CN102801556A - Network performance optimization method and device - Google Patents

Network performance optimization method and device Download PDF

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CN102801556A
CN102801556A CN2012102570481A CN201210257048A CN102801556A CN 102801556 A CN102801556 A CN 102801556A CN 2012102570481 A CN2012102570481 A CN 2012102570481A CN 201210257048 A CN201210257048 A CN 201210257048A CN 102801556 A CN102801556 A CN 102801556A
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qos
kpi
susceptibility
network
state
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CN102801556B (en
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吕召彪
赵婷婷
孙雷
王健全
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China United Network Communications Group Co Ltd
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China United Network Communications Group Co Ltd
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Abstract

The invention provides a network performance optimization method and a network performance optimization device. The network performance optimization method comprises the following steps: acquiring a quality of service (QoS) of the current network; acquiring the sensitivity of the QoS on the key performance indicator (KPI) in the QoS state of the current network if the QoS of the current network is lower than a preset QoS threshold; and adjusting the KPI of the current network so as to improve the QoS of the network according to the sensitivity of the QoS on the KPI. According to the network performance optimization method and the network performance optimization device, the network configuration is dynamically adjusted according to the current network state, and the network performance is improved.

Description

Network performance optimizing method and device
Technical field
The present invention relates to network optimization technology, relate in particular to a kind of network performance optimizing method and device, belong to communication technical field.
Background technology
Network service quality (quality of service; QoS) be with a kind of common technology that solves problems such as network delay and obstruction; When network over loading or when congested, QoS can guarantee that the important service amount is not postponed or abandons, and guarantees the efficient operation of network simultaneously.Therefore, effective management and control of QoS is the key point that mobile operator carries out networking, O&M and optimization all the time.
At present, adopt normally that many indexs of reporting to the police based on thresholding are independently monitored, the mode of independent optimization, realize combining the monitoring and the optimization of the network performance of QoS.For example, performance index relevant with QoS in the collection network comprise throughput, time delay and lost data packets etc., and each performance index is compared with predetermined threshold value respectively, if surpass threshold value, then report to the police.The network management personnel can regulate network configuration according to reporting to the police, to improve the QoS performance.
Can find out that this network monitor and optimal way of reporting to the police based on thresholding needs to come the regulating networks configuration through the network management personnel.Since in network, for the various network environment, the combination of various network performance parameter; Influence to network performance is also different; Therefore above-mentioned network monitoring and optimal way are high to network management personnel's experience requirement, are difficult to effectively realize optimization of network performance usually.
Summary of the invention
To the defective that exists in the prior art, the present invention provides a kind of network performance optimizing method and device, in order to realize improving network performance according to network current state dynamic adjustments network configuration.
According to an aspect of the present invention, a kind of network performance optimizing method is provided, comprises:
Obtain the QoS of current network;
Be lower than preset QoS threshold value if judge the QoS of knowing said current network, then obtain under the QoS state of said current network, QoS is to the susceptibility of KPI;
According to the susceptibility of said QoS, regulate the KPI of said current network, to improve the QoS of network to KPI.
According to a further aspect in the invention, a kind of optimization of network performance device is provided, comprises:
The network performance monitoring module is used to obtain the service quality QoS of current network;
The optimum decision module is used for being lower than preset QoS threshold value if judge the QoS of knowing said current network, then obtains under the QoS state of said current network, and QoS is to the susceptibility of network performance index KPI; According to the susceptibility of said QoS, regulate the KPI of said current network, to improve the QoS of network to KPI.
According to this network performance optimizing method provided by the invention and device; Because when the QoS according to current network need carry out the network optimization with preset QoS threshold determination, under the QoS state that obtains in current network, QoS was to the susceptibility of KPI; According to the susceptibility that is obtained; Can determine the concrete regulated quantity of carrying out the right concrete KPI of metering needle and being directed against this KPI, thereby regulate, can under current network state, effectively promote QoS through carrying out corresponding KPI; Realized having improved network performance according to network current state dynamic adjustments network configuration.
Description of drawings
Fig. 1 is the schematic flow sheet of the network performance optimizing method of one embodiment of the invention;
Fig. 2 is for obtaining under the different QoS state QoS in the embodiment of the invention to the flow chart of an example of the susceptibility of each KPI;
Fig. 3 is the structural representation of the optimization of network performance device of one embodiment of the invention;
Fig. 4 is the structural representation of the optimization of network performance device of another embodiment of the present invention.
Embodiment
Embodiment one
Fig. 1 is the schematic flow sheet of the network performance optimizing method of one embodiment of the invention.As shown in Figure 1, this network performance optimizing method comprises:
Step S101 obtains the QoS of current network;
Step S102 is lower than preset QoS threshold value if judge the QoS of knowing said current network, then obtains under the QoS state of said current network, and QoS is to network performance index (Key Performance Indicator, susceptibility KPI);
Step S103 according to the susceptibility of said QoS to KPI, regulates the KPI of said current network, to improve the QoS of network.
The network performance optimizing method that present embodiment provides is for example carried out by an optimization of network performance device; This optimization of network performance device both can integratedly be arranged in the arbitrary network equipment; Also independent part is deployed in the network as required; And communicate with other network equipment in the network, do not do qualification among the present invention.
Particularly; The optimization of network performance device can obtain the QoS of current network according to the predetermined network optimization cycle, also can be according to the network optimization triggering command of user input etc., obtain the QoS of current network; And; Can through in the prior art arbitrarily the QoS acquisition methods realize that the QoS of current network obtains, for example: obtain the QoS of current network through network system being carried out index monitoring, perhaps obtain the QoS of current network through receiving modes such as user feedback.
After the optimization of network performance device gets access to the QoS of current network, compare, judge whether current network need be optimized through QoS and a preset QoS threshold value with current network.More particularly, if the QoS of current network is lower than preset QoS threshold value, then judging needs current network is optimized, and carries out the subsequent network Optimizing operation; If the QoS of current network is higher than the QoS threshold value that equals to preset, then judge to need not current network is optimized, and finish this flow process, wait for the arrival of next network optimization cycle or next network optimization triggering command.Wherein, the QoS threshold value can be set arbitrarily as required.
The optimization of network performance device judge current network is optimized after, obtain under the QoS state of said current network, QoS is to the susceptibility of KPI, and according to the QoS that is obtained the susceptibility of KPI generated network optimization strategy.
More particularly, the optimization of network performance device for example obtains in advance and stores under the multiple different QoS state, and QoS is to the susceptibility of KPI.For example; The span of QoS is [0; 1], the optimization of network performance device obtains and stores QoS in advance and is respectively under 0.0,0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9 and 1.0 the state, and QoS is to the susceptibility of different K PI; This KPI can be one or more the combination in any of the KPI in the existing network; It both can comprise wireless environment KPI, also can comprise quality of wireless network KPI, for example comprised that the good coating ratio of signal, mileage coverage rate and emission receive translation ratio etc.Wherein, QoS is meant the susceptibility of KPI: when KPI changes, and the change amount of the QoS that is caused.This susceptibility can use any-mode to explain, for example: can explain through the mapping relations of KPI and QoS, also can explain through the mapping relations between Δ KPI and the Δ QoS, not limit among the present invention.
For example; The QoS of accessed current network is 0.5, and then to obtain the QoS that is stored be that QoS is to the susceptibility of KPI under 0.5 the state to the optimization of network performance device; Wherein, The QoS that is obtained both can be that QoS is 0.5 o'clock to the susceptibility of KPI, and QoS also can comprise the varying sensitivity of QoS to a plurality of different K PI to the susceptibility of a KPI.If only obtain the susceptibility of QoS, then according to the susceptibility of QoS, dispose the regulated quantity of this KPI, so that the QoS of network is increased to the qos value (for example being the QoS threshold value) of hope to this KPI to a KPI; If get access to the varying sensitivity of QoS to a plurality of different K PI; Can select one or more KPI to regulate; For example select QoS that one or two the highest KPI of its susceptibility is regulated; Perhaps regulate successively up to satisfying threshold value, do not limit among concrete selection mode the present invention according to susceptibility order from high in the end.Is that example describes only to obtain QoS to the susceptibility of a KPI; For example: at QoS is 0.5 o'clock, gets access to susceptibility relation and is " the good coating ratio → 0.1QoS of 20% signal ", promptly under QoS is 0.5 state; The good coating ratio of signal is improved 20%, then can QoS be improved 0.1.Therefore, if the qos value of hoping is 0.6, then the regulated quantity with the good coating ratio of signal improves 20%, and for example the good coating ratio of original signal is 70%, then it is adjusted to 90%.
In said process; Adjusting to KPI can be to realize through the performance parameter of one or more relative network equipments is regulated; Its regulating measure can adopt the arbitrary network configuration or the control method of prior art to realize, does not limit among the present invention.
Network performance optimizing method according to present embodiment; Because when the QoS according to current network need carry out the network optimization with preset QoS threshold determination, under the QoS state that obtains in current network, QoS was to the susceptibility of KPI; According to the susceptibility that is obtained; Can determine the concrete regulated quantity of carrying out the right concrete KPI of metering needle and being directed against this KPI, thereby regulate, can under current network state, effectively promote QoS through carrying out corresponding KPI; Realized having improved network performance according to network current state dynamic adjustments network configuration.
Embodiment two
On the basis of the foregoing description, in the present embodiment optimization of network performance device is obtained under the different QoS state in advance, QoS expands explanation to the process of the susceptibility of each KPI.
Particularly, in the network performance optimizing method of the foregoing description, saidly be lower than preset QoS threshold value if judge the QoS know said current network, then obtain under the QoS state of said current network, QoS also comprises the susceptibility of KPI before:
Obtain under the different QoS state, when regulating the numerical value of each relevant KPI of QoS respectively, the change amount of the QoS of generation;
Change amount according to the regulated quantity of said each KPI and corresponding QoS is created under the different QoS state, and said QoS is to the susceptibility of said each KPI.
More particularly, Fig. 2 is for obtaining under the different QoS state QoS in the embodiment of the invention to the flow chart of an example of the susceptibility of each KPI.As shown in Figure 2, may further comprise the steps:
Step S201, optimization of network performance device under the network stabilization state, the QoS of collection network, and the numerical value of all KPIs relevant with QoS;
Wherein, the network stabilization state is meant that under the situation that the optimization of network performance device is not initiatively regulated KPI, the KPI of network does not change, and the QoS of network does not change yet.The QoS of collection network and KPI all can realize through existing acquisition mode in the existing network, for example: for QoS, can perhaps obtain through receiving modes such as user feedback through network system being carried out the index monitoring; For KPI; Can be based on the Monitoring Data of network management system, based on drive test (drive test; DT) or call placement test (call detail test; CDT) etc. mode is obtained, and also can obtain through pocket watch acquisition mode, the mode such as extracting and analysis of chain of command data through key interface.
Step S202 adjusts one of them KPI among all KPI relevant with QoS, and fixing all the other KPI are constant, detect the variation of QoS.
Particularly, for example relevant with QoS have a N KPI, according to preset adjustment step-length, to n (n=1,2 ..., N) individual KPI index is adjusted, that is: KPI n→ KPI n+ Δ KPI n, Δ KPI wherein nBe the adjustment step-length, fixing all the other N-1 KPI observes QoS and changes, be i.e. QoS → QoS+ Δ QoS n, Δ QoS wherein nFor KPI being regulated Δ KPI nThe time, the QoS that is brought changes.
According to aforesaid way, when respectively N KPI being changed, the QoS variation that causes is analyzed; Promptly get access under the QoS state of the network that step S101 is gathered, the change of N KPI can obtain the mapping relations of N Δ KPI and Δ QoS to the degree of influence of QoS; These mapping relations confirmed KPI optimization the QoS that can bring improve; This N mapping relations, the KPI that perhaps is converted to according to mapping relations can store with the discrete point form the improvement degree (being the numerical value of Δ QoS in the mapping relations) of QoS; Under corresponding QoS state, QoS is to the susceptibility of KPI.
Similarly, obtain under a plurality of different QoS states, QoS is to the susceptibility of KPI.
The optimization of network performance device is under the different QoS state that is obtained, and QoS stores the susceptibility of KPI.When the optimization of network performance device need be carried out the network optimization at the QoS according to current network with preset QoS threshold determination; Can be with the QoS state of current network as index, inquire about the mapping relations of corresponding with this QoS state N Δ KPI and Δ QoS, thereby according to the mapping relations that inquire; The QoS that realizes improves degree in conjunction with hope; Confirm to need to regulate, and how many amplitudes of accommodation (regulated quantity) is, thereby improves the QoS of network accurately and efficiently which KPI index.
Further, after above-mentioned steps S202, also can comprise:
Step S203 sets up the optimised index set corresponding with the different QoS state, and with under the different QoS state, is higher than the susceptibility and the corresponding KPI of preset susceptibility threshold, is added into corresponding said optimised index set.
Particularly, under the different QoS state, QoS compares with preset susceptibility threshold respectively the susceptibility of N KPI, and for example this susceptibility threshold is α %, when soon KPI adjusts preset adjustment step-length, is α % to QoS improvement degree.KPI and the corresponding susceptibility of susceptibility more than or equal to α % is added in the optimised index set corresponding with this QoS state, with KPI and the corresponding susceptibility deletion of susceptibility less than α %.
Correspondingly, when the optimization of network performance device need obtain QoS under a certain QoS state to the susceptibility of KPI, directly obtain the optimised index set corresponding and get final product with this QoS state.
According to the network performance optimizing method of the foregoing description, can effectively practice thrift the memory space of optimization of network performance device, economize on resources.
Further, after above-mentioned steps S203, also can comprise:
Step S204, sorts according to susceptibility order from high to low to the KPI in each optimised index set.
Particularly, comprise M KPI and corresponding susceptibility in the for example optimised index set, wherein M then sorts from high to low by susceptibility and obtains Λ={ (KPI smaller or equal to N n, Δ QoS n) | n=1,2 ..., M}, wherein, Λ is optimised index set, Δ QoS nFor QoS to KPI nSusceptibility.
Network performance optimizing method according to the foregoing description; Owing in optimised index set, realized according to susceptibility ordering from high to low; Therefore need obtain QoS under a certain QoS state when the optimization of network performance device to the susceptibility of KPI; During with the execution network optimization, can obtain KPI and corresponding susceptibility in one or more optimised index sets as required in order, improve the efficient of carrying out the network optimization.
Embodiment three
On the basis of the foregoing description, saidly regulate the KPI of said current network according to the susceptibility of said QoS to KPI, to improve the QoS of network, also comprise afterwards:
According to QoS after improving and the difference that improves preceding QoS, and the KPI that is regulated, under the QoS state before the raising of storage, QoS upgrades the susceptibility of KPI.
The process of in the present embodiment susceptibility being upgraded is expanded explanation.
Particularly, because possibly there is time variation in QoS to the susceptibility of KPI, therefore, in practical application, among the step S101 of optimization of network performance device the foregoing description, except that the QoS that obtains current network, also can obtain the KPI of current network; If the QoS to current network carries out the network optimization; KPI and QoS after then optimization of network performance device collection network is optimized; Can obtain respectively each KPI after the network optimization with the network optimization before difference; With the relation of the change amount of QoS, promptly determine under current network state (under the state of the QoS before optimizing), up-to-date QoS is to the susceptibility of KPI.The optimization of network performance device utilizes the susceptibility of this up-to-date acquisition, and the corresponding susceptibility of formerly storing is upgraded.
More particularly; This renewal both can comprise that the numerical value to the pairing susceptibility of same KPI upgrades, and also can comprise the replacement of KPI, for example: in the susceptibility of the QoS of up-to-date acquisition to KPI; The pairing susceptibility of a certain KPI is lower than susceptibility threshold β % (β≤α); Then this KPI and corresponding susceptibility are deleted from optimised index set, and, if the pairing susceptibility of a certain KPI is more than or equal to susceptibility threshold α %; And this KPI is not included in the optimised index set, then can it be added into optimised index set.
Network performance optimizing method according to the foregoing description; Because when carrying out the network optimization; Gather the susceptibility of up-to-date QoS to KPI; And upgrade according to its corresponding susceptibility to storage formerly, make the QoS stored can adapt to time variation, keep accurately and availability to the susceptibility of KPI, further improved accuracy and the validity of carrying out the network performance warp according to susceptibility.
Embodiment four
Fig. 3 is the structural representation of the optimization of network performance device of one embodiment of the invention.As shown in Figure 3, this optimization of network performance device comprises:
Network performance monitoring module 31 is used to obtain the service quality QoS of current network;
Optimum decision module 32 is used for being lower than preset QoS threshold value if judge the QoS of knowing said current network, then obtains under the QoS state of said current network, and QoS is to the susceptibility of network performance index KPI; According to the susceptibility of said QoS, regulate the KPI of said current network, to improve the QoS of network to KPI.
The optimization of network performance device of present embodiment is used to carry out the network performance optimizing method of the foregoing description, and its idiographic flow is identical with the network performance optimizing method of the foregoing description, so locate to repeat no more.
Optimization of network performance device according to present embodiment; Because when the QoS according to current network need carry out the network optimization with preset QoS threshold determination, under the QoS state that obtains in current network, QoS was to the susceptibility of KPI; According to the susceptibility that is obtained; Can determine the concrete regulated quantity of carrying out the right concrete KPI of metering needle and being directed against this KPI, thereby regulate, can under current network state, effectively promote QoS through carrying out corresponding KPI; Realized having improved network performance according to network current state dynamic adjustments network configuration.
Embodiment four
Fig. 4 is the structural representation of the optimization of network performance device of another embodiment of the present invention.As shown in Figure 4, this optimization of network performance device also comprises:
Susceptibility determination module 33 is used to obtain under the different QoS state, when regulating the numerical value of each relevant KPI of QoS respectively, and the change amount of the QoS of generation; Change amount according to the regulated quantity of said each KPI and corresponding QoS is created under the different QoS state, and said QoS is to the susceptibility of said each KPI.
Further, susceptibility determination module 33 also is used to set up the optimised index set corresponding with the different QoS state, and with under the different QoS state, is higher than the susceptibility and the corresponding KPI of preset susceptibility threshold, is added into corresponding said optimised index set;
Correspondingly, said optimum decision module 32 is used to obtain the said optimised index set corresponding with the QoS state of said current network.
Network performance according to the foregoing description becomes makeup to put, and can effectively practice thrift the memory space of optimization of network performance device, economizes on resources.
Further; In the optimization of network performance device of the foregoing description, said susceptibility determination module 33 also is used to set up the optimised index set corresponding with the different QoS state, and with under the different QoS state; The susceptibility and the corresponding KPI that are higher than preset susceptibility threshold; Be added into corresponding said optimised index set, and in said optimised index set according to susceptibility order from high to low, KPI is sorted;
Correspondingly, said optimum decision module 32 is used for from the corresponding said optimised index set of the QoS state of said current network, according to by earlier to after order, obtain at least one susceptibility and corresponding KPI.
Optimization of network performance device according to the foregoing description; Owing in optimised index set, realized according to susceptibility ordering from high to low; Therefore need obtain QoS under a certain QoS state when the optimization of network performance device to the susceptibility of KPI; During with the execution network optimization, can obtain KPI and corresponding susceptibility in one or more optimised index sets as required in order, improve the efficient of carrying out the network optimization.
Further, in the optimization of network performance device of the foregoing description, also comprise:
Susceptibility update module 34 is used for according to QoS after improving and the difference that improves preceding QoS, and the KPI that is regulated, and under the QoS state before the raising of storage, QoS upgrades the susceptibility of KPI.
Though in Fig. 4; Susceptibility update module 34 is connected between network performance monitoring module 31 and the optimum decision module 32 and with susceptibility determination module 33 and is connected (as shown in Figure 4); Those skilled in the art can understand; It also can take alternate manner to be connected in the optimization of network performance device, satisfies to get access to KPI and the QoS in the network, and can carry out information interaction with susceptibility determination module 33 and get final product.
Optimization of network performance device according to the foregoing description; Because when carrying out the network optimization; Gather the susceptibility of up-to-date QoS to KPI; And upgrade according to its corresponding susceptibility to storage formerly, make the QoS stored can adapt to time variation, keep accurately and availability to the susceptibility of KPI, further improved accuracy and the validity of carrying out the network performance warp according to susceptibility.
What should explain at last is: above embodiment is only in order to explaining technical scheme of the present invention, but not to its restriction; Although with reference to previous embodiment the present invention has been carried out detailed explanation, those of ordinary skill in the art is to be understood that: it still can be made amendment to the technical scheme that aforementioned each embodiment put down in writing, and perhaps part technical characterictic wherein is equal to replacement; And these are revised or replacement, do not make the spirit and the scope of the essence disengaging various embodiments of the present invention technical scheme of relevant art scheme.

Claims (10)

1. a network performance optimizing method is characterized in that, comprising:
Obtain the service quality QoS of current network;
Be lower than preset QoS threshold value if judge the QoS of knowing said current network, then obtain under the QoS state of said current network, QoS is to the susceptibility of network performance index KPI;
According to the susceptibility of said QoS, regulate the KPI of said current network, to improve the QoS of network to KPI.
2. network performance optimizing method according to claim 1 is characterized in that, saidly is lower than preset QoS threshold value if judge the QoS know said current network, then obtains under the QoS state of said current network, and QoS also comprises the susceptibility of KPI before:
Obtain under the different QoS state, when regulating the numerical value of each relevant KPI of QoS respectively, the change amount of the QoS of generation;
Change amount according to the regulated quantity of said each KPI and corresponding QoS is created under the different QoS state, and said QoS is to the susceptibility of said each KPI.
3. network performance optimizing method according to claim 2 is characterized in that, said being created under the different QoS state, and said QoS also comprises the susceptibility of said each KPI afterwards:
Set up the optimised index set corresponding, and, be higher than the susceptibility and the corresponding KPI of preset susceptibility threshold, be added into corresponding said optimised index set under the different QoS state with the different QoS state;
Correspondingly, under the said QoS state that obtains said current network, QoS specifically comprises the susceptibility of KPI:
Obtain the said optimised index set corresponding with the QoS state of said current network.
4. network performance optimizing method according to claim 2 is characterized in that, said being created under the different QoS state, and said QoS also comprises the susceptibility of said each KPI afterwards:
Set up the optimised index set corresponding with the different QoS state; And with under the different QoS state; The susceptibility and the corresponding KPI that are higher than preset susceptibility threshold; Be added into corresponding said optimised index set, and in said optimised index set according to susceptibility order from high to low, KPI is sorted;
Correspondingly, under the said QoS state that obtains said current network, QoS specifically comprises the susceptibility of KPI:
From the corresponding said optimised index set of the QoS state of said current network, according to by earlier to after order, obtain at least one susceptibility and corresponding KPI.
5. according to the arbitrary described network performance optimizing method of claim 2-4, it is characterized in that, saidly regulate the KPI of said current network,, also comprise afterwards to improve the QoS of network according to the susceptibility of said QoS to KPI:
According to QoS after improving and the difference that improves preceding QoS, and the KPI that is regulated, under the QoS state before the raising of storage, QoS upgrades the susceptibility of KPI.
6. an optimization of network performance device is characterized in that, comprising:
The network performance monitoring module is used to obtain the service quality QoS of current network;
The optimum decision module is used for being lower than preset QoS threshold value if judge the QoS of knowing said current network, then obtains under the QoS state of said current network, and QoS is to the susceptibility of network performance index KPI; According to the susceptibility of said QoS, regulate the KPI of said current network, to improve the QoS of network to KPI.
7. optimization of network performance device according to claim 6 is characterized in that, also comprises:
The susceptibility determination module is used to obtain under the different QoS state, when regulating the numerical value of each relevant KPI of QoS respectively, and the change amount of the QoS of generation; Change amount according to the regulated quantity of said each KPI and corresponding QoS is created under the different QoS state, and said QoS is to the susceptibility of said each KPI.
8. optimization of network performance device according to claim 7; It is characterized in that; Said susceptibility determination module also is used to set up the optimised index set corresponding with the different QoS state; And, be higher than the susceptibility and the corresponding KPI of preset susceptibility threshold with under the different QoS state, be added into corresponding said optimised index set;
Correspondingly, said optimum decision module is used to obtain the said optimised index set corresponding with the QoS state of said current network.
9. optimization of network performance device according to claim 7; It is characterized in that said susceptibility determination module also is used to set up the optimised index set corresponding with the different QoS state, and with under the different QoS state; The susceptibility and the corresponding KPI that are higher than preset susceptibility threshold; Be added into corresponding said optimised index set, and in said optimised index set according to susceptibility order from high to low, KPI is sorted;
Correspondingly, said optimum decision module is used for from the corresponding said optimised index set of the QoS state of said current network, according to by earlier to after order, obtain at least one susceptibility and corresponding KPI.
10. according to the arbitrary described optimization of network performance device of claim 7-9, it is characterized in that, also comprise:
The susceptibility update module is used for according to QoS after improving and the difference that improves preceding QoS, and the KPI that is regulated, and under the QoS state before the raising of storage, QoS upgrades the susceptibility of KPI.
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