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Number and type of nodes and alternative paths that exist within a computer network
Network complexity is the number of nodes and alternative paths that exist within a computer network, as well as the variety of communication media, communications
Network_complexity
System composed of many interacting components
Healthcare Exchange Complexity Model Preiser-Kapeller, Johannes, "Calculating Byzantium. Social Network Analysis and Complexity Sciences as tools for
Complex_system
Feature of systems that defy description
Complexity characterizes the behavior of a system or model whose components interact in multiple ways and follow local rules, leading to non-linearity
Complexity
Conceptual framework
sociology, social complexity is a conceptual framework used in the analysis of society. In the sciences, contemporary definitions of complexity are found in
Social_complexity
Theory of learning in a digital age
Connectivism is an integration of principles related to chaos, network, complexity, and self-organization theories. Connectivism was first introduced
Connectivism
Measure of connection disorder in a network
to quantitatively characterize real complex networks and can also be used to quantify network complexity According to a 2018 publication by Zenil et al
Network_entropy
American technology company
source tool designed to run on OpenFlow devices that collects data on network complexity. The tool was developed by Stu Bailey (Infoblox CTO at the time) and
Infoblox
Amount of resources to perform an algorithm
In computer science, the computational complexity or simply complexity of an algorithm is the amount of resources required to run it. Particular focus
Computational_complexity
class was proposed in 1988 to formalize the computational complexity of artificial neural networks. The relationship between the TC, NC and the AC hierarchy
TC_(complexity)
Application of complexity theory to strategy
Complexity theory and organizations, also called complexity strategy or complex adaptive organizations, is the use of the study of complexity systems
Complexity theory and organizations
Complexity_theory_and_organizations
Presence of more logic gates in a digital circuit than it theoretically requires
logically redundant terms. This causes an unnecessary increase in network complexity, and possibly hampering the ability to test manufactured designs using
Logic_redundancy
Topics referred to by the same term
to strategy Computational complexity Complexity Complexity (disambiguation) Systems theory Systems thinking Complex network This disambiguation page lists
Complexity_theory
Set of problems in computational complexity theory
In computational complexity theory, a complexity class is a set of computational problems "of related resource-based complexity". The two most commonly
Complexity_class
Network that allows computers to share resources and communicate with each other
its own network of storage devices that are generally not accessible through the local area network by other devices. The cost and complexity of SANs
Computer_network
System property
of "satisfaction" (i.e., network complexity) before and after adding perturbations, and apply it to random Boolean networks (RBNs). They also show that
Antifragility
Person's perceived knowledge of themself
which combine to form the larger, associative network of their self-concept. According to self-complexity theory, an individual who has a number of self-aspects
Self-complexity
Computational model used in machine learning
stored in the network and to the notion of complexity. Information capacity and the VC dimension are two metrics. The capacity of a network of standard
Neural network (machine learning)
Neural_network_(machine_learning)
Natural interconnection of food chains
proposed methods for measuring network complexity. Connectance is "the fraction of all possible links that are realized in a network". These concepts were derived
Food_web
Communication protocol that allows connections between networks
or maintains the state of the network. For the benefit of reducing network complexity, the intelligence in the network is located in the end nodes. As
Internet_Protocol
In computational complexity theory, CC (Comparator Circuits) is the complexity class containing decision problems which can be solved by comparator circuits
CC_(complexity)
Communication flowing simultaneously in both directions
they will transmit and receive at the same time (which increases network complexity and therefore cost, and reduces bandwidth allocation flexibility as
Duplex_(telecommunications)
Computational complexity of quantum algorithms
Quantum complexity theory is the subfield of computational complexity theory that deals with complexity classes defined using quantum computers, a computational
Quantum_complexity_theory
Application of complexity science to economics
Complexity economics, or economic complexity, is the application of complexity science to the problems of economics. It relaxes several common assumptions
Complexity_economics
Computer system that receives and forwards requests
the request and performs the required network transactions. This serves as a method to control the complexity of the request or provide additional benefits
Proxy_server
Proprietary networking architecture created by IBM
SNA network installation and maintenance are complicated and SNA network products are (or were) expensive. Attempts to reduce SNA network complexity by
Systems_Network_Architecture
Social entity established to meet needs or pursue goals
which treats objects as part of social networks. Complexity theory and organizations, the use of complexity theory in the field of strategic management
Organization
Class of artificial neural network
In this way, they are similar in complexity to recognizers of context free grammars (CFGs). Recurrent neural networks are Turing complete and can run arbitrary
Recurrent_neural_network
Complexity of sending information in a distributed algorithm
In theoretical computer science, communication complexity studies the amount of communication required to solve a problem when the input to the problem
Communication_complexity
Complexity class used in circuit complexity
parentheses. It is commonly used to model the computational complexity of bounded-depth neural networks, and indeed, it was originally proposed for this purpose
TC0
Probabilistic graphical representation of causal relationships
A Bayesian network (also known as a Bayes network, Bayes net, belief network, or decision network) is a probabilistic graphical model that represents a
Bayesian_network
that an IRF-based network increases network resilience, performance, and availability, while also reducing the operating complexity. In simulated tests
Intelligent Resilient Framework
Intelligent_Resilient_Framework
with specialist plants. Similar to the relationship between network complexity and network nestedness, the amount of asymmetry in specialization increases
Pollination_network
Measure of branching complexity
measure of its branching complexity. These numbers were first developed in hydrology, as a way of measuring the complexity of rivers and streams, by
Strahler_number
Telecommunications routing system
Kolmogorov complexity. The use of real-time genetic algorithms within the network to compose network services is also enabled by active networking. Active
Active_networking
Chilean-Spanish-American physicist, author and entrepreneur
through interactive profiles, maps, and network visualizations. Early work includes the Observatory of Economic Complexity (OEC, 2011), an online platform for
César_Hidalgo
Representation of the biotic interactions in an ecosystem
ecological networks. Complexity (linkage density): the average number of links per species. Explaining the observed high levels of complexity in ecosystems
Ecological_network
Argument by proponents of intelligent design
Irreducible complexity (IC) is the argument that certain biological systems with multiple interacting parts would not function if one of the parts were
Irreducible_complexity
Rocky pool on a seashore, separated from the sea at low tide, filled with seawater
Hewitt, Judi (ed.). "What's in a tide pool? Just as much food web network complexity as in large open ecosystems". PLOS ONE. 13 (7) e0200066. Bibcode:2018PLoSO
Tide_pool
Way to traverse IP address spaces without routing
Network address translation (NAT) is a method of mapping an IP address space into another by modifying network address information in the IP header of
Network_address_translation
Networking concept
Market Size, Share & Trends Analysis Report By Component, Device Type, Network Complexity, Enterprise Size, Industry, By Regional Outlook, Competitive Strategies
Zero-touch_provisioning
Pool of shared resources allocated within a public cloud environment
use of additional networking complexity as all data travels, encrypted in transit and at rest, on Google's own global, private network. Identity management
Virtual_private_cloud
Model of computational complexity
In theoretical computer science, circuit complexity is a branch of computational complexity theory in which Boolean functions are classified according
Circuit_complexity
Social structure made up of a set of social actors
sciences (see large-scale network mapping). Complex networks: Most larger social networks display features of social complexity, which involves substantial
Social_network
Complexity class
In computational complexity theory, Polynomial Local Search (PLS) is a complexity class that models the difficulty of finding a locally optimal solution
PLS_(complexity)
Computer network built on top of another network
traditional network infrastructure, which can outweigh the disadvantages of additional latency, complexity and bandwidth overheads. Resilient overlay networks (RONs)
Overlay_network
Operational business strategy
transactions and overall network complexity. Suggested approaches to executing a successful yield management strategy include accurate network information collection
Yield_management
Austrian nonprofit research organization
University (since 2020). The CSH is embedded in an international network of complexity research centers and universities, including the Santa Fe Institute
Complexity_Science_Hub
Networking protocol for clock synchronization
The Network Time Protocol (NTP) is a networking protocol for clock synchronization between computer systems over packet-switched, variable-latency data
Network_Time_Protocol
Complexity class
computational complexity theory, the class QIP (which stands for Quantum Interactive Proof) is the quantum computing analogue of the classical complexity class
QIP_(complexity)
American neuroscientist, neurophilosopher, and author
2020). "The Emergence of Informative Higher Scales in Complex Networks". Complexity. 2020: 1–12. arXiv:1907.03902. doi:10.1155/2020/8932526. Hoel, Erik;
Erik_Hoel
Complexity management is a business methodology that deals with the analysis and optimization of complexity in enterprises. Effective complexity management
Complexity_management
Complexity class of bounded-depth circuits
AC0 (alternating circuit) is a complexity class used in circuit complexity. It is the smallest class in the AC hierarchy, and consists of all families
AC0
Data structure for storing non-overlapping sets
Bernard A. Galler and Michael J. Fischer in 1964. In 1973, their time complexity was bounded to O(log∗(n)), the iterated logarithm of n, by Hopcroft and
Disjoint-set_data_structure
Abbe Mowshowitz; Frank Emmert-Streib (21 June 2013). Advances in Network Complexity. John Wiley & Sons. pp. 186–. ISBN 978-3-527-67048-2. Körner, János
Graph_entropy
Computing for the purpose of computing
systems/networks complexity emerge, not only related to domain-dependent complexities but focused on systemic meta-complexity of computer network infrastructures
Metacomputing
Computer network management and monitoring protocol
Simple Network Management Protocol (SNMP) is an Internet Standard protocol for collecting and organizing information about managed devices on IP networks and
Simple Network Management Protocol
Simple_Network_Management_Protocol
Type of feedforward neural network
number of parameters restricts the predictive power of the network directly, reducing the complexity of the function that it can perform on the data, and thus
Convolutional_neural_network
Ecological region at the lowest level of a body of water
Hewitt, Judi (ed.). "What's in a tide pool? Just as much food web network complexity as in large open ecosystems". PLOS ONE. 13 (7) e0200066. Bibcode:2018PLoSO
Benthic_zone
Concept in computing
self-managing networks to overcome the rapidly growing complexity of the Internet and other networks and to enable their further growth, far beyond the size
Autonomic_networking
Genus of bacteria
cyanobacterium Gloeotrichia echinulata increases the stability and network complexity of phytoplankton communities". Ecosphere. 8 (7): e01830. Bibcode:2017Ecosp
Gloeotrichia
Classification of Artificial Neural Networks (ANNs)
(1994). "Gradient-based learning algorithms for recurrent networks and their computational complexity" (PDF). Back-propagation: Theory, Architectures and Applications
Types of artificial neural networks
Types_of_artificial_neural_networks
"Making DPI Engines Resilient to Algorithmic Complexity Attacks". IEEE/ACM Transactions on Networking. 24 (6): 3262–3275. doi:10.1109/TNET.2016.2518712
Algorithmic_complexity_attack
Alliances of interest groups and individuals promoting a common cause
government is listening to clientele groups (issue networks) less than they were in the past due to the complexity of universities and the higher education system
Issue_network
The rich get richer and the poor get poorer
pone.0137796. PMC 4574777. PMID 26378457. Guadamuz, Andres (2011). Networks, Complexity And Internet Regulation – Scale-Free Law. Edward Elgar. ISBN 978-1-84844-310-5
Matthew_effect
which provides isolation between event environments. PaaS adds networking complexity, configured operating systems, end-point services and applications
National_Cyber_Range_Complex
Sub-segment of electronic signage
hardware using System-on-Chip (SoC) technology. The latter reduces hardware complexity and installation time, making the system more efficient. These devices
Digital_signage
Arrangement of a communication network
expense and complexity required for a connection between every node in the network. Hybrid topology is also known as hybrid network. Hybrid networks combine
Network_topology
Concept of art that can be described by a computer program
Low-complexity art was described by Jürgen Schmidhuber in 1997, defined as art that can be described by a short computer program (that is, a computer program
Low-complexity_art
Telecommunications network architecture
AMF of another network slice. Also, UDM and NSSF are typically shared by all network slices to reduce the management complexity of network slices. The emergence
5G_network_slicing
Theory within social science
Actor–network theory (ANT) is a theoretical and methodological approach to social theory where everything in the social and natural worlds exists in constantly
Actor–network_theory
Indian-Australian soil scientist
Pei-Pei Li et al. "Host selection shapes crop microbiome assembly and network complexity." New Phytologist 229, no. 2 (2021): 1091–1104. Trivedi, Pankaj, Jan
Brajesh_K._Singh
time and message complexity. Essentially, they are a solution to the problem of asynchronous algorithms (which operate in a network with no global clock)
Synchronizer_(algorithm)
Academic journal
Complexity is a peer-reviewed open-access scientific journal covering the field of complex adaptive systems. The journal's scope includes Chaos theory
Complexity_(journal)
Study of resources used by an algorithm
the analysis of algorithms is the process of finding the computational complexity of algorithms—the amount of time, storage, or other resources needed to
Analysis_of_algorithms
Decentralized type of wireless network
dynamically on the basis of network connectivity and the routing algorithm in use. Such wireless networks lack the complexities of infrastructure setup and
Wireless_ad_hoc_network
Decision-making framework
behaviour. The framework draws on research into systems theory, complexity theory, network theory, and learning theories. The idea of the Cynefin framework
Cynefin_framework
Practice of leading the work of a team to achieve goals and criteria at a specified time
for project management to be effective. Complexity can be: Structural complexity (also known as detail complexity, or complicatedness), i.e. consisting
Project_management
Attribute of machine learning models
The sample complexity of a machine learning algorithm represents the number of training-samples that it needs in order to successfully learn a target function
Sample_complexity
System whose behavior is not automatically predictable from its parts
page Melanie Mitchell, Complexity A Guided Tour, Oxford University Press, Book page Proselkov, Y. (2024). Scalable Autonomous Network Control using Minimally
Complex_adaptive_system
Directed graph where edges have a capacity
In graph theory, a flow network or a transportation network is a directed graph where each edge has a capacity and each edge receives a flow. The amount
Flow_network
French research computer network
workable, and produced a well-functioning service network. It also showed that it greatly reduced the complexity of the packet switches. The concept became a
CYCLADES
Model of computation
In computational complexity theory and circuit complexity, a Boolean circuit is a mathematical model for combinational digital logic circuits. A formal
Boolean_circuit
Approach to network management
increasing complexity of network services. Intent-Based Networking (IBN) leverages these advancements to simplify network management by abstracting network services
Intent-based_network
Computational complexity class of problems
In computational complexity theory, bounded-error quantum polynomial time (BQP) is the class of decision problems solvable by a quantum computer in polynomial
BQP
Concept in coding theory
The main contribution of triangular network coding is to reduce the worst-case decoding computational complexity of O ( n 3 ) {\displaystyle O(n^{3})}
Triangular_network_coding
Scheduling algorithm for the network scheduler
proposed by M. Shreedhar and G. Varghese in 1995 as an efficient (with O(1) complexity) and fair algorithm. In DRR, a scheduler handling N flows is configured
Deficit_round_robin
Artificial neural network algorithm
weights and biases. Depending on the complexity of the model being simulated, the learning rule of the network can be as simple as an XOR gate or mean
Learning_rule
Algorithm that employs a degree of randomness as part of its logic or procedure
Carlo algorithms are considered, and several complexity classes are studied. The most basic randomized complexity class is RP, which is the class of decision
Randomized_algorithm
Conceptual model to generate insight into climate science
edges, climate networks may take many different forms, shapes, sizes and complexities. Tsonis et al. introduced the field of complex networks to climate.
Climate_as_complex_networks
Mathematical modelling alogorithm
based on an external criterion. This process builds feedforward networks of optimal complexity, adapting to the noise level in the data and minimising overfitting
Group_method_of_data_handling
American professional electronic sports organization
Complexity Gaming, formerly stylized as compLexity, was an American esports franchise headquartered in Frisco, Texas. The franchise was founded in 2003
Complexity_Gaming
Analysis of social structures using network and graph theory
Social network analysis (SNA) is the process of investigating social structures through the use of networks and graph theory. It characterizes networked structures
Social_network_analysis
Open standard family of wired computer networking protocols
computer networking standards designed for (but not limited to) local area networks (LAN), access networks, and metropolitan area networks (MAN). It
Ethernet
Healthcare provider
Delgado, one of Peru’s largest private hospitals, with a focus on high-complexity procedures, emergency care, gynecology and maternity. Auna also operates
Auna
Italian British network scientist and mathematical physicist
a network scientist and mathematical physicist, known for her work on statistical mechanics, network theory, multilayer and higher-order networks, and
Ginestra_Bianconi
International award created by the CRT Foundation ISI focuses on: complex networks, complexity science, Data Science for Social Impact and Sustainability, Computational
Institute for Scientific Interchange
Institute_for_Scientific_Interchange
Network topology for parallel computers
construct the entire network structure. This is an indicator of overall cost and complexity of implementation. The example network shown in figure 1 requires
Butterfly_network
Branch of the discipline of sociology
Simulation Agent based models for social networks, interactive java applets Sociology and Complexity Science Website Complexity Research Journal List, from UIUC
Computational_sociology
Hypothetical electricity network connecting Europe and Africa
Such mega systems are experiencing scaling problems as a result of network complexity, transmission congestion, and the need for rapid diagnostic, coordination
SuperSmart_Grid
British economist (born 1950)
Policy". Institute of Economic Affairs. Retrieved 21 June 2023. "Are networks/complexity the future of policymaking? (RSA event report)". The RSA. 28 March
Paul_Ormerod
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