and operation of communication networks can be of?oaded to machines. Some applications of ML in different networking areas have already matched these expectations in areas such as intrusion detection [2], traf?c classi?cation [3], cognitive radios [4]. Among various networking areas, in this paper we focus on ML for optical networking. M2M communications 1. M2M Communications in 3GPP LTE/LTE-A Networks: Architectures, Service Requirements, Challenges, and Applications Shqiperim Krasniqi Besfort Shtaloja Lirim Rexhepi 2. What is M2M? "M2M is about enabling the flow of data between machines and machines, and ultimately machines and people." I Dream of IoT/Chapter 6 : IoT and Machine-to-Machine (M2M) From Wikibooks, open books for an open world Introduction to machine-to-machine communication . The Internet of Things (IoT) is the interconnection of uniquely identified stand-alone and embedded computing devices within the Machine-to-machine communications refers to autonomous communication between devices or machines. This book serves as a key resource in M2M, which is set to grow significantly and is expected to generate a huge amount of additional data traffic and new revenue streams, underpinning key areas of the economy such as the smart grid, networked passive communication devices, in contrast to active devices, that can transmit because they have access to a power source like a battery. These have been the subject of earlier OECD work.1 • The term Machine to Machine communication (M2M) describes devices that are connected to Machine-to-Machine Communications Aleksandr Ometov 08.03.2016 Tampere, Finland. Why M2M from human being consuming work - To help us in real -time working on Big-Data - To have an opportunity to evolve! 2 Machine-to-Machine (M2M) means no human intervention while devices are communicating Machine-to-Machine communications (M2M); print of the Portable Document Format (PDF) version kept on a specific network drive within ETSI Secretariat. IBM International Business Machines ICT Information and Communication Technology Machine to Machine), the devices (D2D, Device to Device) or the vehicles (V2V, Vehicle to Vehicle) and the use of associated services and applications [10]. The goal is to consolidate all so far known and used machine-type communications (MTC, Machine Type Communication) through a single infrastructure. pdfMachine. pdfMachine office, pdfMachine pro, pdfMachine ultimate. A PDF creator to create and manipulate PDF files. itu.int 2 Introduction 4 3 The role of telephone numbers 5 3.1 Using telephone numbers in machine-to-machine communications 5 3.2 Distinguishing machine-to-machine numbers from other telephone numbers 6 4 Number supply and demand 8 4.1 Supply 8 4.2 Future demand 8 4.3 Current utilisation 11 5 Options for providing numbers 12 5.1 Summary 12 2 Introduction 4 3 The role of telephone numbers 5 3.1 Using telephone numbers in machine-to-machine communications 5 3.2 Distinguishing machine-to-machine numbers from other telephone numbers 6 4 Number supply and demand 8 4.1 Supply 8 4.2 Future demand 8 4.3 Current utilisation 11 5 Options for providing numbers 12 5.1 Summary 12 machine. hypothesis class. Fig. 2. Machine learning methodology that integrates domain knowl-edge during model selection. Moving beyond the basic formulation described above, machine learning tools can integrate available domain knowledge in the learning process. This is i