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Management Plane Analytics

Aaron Gember-Jacobson, Wenfei Wu, Xiujun Li, Aditya Akella, Ratul Mahajan
2015 Proceedings of the 2015 ACM Conference on Internet Measurement Conference - IMC '15  
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

Aditya Akella, Ratul Mahajan
2014 Proceedings of the 13th ACM Workshop on Hot Topics in Networks - HotNets-XIII  
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

Júlíus Atlason, Marina A. Epelman, Shane G. Henderson
2008 Management science  
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

Giuliano Casale, Yixin Diao, Marco Mellia, Rajiv Ranjan, Nur Zincir-Heywood
2018 IEEE Transactions on Network and Service Management  
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

Qiang Duan
2021 Future Internet  
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]

Muhammad Mohtasim Sajjad, Dhammika Jayalath, Yu-Chu Tian, Carlos J. Bernardos
2022 arXiv   pre-print
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

German Peinado Gomez, Jordi Mongay Batalla, Yoan Miche, Silke Holtmanns, Constandinos X. Mavromoustakis, George Mastorakis, Noman Haider
2021 Computer Communications  
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]

Heejin Park, Shuang Zhai, Long Lu, Felix Xiaozhu Lin
2019 arXiv   pre-print
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

Peter Szegedi, Janos Szigeti, Tibor Cinkler
2007 2007 9th International Conference on Transparent Optical Networks  
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

Biswadeb Dutta, Andreas Krichel, Marie-Paule Odini
2021 Journal of ICT Standardization  
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  
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]

Haoyu Song and Jun Gong and Hongfei Chen
2016 arXiv   pre-print
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  
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

Volodymyr Mokhor, Vitalii Bezshtanko, Serhii Honchar, Hryhorii Kravtsov, Ihor Kotsiuba, Olha Kruk, Oleksander Makarevych, Yevhen Maksymenko, Vasyl Tsurkan
2015 Collection Information technology and security  
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]

Albert Mestres, Alberto Rodriguez-Natal, Josep Carner, Pere Barlet-Ros, Eduard Alarcón, Marc Solé, Victor Muntés, David Meyer, Sharon Barkai, Mike J Hibbett, Giovani Estrada, Khaldun Ma`ruf, Florin Coras, Vina Ermagan (+6 others)
2016 arXiv   pre-print
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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