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Management Plane Analytics
2015
Proceedings of the 2015 ACM Conference on Internet Measurement Conference - IMC '15
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Motivated by these observations, we develop a management plane analytics (MPA) framework that an organization can use to: (i) infer which management practices impact network health, and (ii) develop a ...
While it is generally held that network management is tedious and error-prone, it is not well understood which specific management practices increase the risk of failures. ...
CONCLUSION We presented a management plane analytics framework for analyzing and improving network management practices. ...
doi:10.1145/2815675.2815684
dblp:conf/imc/Gember-Jacobson15
fatcat:t5tu2qyg75arphup6lppnojsjm
A Call to Arms for Management Plane Analytics
2014
Proceedings of the 13th ACM Workshop on Hot Topics in Networks - HotNets-XIII
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Using preliminary analysis of such data from many large networks, we demonstrate the feasibility and the value of management plane analytics. ...
Such analytics can shed light on why a network behaves as observed and the relative merits of different management practices. ...
Acknowledgments We thank the operators who provided insight into the management practices for the networks that we study. ...
doi:10.1145/2670518.2673883
dblp:conf/hotnets/AkellaM14
fatcat:2u6hgw27szcgbizsw7gs6muh4i
Optimizing Call Center Staffing Using Simulation and Analytic Center Cutting-Plane Methods
2008
Management science
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We present a simulation-based analytic center cutting plane method to solve a sample average approximation of the problem. ...
Step 2 is usually accomplished through the use of analytical results for simple queueing models. ...
The analytic center cutting plane method In this section we state a version of the traditional analytic center cutting plane method (ACCPM) to fix ideas and provide a departure point for a reader unfamiliar ...
doi:10.1287/mnsc.1070.0774
fatcat:q2rtn7lglzfkxbg3uk2y4flcnq
Guest Editorial: Special Section on Advances in Big Data Analytics for Management
2018
IEEE Transactions on Network and Service Management
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In "Social Plane for Recommenders in Network Performance Expectation Management," Zhang et al. ...
Analytics for Network Management Four papers in this special section focus on Analytics for Network management, considering data centers and SDN networks. ...
doi:10.1109/tnsm.2018.2806897
fatcat:q63i6xlah5he3eeci3aisz3eqi
Intelligent and Autonomous Management in Cloud-Native Future Networks—A Survey on Related Standards from an Architectural Perspective
2021
Future Internet
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different aspects of the management challenge. ...
architecture development for addressing management challenges. ...
planes). ...
doi:10.3390/fi13020042
fatcat:cdgg7urssnfg3ojxscyi3b5uo4
ZSM-based Management and Orchestration of 3GPP Network Slicing: An Architectural Framework and Deployment Options
[article]
2022
arXiv
pre-print
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The proposed framework employs recursive ZSM management domains to meet the specific management requirements of the standard 3GPP Network Slicing framework. ...
Driven by closed-loop automation, the Zero-Touch Network and Services Management (ZSM) framework offers invigorating features for the end-to-end management and orchestration of a sliced network. ...
., data analytics at control plane) may only be stored at control plane resources, while the rest be transferred to the management plane entities. ...
arXiv:2203.12775v1
fatcat:n6jl5qtnlzf4fj3m43lws6mrfu
Security policies definition and enforcement utilizing policy control function framework in 5G
2021
Computer Communications
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SIEM tools placed in the management plane, IDS systems embedded in UPF, etc.). ...
) N4 Reference point between SMF and UPF to manage data sessions at the user plane. ...
doi:10.1016/j.comcom.2021.03.024
fatcat:bjrjogyrqza7fa6capd5b7lcgi
StreamBox-TZ: Secure Stream Analytics at the Edge with TrustZone
[article]
2019
arXiv
pre-print
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2018 pre-print arXiv:1808.05078v1 fatcat:nzpl3kxn2zdgjc55a6jgu4eidq
SBT contributes a data plane designed and optimized for a TEE based on ARM TrustZone. ...
; (2) verifying execution of stream analytics as the execution involves untrusted software components on the edge. ...
TEE Memory Management The data plane embodies a memory allocator for TEE memory. ...
arXiv:1808.05078v2
fatcat:vnw7bj746fa4fnde2tavt7vtye
Reliable Control and Management Plane Design in Multi-Domain Optical Networks
2007
2007 9th International Conference on Transparent Optical Networks
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In this paper a multi-domain optical service environment is envisioned to demonstrate the role of the distributed control plane and management processes based on different standardization approaches. ...
The simulation results are extended towards multi-domain environments using practical considerations to provide simple analytical models on connection provisioning delay. ...
analytical delay models. ...
doi:10.1109/icton.2007.4296278
fatcat:pz52ocgnqrc3dm67almlb4sg4y
The Challenge of Zero Touch and Explainable AI
2021
Journal of ICT Standardization
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Inference is then applied either in the core directly, or in the management stack to trigger actions and configuration changes automatically. This is the essence of Zero Touch. ...
in the management plane. ...
Figure 2 2 Figure 2 Closed loop principle, examples in control plane and management plane.
Figure 3 3 Figure 3 Analytics engine principles. ...
doi:10.13052/jicts2245-800x.925
fatcat:yqg5qrf5hfaqrjqfueisxjcqza
Page 293 of SRELS Journal of Information Management Vol. 10, Issue 2
[page]
1973
SRELS Journal of Information Management
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B6,2 GEOMETRY, PLANE SKOLNIK (D) AND HARTLEY (M C). Dynamic plane geometry. 1951.
B6,2 ;23 GEOMETRY, PLANE, ANALYTICAL — (B). Notes on plane coordinate geometry. 1963.
1973 JUNE 293 ...
Algebraic geometry. 1966,
B6 ;23 GEOMETRY, ANALYTICAL CeLt (J W). Analytic geometry. 1960.
B6 ;3 Geometry, Differential STOKER (J J), Differertial geometry, 1969. ...
Network Map Reduce
[article]
2016
arXiv
pre-print
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Inspired by the similarity, we suggest the necessary data plane innovations to make network data plane devices function as distributed mappers and optionally, reducers. ...
A streaming network data MapReduce architecture can therefore conveniently solve a series of network monitoring and management problems. ...
A logically centralized controller is responsible for monitoring and managing the distributed network data plane. ...
arXiv:1609.02982v1
fatcat:u2vjgu5lpzdm5di3vksjqswn3u
Page 15 of SAM Advanced Management Journal Vol. 25, Issue 8
[page]
1960
SAM Advanced Management Journal
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Quantitative, abstract, analytical thinking re- quires only intelligence, not mathematical training. ...
(a) the pilot survived, (b) the pilot was killed, (c) the pilot survived and the plane was undamaged, (d) the pilot survived and the plane was destroyed, etc., etc. ...
Analytical geometry approach for information security risks analyses
2015
Collection Information technology and security
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security management systems and design of systems of information protection. ...
Main idea of the presented approach is based on the interpretation of properties of the plane equation in relevant three-dimensional space of primary probabilities. ...
After that it should be noted that according to theorems of analytic geometry there [3] exists some another forms of the plane equation except of formula (6). ...
doi:10.20535/2411-1031.2015.3.1.57731
fatcat:4awfi7eny5horeefyb7mbvqrtu
Knowledge-Defined Networking
[article]
2016
arXiv
pre-print
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A notable example is the Knowledge Plane proposed by D.Clark et al. However, such techniques have not been extensively prototyped or deployed in the field yet. ...
In this paper, we explore the reasons for the lack of adoption and posit that the rise of two recent paradigms: Software-Defined Networking (SDN) and Network Analytics (NA), will facilitate the adoption ...
The management plane is also responsible for monitoring the network to provide critical network analytics. ...
arXiv:1606.06222v1
fatcat:deoj5rce7fe73knnzbyc772th4
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