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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
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
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
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
different aspects of the management challenge. ... architecture development for addressing management challenges. ... planes). ...doi:10.3390/fi13020042 fatcat:cdgg7urssnfg3ojxscyi3b5uo4
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
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
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
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
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
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. ...
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
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. ...
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  exists some another forms of the plane equation except of formula (6). ...doi:10.20535/2411-1031.2015.3.1.57731 fatcat:4awfi7eny5horeefyb7mbvqrtu
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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