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Everything about Machine to machine
Communication between devices
Machine to machine (M2M) is direct communication between devices using any communications channel, including wired and Wireless. M2M communication can include industrial instrumentation, where a sensor communicates the data it records, as well as telematics, which uses M2M to enable a fleet telematics system to monitor mobile assets. Such communication was originally accomplished by having a remote network of machines relay information back to a central hub for analysis, which would then be rerouted into a system like a personal computer. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Machine to machineA 5-minute orientation
- Skim a recent paper: TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methodsInfluential work since 2022
- Pick up a classic book: Machine-to-machine marketing (M3) via anonymous advertising apps anywhere anytime (A5)The most-reprinted book on the subject
- Read the landmark paper: Greedy function approximation: A gradient boosting machine.Cited 24,326 times
- Go sideways: WavecomA closely related topic
- Go sideways: RacoWirelessA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Greedy function approximation: A gradient boosting machine.
Extreme learning machine: Theory and applications
An algorithm for the machine calculation of complex Fourier series
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
Physics-informed machine learning
Machine learning: Trends, perspectives, and prospects
Least Squares Support Vector Machine Classifiers
The use of the area under the ROC curve in the evaluation of machine learning algorithms
🆕 Influential since 2022
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
Scientific Machine Learning Through Physics–Informed Neural Networks: Where we are and What’s Next
CARD 2023: expanded curation, support for machine learning, and resistome prediction at the Comprehensive Antibiotic Resistance Database
CheckM2: a rapid, scalable and accurate tool for assessing microbial genome quality using machine learning
Leakage and the reproducibility crisis in machine-learning-based science
📚 Books worth reading
Machine-to-machine marketing (M3) via anonymous advertising apps anywhere anytime (A5)Jesus Mena · 2012
Cooperative Control of Multi-Agent SystemsZhong-Kui Li, Zhisheng Duan · 2014- 📕M2M communicationsDavid Boswarthick, Omar Elloumi · 2012
Humility Is the New SmartEdward D. Hess, Katherine Ludwig · 2017- 📕Device-To-Device-based Proximity ServiceYufeng Wang, Athanasios V. Vasilakos · 2017
Machine-To-Machine CommunicationsVojislav B. Misic, Jelena Misic · 2014
The magic of free-machine embroideryDoreen Curran · 1992- 📕Gedanken von den Eigenschaften, Wirkungen und Ursachen der ElectricitätJohann Heinrich Winkler · 1744
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Wavecom Wavecom (acquired by Sierra Wireless in 2009) was a French technology company that developed and manufactured embedded wireless technology for Machine…
- RacoWireless RacoWireless was a provider of wireless products and services focusing on the machine to machine (M2M) industry. The company delivered wireless data and…
- Sierra Wireless Sierra Wireless (a subsidiary of Semtech Corporation) is a Canadian multinational wireless communications equipment designer, manufacturer and services…
- Telematics Telematics is an interdisciplinary field encompassing telecommunications, vehicular technologies (road transport, road safety, etc.), electrical engineering…
- Telit Cinterion Telit Cinterion (known as Telit prior to January 1, 2023) is an Internet of Things (IoT) Enabler company headquartered in Boca Raton, Florida, United States…
- ERM Telematics ERM Electronic Systems ltd., also known as ERM Advanced Telematics, is an Israeli electronic company specializing in the design, development, and manufacture…
- KORE Wireless KORE Wireless is a privately-owned company that provides IoT connectivity, managed services, and related solutions. The company supports applications across…
- Verizon Business Verizon Business (formerly known as Verizon Enterprise Solutions) is a division of Verizon Communications based in Basking Ridge, New Jersey, that provides…