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Related Concept Videos

Network Function of a Circuit01:25

Network Function of a Circuit

Frequency response analysis in electrical circuits provides vital insights into a circuit's behavior as the frequency of the input signal changes. The transfer function, a mathematical tool, is instrumental in understanding this behavior. It defines the relationship between phasor output and input and comes in four types: voltage gain, current gain, transfer impedance, and transfer admittance. The critical components of the transfer function are the poles and zeros.
Neuronal Communication01:28

Neuronal Communication

Neurons, the fundamental units of the brain and nervous system, communicate through complex electrochemical signals that underpin all cognitive and bodily functions. This communication is primarily facilitated by a process involving the generation and propagation of an action potential along the axon of the neuron. When the internal electrical charge of a neuron surpasses a certain threshold, an action potential is triggered. This rapid change in voltage travels swiftly along the axon to the...
Protein Networks02:26

Protein Networks

An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
Protein Networks02:26

Protein Networks

An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
Hedgehog Signaling Pathway02:33

Hedgehog Signaling Pathway

The Hedgehog gene (Hh) was first discovered due to its control of the growth of disorganized, hair-like bristles phenotype in Drosophila, much like hedgehog spines. Hh plays a crucial role in the development of organs and the maintenance of homeostasis in both invertebrates and vertebrates. However, while Drosophila has only one Hh protein, mammals have multiple functional Hedgehog proteins - Sonic (Shh), Desert (Dhh), and Indian Hedgehog (Ihh). All of these homologous proteins have adapted to...
Short-distance Transport of Resources02:12

Short-distance Transport of Resources

Short-distance transport refers to transport that occurs over a distance of just 2-3 cells, crossing the plasma membrane in the process. Small uncharged molecules, such as oxygen, carbon dioxide, and water, can diffuse across the plasma membrane on their own. In contrast, ions and larger molecules require the assistance of transport proteins due to their charge or size. Transport across membranes also occurs within individual cells, playing a variety of essential roles for the plant as a whole.

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Related Experiment Video

Updated: Jun 12, 2026

Automated Deployment of an Internet Protocol Telephony Service on Unmanned Aerial Vehicles Using Network Functions Virtualization
07:49

Automated Deployment of an Internet Protocol Telephony Service on Unmanned Aerial Vehicles Using Network Functions Virtualization

Published on: November 26, 2019

Deploying a JupyterHub Server for Academic Research Using Netbooks as an Example.

Marouen Ben Guebila1, Enakshi Saha2, Mia Shapoval3

  • 1Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.

Current Protocols
|June 11, 2026
PubMed
Summary
This summary is machine-generated.

Deploying a JupyterHub server ensures reproducible computational environments for research. This approach accelerates scientific discovery and supports education by providing accessible, containerized environments for Jupyter Notebooks.

Keywords:
JupyterNetbooksVagrantcontainerized environmentsreproducibility

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Integration of 5G Experimentation Infrastructures into a Multi-Site NFV Ecosystem
10:15

Integration of 5G Experimentation Infrastructures into a Multi-Site NFV Ecosystem

Published on: February 3, 2021

Related Experiment Videos

Last Updated: Jun 12, 2026

Automated Deployment of an Internet Protocol Telephony Service on Unmanned Aerial Vehicles Using Network Functions Virtualization
07:49

Automated Deployment of an Internet Protocol Telephony Service on Unmanned Aerial Vehicles Using Network Functions Virtualization

Published on: November 26, 2019

Integration of 5G Experimentation Infrastructures into a Multi-Site NFV Ecosystem
10:15

Integration of 5G Experimentation Infrastructures into a Multi-Site NFV Ecosystem

Published on: February 3, 2021

Area of Science:

  • Computational Biology
  • Scientific Computing

Background:

  • Jupyter Notebooks offer a versatile platform for computational research, integrating code, annotations, and plots.
  • Reproducibility challenges arise from complex dependency installations and environment inconsistencies.

Purpose of the Study:

  • To provide comprehensive steps for deploying a JupyterHub server.
  • To demonstrate the value of JupyterHub in enhancing research reproducibility and accessibility.

Main Methods:

  • Detailed protocols for setting up a JupyterHub server, including environment management and security.
  • Experience-based insights from deploying and maintaining 'Netbooks' for network biology research.

Main Results:

  • JupyterHub enables containerized environments for fast, reproducible execution of Jupyter Notebooks.
  • The server facilitates access to computational tools from any device, improving workflow.

Conclusions:

  • JupyterHub deployment is recommended for computational work to improve reproducibility.
  • Adoption of JupyterHub can accelerate manuscript review and support educational initiatives.