -can be tracked very accurately using very little power and bandwidth. Moreover, -\gls{IoT} technology is coming into people's homes, clothes and +can be tracked accurately using little power and bandwidth. Moreover, \gls{IoT} +technology is coming into people's homes, clothes and healthcare~\cite{riazul_islam_internet_2015}. For example, for a few euros a consumer ready fitness tracker watch can be bought that tracks heartbeat and respiration levels. @@ -27,7 +27,7 @@ combinators. incident management~\cite{lijnse_top_2013}. Interfaces are automatically generated for the types of data which makes rapid development possible. \Glspl{Task} in the \gls{iTasks} system are modelled after real life workflow -tasks but the modelling is applied on a very high level. Therefore it is +tasks but the modelling is applied on a high level. Therefore it is difficult to connect \gls{iTasks}-\glspl{Task} to real world \glspl{Task} and allow them to interact. A lot of the actual tasks could be performed by small \gls{IoT} devices. Nevertheless, adding such devices to the current system is @@ -42,7 +42,7 @@ This forces a fixed logic in the device that is set at compile time. Many small \gls{IoT} devices have limited processing power but can still contain decision making. Oortgiese et al.\ lifted \gls{iTasks} from a single server model to a distributed server architecture that is also runnable on small -devices such as those powered by \acrshort{ARM}~\cite{% +devices such as those powered by \gls{ARM}~\cite{% oortgiese_distributed_2017}. However, this is limited to fairly high performance devices that are equipped with high speed communication channels. Devices in \gls{IoT} often have only \gls{LTN} communication with low bandwidth @@ -52,7 +52,7 @@ run an entire \gls{iTasks} core. \section{Problem statement} The updates to the \gls{mTask}-system~\cite{koopman_type-safe_nodate} will bridge this gap by introducing a new communication protocol, device application -and \glspl{Task} synchronizing the formers. The system can run on devices as +and \glspl{Task} synchronizing the two. The system can run on devices as small as \gls{Arduino} microcontrollers~\cite{noauthor_arduino_nodate} and operates via the same paradigms and patterns as regular \glspl{Task} in the \gls{TOP} paradigm. Devices in the \gls{mTask}-system can run small imperative @@ -71,12 +71,11 @@ Chapter~\ref{chp:dsl} discusses the pros and cons of different embedding methods to create \gls{EDSL}. Chapter~\ref{chp:mtask} shows the existing \gls{mTask}-\gls{EDSL} on which is extended upon in this dissertation. -Chapter~\ref{chp:arch} shows the architecture used for \gls{IoT}-devices that -are a part of the new \gls{mTask}-system. Chapter~\ref{chp:mtaskcont} shows the extension added to the \gls{mTask}-\gls{EDSL} that were needed to make the system function. -Chapter~\ref{chp:itasksint} shows the integration with \gls{iTasks} that was -built to realise the system. +Chapter~\ref{chp:arch} shows the architecture used for \gls{IoT}-devices that +are a part of the new \gls{mTask}-system. It covers the client software running +on the device and the server written in \gls{iTasks}. Chapter~\ref{chp:conclusion} concludes by answering the research questions and discusses future research. Appendix~\ref{app:communication-protocol} shows the concrete protocol used for @@ -88,38 +87,46 @@ Text written using the \CI{Teletype} font indicates code and is often referring to a listing. \emph{Emphasized} text is used for proper nouns and words that have a unexpected meaning. +The complete source code of this thesis can be found in the following git +repository:\\ +\url{https://git.martlubbers.net/msc-thesis1617.git} + +The complete source code of the \gls{mTask}-system can be found in the +following git repository: +\url{https://git.martlubbers.net/mTask.git} + \section{Related work} -Several types of similar research have been conducted concerning these matters. -Microcontrollers such as the \gls{Arduino} can be remotely controlled by the -\gls{Firmata}-protocol\footnote{``firmata/protocol: Documentation of the -Firmata protocol.'' (\url{https://github.com/firmata/protocol}). [Accessed: -23-May-2017].}. This protocol -is designed to expose the peripherals such as sensors to the server. This -allows very fine grained control but with the cost of excessive communication -overhead since no code is executed on the device, only the peripherals are -queried. A \gls{Haskell} implementation of the protocol has been created% -\footnote{``hArduino by LeventErkok.'' (\url{% +Similar research has been conducted concerning these matters. +For example, microcontrollers such as the \gls{Arduino} can be remotely +controlled by the \gls{Firmata}-protocol\footnote{``firmata/protocol: +Documentation of the Firmata protocol.'' +(\url{https://github.com/firmata/protocol}). [Accessed: 23-May-2017].}. This +protocol is designed to expose the peripherals such as sensors to the server. +This allows very fine grained control but with the cost of excessive +communication overhead since no code is executed on the device, only the +peripherals are queried. A \gls{Haskell} implementation of the protocol is +also available\footnote{``hArduino by LeventErkok.'' (\url{% https://leventerkok.github.io/hArduino}). [Accessed: 23-May-2017].}. \Gls{Clean} has a history of interpretation and there is a lot of research happening on the intermediate language \gls{SAPL}. \Gls{SAPL} is a purely functional intermediate language that has interpreters written in -\gls{C++}~\cite{jansen_efficient_2007} and \gls{Javascript}% +\gls{C++}~\cite{jansen_efficient_2007}, \gls{Javascript}% ~\cite{domoszlai_implementing_2011} and \gls{Clean} and \gls{Haskell} compiler backends~\cite{domoszlai_compiling_2012}. However, interpreting the resulting -code is still heap-heavy and therefore not directly suitable for devices with as -little as $2K$ of RAM such as the \gls{Arduino} \emph{UNO}. It might be +code is still heap-heavy and therefore not directly suitable for devices with +as little as $2K$ of RAM such as the \gls{Arduino} \emph{UNO}. It might be possible to compile the \gls{SAPL} code into efficient machine language or \gls{C} but then the system would lose its dynamic properties since the microcontroller then would have to be reprogrammed every time a new \gls{Task} is sent to the device. \Glspl{EDSL} have often been used to generate \gls{C} code for microcontroller -environments. For starters, this work is built upon the \gls{mTask}-\gls{EDSL} -that generates \gls{C} code to run a \gls{TOP}-like system on microcontrollers% -~\cite{plasmeijer_shallow_2016}~\cite{koopman_type-safe_nodate}. -Again, this requires a reprogramming cycle every time the -\gls{Task}-specification is changed. +environments. This work uses parts of the existing \gls{mTask}-\gls{EDSL} which +generates \gls{C} code to run a \gls{TOP}-like system on microcontrollers% +~\cite{plasmeijer_shallow_2016}~\cite{koopman_type-safe_nodate}. Again, this +requires a reprogramming cycle every time the \gls{Task}-specification is +changed. Another \gls{EDSL} designed to generate low-level high-assurance programs is called \gls{Ivory} and uses \gls{Haskell} as a host language%