Objective:To explore the general characteristics,traditional Chinese medicine(TCM)syndromes and medication of patients with rectal cancer in China.Methods:The clinical data of inpatients with rectal cancer from the in...Objective:To explore the general characteristics,traditional Chinese medicine(TCM)syndromes and medication of patients with rectal cancer in China.Methods:The clinical data of inpatients with rectal cancer from the information system of 17 tertiary A‑level traditional Chinese medicine hospitals in China were collected.After data standardization,descriptive analysis was performed on the general information,syndrome distribution and medication characteristics of the included patients,and association rule analysis was performed on the drug usage.Results:A total of 15424 hospitalized patients with rectal cancer were included.The ratio of male to female patients was 1.6:1,the average age was 60.87 years old,and the age was mainly in the range of 50 to 79 years old.Among the 12146 patients with rectal cancer,the top 5 TCM syndromes were Qi and Yin deficiency syndrome(25%),phlegm and blood stasis syndrome(19%),spleen deficiency syndrome(14%),Qi stagnation and blood stasis syndrome(7%)and Qi and blood deficiency syndrome(6%).After excluding the anti‑tumor western medicine recommended by the guidelines,adrenal corticosteroids(43.55%),antibiotics(42.94%)and immunomodulatory drugs(42.66%)ranked the top three in the frequency of western medicine use.Dexamethasone(38.15%),metoclopramide tablets(20.51%)and furosemide injection(19.71%)were the three most commonly used western medicines.Among the three western medicines combined,cimetidine,granisetron hydrochloride dextrose injection+dexamethasone were the most common(support 8.23%,confidence 96.4%,and improvement 2.48%).Heat‑clearing and detoxifying agents(53.72%),Yiqi‑fuzheng agents(49.76%)and blood‑activating and stasis‑removing agents(15.68%)ranked the top 3 in the frequency of use of traditional Chinese medicine.Shenqi Fuzheng injection,Shenqi Fuzheng injection(21.59%),Compound Kushen injection(17.52%)and Aidi injection(11.96%)were the three most commonly used Chinese patent medicines.Conclusion:The main syndromes of patients with rectal cancer may be Qi and Yin deficiency syndrome,phlegm and blood stasis syndrome,and spleen deficiency syndrome,etc.The treatment needs to focus on the supplementation of vital essence,combination of dredging and tonifying method,and the integration of traditional Chinese and western medicine.展开更多
As an important type of world heritage sites,cultural landscape has always been an important research subject.In order to explore the spatial distribution and evolution mode of cultural landscape all over the world,th...As an important type of world heritage sites,cultural landscape has always been an important research subject.In order to explore the spatial distribution and evolution mode of cultural landscape all over the world,the paper systematically elaborated the historical context of cultural landscape.The distribution characteristics were analyzed by statistical methods,and the connotation and evolution law represented by cultural landscape in different regions were expounded.The word frequency of regional heritage criteria was analyzed,and the local characteristics of each case were discussed.The research shows that the spatial distribution of global cultural landscape is unbalanced,mainly concentrated in Europe,and the spatial distribution characteristics are closely related to geographical environment,social history,economic development level and many other factors.In terms of inscribed criteria for world heritage sites,most cultural landscapes are mainly based on cultural criteria,but also involve natural criteria.The recognition and protection of cultural landscapes that simultaneously meet multiple criteria will become the focus in the future.展开更多
Many real-world systems can be modeled by weighted small-world networks with high clustering coefficients. Recent studies for rigorously analyzing the weighted spectral distribution（W SD） have focused on unweighted ...Many real-world systems can be modeled by weighted small-world networks with high clustering coefficients. Recent studies for rigorously analyzing the weighted spectral distribution（W SD） have focused on unweighted networks with low clustering coefficients. In this paper, we rigorously analyze the W SD in a deterministic weighted scale-free small-world network model and find that the W SD grows sublinearly with increasing network order（i.e., the number of nodes） and provides a sensitive discrimination for each input of this model. This study demonstrates that the scaling feature of the W SD exists in the weighted network model which has high and order-independent clustering coefficients and reasonable power-law exponents.展开更多
In this study, the authors use a political perspective to explore the relative global status of cities in China. Two questions are addressed. Firstly, by using international organizations as the subjects and quantitat...In this study, the authors use a political perspective to explore the relative global status of cities in China. Two questions are addressed. Firstly, by using international organizations as the subjects and quantitative analysis of the spatial distribution of their offices, the overall position of Chinese cities in the global distribution of international organizations is estimated. The results show that 22 Chi- nese cities are involved in international political affairs. Beijing, Shanghai and Guangzhou dominate these activities and have high po- litical global-city status. Secondly, through qualitative analysis of Guangzhou City, the authors explore how its status as a center for intemational organizations has been shaped in recent years. The locational decision-making process is analyzed and the factors are demonstrated at both national and city scales. The definition of international organizations as used in this study refers not only to those supranational bodies that have the ability to manage relations across states （such as the European Union）, but also those in- ter-governmental organizations （IGOs）, international non-governmental organizations （INGOs） and diplomatic representatives and delegations that today also manage and regulate relations between and among states.展开更多
This paper recalls the 1942 Rose Bowl game,which was relocated from its traditional site at Pasadena,California,to Duke University in Durham,North Carolina.The Tournament of Roses nearly cancelled the game after a gov...This paper recalls the 1942 Rose Bowl game,which was relocated from its traditional site at Pasadena,California,to Duke University in Durham,North Carolina.The Tournament of Roses nearly cancelled the game after a government request to avoid large crowds on the West Coast,in light of the Japanese attack on Pearl Harbor.Duke,originally selected as the visiting team to play Pacific Coast Conference champion Oregon State University,resolved the dilemma by offering to stage the game at its campus stadium.Duke Stadium had a capacity of only 35,000,much smaller than the Rose Bowl stadium,and 20,000 temporary seats from nearby University of North Carolina and North Carolina State University were added to accommodate fans.On the strength of a 13-point third quarter,Oregon State upset undefeated Duke,20-16,in the 28th Rose Bowl game.The game returned to Pasadena the following year.With Allied victory at the Battle of Midway and stabilization of the Pacific Theater of war,the West Coast was considered secure enough to host large events.The move of the 1942 Rose Bowl was the first of many impacts on sport generally and college football in particular caused by World War II.With male enrollment reduced drastically,many colleges and universities did not field a football team for one or more seasons during the war.Prominent players were killed in action,including some who competed in the 1942 Rose Bowl.Coaches likewise joined the war effort,notably Wallace Wade of Duke.Following the war,the readjustment of servicemen extended to the gridiron,as football rosters included many veterans.Yet the 1942 Rose Bowl has new relevance beyond its 75th anniversary.The 2008 Southeastern Conference men’s basketball tournament was moved when a tornado struck Atlanta.In 2015 terrorists attacked a soccer stadium in Paris,raising new consciousness of the global threat of terrorism.Sport managers strive to make events safe,not only at the venue,but within an expanding perimeter.展开更多
The comparison of networks with different orders strongly depends on the stability analysis of graph features in evolving systems. In this paper, we rigorously investigate the stability of the weighted spectral distri...The comparison of networks with different orders strongly depends on the stability analysis of graph features in evolving systems. In this paper, we rigorously investigate the stability of the weighted spectral distribution（i.e., a spectral graph feature） as the network order increases. First, we use deterministic scale-free networks generated by a pseudo treelike model to derive the precise formula of the spectral feature, and then analyze the stability of the spectral feature based on the precise formula. Except for the scale-free feature, the pseudo tree-like model exhibits the hierarchical and small-world structures of complex networks. The stability analysis is useful for the classification of networks with different orders and the similarity analysis of networks that may belong to the same evolving system.展开更多
Virtual world simulation offers tremendous potential opportunities to improve, and optimize, individual and collective echelon training for the military. The US Army Research Laboratory (ARL) Military Open Simulator E...Virtual world simulation offers tremendous potential opportunities to improve, and optimize, individual and collective echelon training for the military. The US Army Research Laboratory (ARL) Military Open Simulator Enterprise Strategy (MOSES) project’s charter is to investigate simulation-based training technology for use in military specific training domains. Of particular interest are attributes of virtual worlds such as geographically distributed large-scale trainee support. We have initiated a series of experiments to determine appropriate benchmarks for simulator performance and to determine appropriate independent variables in order to create a robust predictive model that will enable virtual world training scenario designers to calculate, a priori, the number of trainees that may synchronously operate in a virtual world. The present paper’s purposes were to determine the effect that virtual world region fidelity had on server performance and determine whether this independent variable would be appropriate for inclusion into our predictive model. We found that region fidelity had a statistically significant effect on the simulator’s processor memory usage but had no significant effect on the simulator’s vertical scalability, CPU usage nor network performance. In this paper, we discourse on the purpose of this research, our experimental methodology and results, and discuss the significance of our findings.展开更多
Traditional reinforcement learning (RL) uses the return, also known as the expected value of cumulative random rewards, for training an agent to learn an optimal policy. However, recent research indicates that learnin...Traditional reinforcement learning (RL) uses the return, also known as the expected value of cumulative random rewards, for training an agent to learn an optimal policy. However, recent research indicates that learning the distribution over returns has distinct advantages over learning their expected value as seen in different RL tasks. The shift from using the expectation of returns in traditional RL to the distribution over returns in distributional RL has provided new insights into the dynamics of RL. This paper builds on our recent work investigating the quantum approach towards RL. Our work implements the quantile regression (QR) distributional Q learning with a quantum neural network. This quantum network is evaluated in a grid world environment with a different number of quantiles, illustrating its detailed influence on the learning of the algorithm. It is also compared to the standard quantum Q learning in a Markov Decision Process (MDP) chain, which demonstrates that the quantum QR distributional Q learning can explore the environment more efficiently than the standard quantum Q learning. Efficient exploration and balancing of exploitation and exploration are major challenges in RL. Previous work has shown that more informative actions can be taken with a distributional perspective. Our findings suggest another cause for its success: the enhanced performance of distributional RL can be partially attributed to its superior ability to efficiently explore the environment.展开更多
In an addition to the variety of topics in aims and scope of the Journal of International Relations and Diplomacy, we would be happy to offer here some more areas in line with its general orientation, which could be w...In an addition to the variety of topics in aims and scope of the Journal of International Relations and Diplomacy, we would be happy to offer here some more areas in line with its general orientation, which could be worth investigating, encouraging more paper submissions. These relate to effective organization of large distributed dynamic systems of diverse natures which may require innovative solutions reflecting the growing world dynamics in the 21 st century with emerging challenges and threats to local and global prosperity, stability, and safety.展开更多
The world is steadily moving to the post-liberal order with the urgent need of novel organizational and security approaches,also new levels of international cooperation,in order to support its stability and prosperity...The world is steadily moving to the post-liberal order with the urgent need of novel organizational and security approaches,also new levels of international cooperation,in order to support its stability and prosperity.The developed high-level Spatial Grasp Technology(SGT)and its Spatial Grasp Language(SGL)are briefed which may be particularly useful for solving numerous conflicts and crises problems emerging in different areas during this transitional period,in both local and global scale.SGT employs unlimited spatial scenario mobility and parallel holistic matching of distributed systems,with numerous communicating SGL interpreters potentially installed worldwide.Basic network creation and management operations are described in SGL which may operate on top of existing communication systems or serve individually as high level network protocols in case of non-local crises and disasters.Different operations on social networks are presented in SGL including finding strongest and weakest components with resultant changing of network topologies,also determining distances between different communities for preventing and predicting social conflicts.Fully distributed analysis,and tracing and simulation of multiple mobile objects in distributed spaces with complex routes are shown in SGL related to cruise missiles,defence objects and debris in outer space,as well as massively moving refugees through international borders.The proposed technology had trial implementations and applications in different countries,and its latest version can be readily installed by agreement on any platforms needed.展开更多
In this paper, first studied are the distribution characteristics of user behaviors based on log data from a massive web search engine. Analysis shows that stochastic distribution of user queries accords with the char...In this paper, first studied are the distribution characteristics of user behaviors based on log data from a massive web search engine. Analysis shows that stochastic distribution of user queries accords with the characteristics of power-law function and exhibits strong similarity, and the user' s queries and clicked URLs present dramatic locality, which implies that query cache and 'hot click' cache can be employed to improve system performance. Then three typical cache replacement policies are compared, including LRU, FIFO, and LFU with attenuation. In addition, the distribution character-istics of web information are also analyzed, which demonstrates that the link popularity and replica pop-ularity of a URL have positive influence on its importance. Finally, variance between the link popularity and user popularity, and variance between replica popularity and user popularity are analyzed, which give us some important insight that helps us improve the ranking algorithms in a search engine.展开更多
The paper investigates applicability of the developed high-level model and technology for solution of diverse problems in large distributed dynamic systems which can provide sufficient awareness of their structures,or...The paper investigates applicability of the developed high-level model and technology for solution of diverse problems in large distributed dynamic systems which can provide sufficient awareness of their structures,organization,and functionalities.After the review of meanings of awareness and existing approaches for its expression and support,the paper shows application of the Spatial Grasp Model and Technology(SGT)and its basic Spatial Grasp Language(SGL)for very practical awareness solutions in large distributed dynamic systems,with obtaining any knowledge from any point inside or outside the system.The self-evolving,self-replicating,and self-recovering scenario code in SGL can effectively supervise distributed systems under any circumstances including rapidly changing number of their elements.Examples are provided in SGL for distributed networked systems showing how in any node any information about other nodes and links,including the whole system,can be obtained by using network requesting patterns based on recursive scenarios combining forward and backward network matching and coverage.The returned results may be automatically organized in networked patterns too.The presented exemplary solutions are parallel and fully distributed,without the need of using vulnerable centralized resources,also very compact.This can be explained by fundamentally different philosophy and ideology of SGT which is not based on traditional partitioned systems representation and multiple agent communications.On the contrary,SGT and its basic language supervise and control distributed systems by holistic self-spreading recursive code in wavelike,virus-like,and even“soul-like”mode.展开更多
Background Appropriate planning and staffing for medical services at large-scale athletic events is essential to provide for a safe and successful competition. There are few well-documented accounts describing the dem...Background Appropriate planning and staffing for medical services at large-scale athletic events is essential to provide for a safe and successful competition. There are few well-documented accounts describing the demand for such services. The present study provided the data from the Beijing 2008 Olympics and Paralympics, with a view to provide the guidance for planning future events.展开更多
A high-level control technology will be revealed that can dynamically establish overwhelming dominance over distributed networked systems with embedded electronic devices and any communications between them. It is bas...A high-level control technology will be revealed that can dynamically establish overwhelming dominance over distributed networked systems with embedded electronic devices and any communications between them. It is based on implanting of universal control modules (that may be concealed) into key system points which collectively interpret complex but compact mission scenarios in a special high-level Distributed Scenario language (DSL). Self-evolving and self-spreading in networks, matching them in a super-virus mode, DSL scenarios can analyze their structures and states and set up any behavior needed, including creation of benign or elimination of unwanted infrastructures. The scalable technology allows us to convert any distributed networked systems into a sort of integral spatial brain capable of analyzing and withstanding unpredictable situations in a variety of important domains.展开更多
基金supported by the self‑selected project of China Academy of Chinese Medical Sciences(No.Z0472)。
文摘Objective:To explore the general characteristics,traditional Chinese medicine(TCM)syndromes and medication of patients with rectal cancer in China.Methods:The clinical data of inpatients with rectal cancer from the information system of 17 tertiary A‑level traditional Chinese medicine hospitals in China were collected.After data standardization,descriptive analysis was performed on the general information,syndrome distribution and medication characteristics of the included patients,and association rule analysis was performed on the drug usage.Results:A total of 15424 hospitalized patients with rectal cancer were included.The ratio of male to female patients was 1.6:1,the average age was 60.87 years old,and the age was mainly in the range of 50 to 79 years old.Among the 12146 patients with rectal cancer,the top 5 TCM syndromes were Qi and Yin deficiency syndrome(25%),phlegm and blood stasis syndrome(19%),spleen deficiency syndrome(14%),Qi stagnation and blood stasis syndrome(7%)and Qi and blood deficiency syndrome(6%).After excluding the anti‑tumor western medicine recommended by the guidelines,adrenal corticosteroids(43.55%),antibiotics(42.94%)and immunomodulatory drugs(42.66%)ranked the top three in the frequency of western medicine use.Dexamethasone(38.15%),metoclopramide tablets(20.51%)and furosemide injection(19.71%)were the three most commonly used western medicines.Among the three western medicines combined,cimetidine,granisetron hydrochloride dextrose injection+dexamethasone were the most common(support 8.23%,confidence 96.4%,and improvement 2.48%).Heat‑clearing and detoxifying agents(53.72%),Yiqi‑fuzheng agents(49.76%)and blood‑activating and stasis‑removing agents(15.68%)ranked the top 3 in the frequency of use of traditional Chinese medicine.Shenqi Fuzheng injection,Shenqi Fuzheng injection(21.59%),Compound Kushen injection(17.52%)and Aidi injection(11.96%)were the three most commonly used Chinese patent medicines.Conclusion:The main syndromes of patients with rectal cancer may be Qi and Yin deficiency syndrome,phlegm and blood stasis syndrome,and spleen deficiency syndrome,etc.The treatment needs to focus on the supplementation of vital essence,combination of dredging and tonifying method,and the integration of traditional Chinese and western medicine.
基金Sponsored by China Overseas Expertise Introduction Program for Discipline Innovation(D17016)Programme of State of Conservation of Wulingyuan World Natural Heritage Site(2022)。
文摘As an important type of world heritage sites,cultural landscape has always been an important research subject.In order to explore the spatial distribution and evolution mode of cultural landscape all over the world,the paper systematically elaborated the historical context of cultural landscape.The distribution characteristics were analyzed by statistical methods,and the connotation and evolution law represented by cultural landscape in different regions were expounded.The word frequency of regional heritage criteria was analyzed,and the local characteristics of each case were discussed.The research shows that the spatial distribution of global cultural landscape is unbalanced,mainly concentrated in Europe,and the spatial distribution characteristics are closely related to geographical environment,social history,economic development level and many other factors.In terms of inscribed criteria for world heritage sites,most cultural landscapes are mainly based on cultural criteria,but also involve natural criteria.The recognition and protection of cultural landscapes that simultaneously meet multiple criteria will become the focus in the future.
基金Project supported by the National Natural Science Foundation of China(Grant Nos.61402485,61573262,and 61303061)
文摘Many real-world systems can be modeled by weighted small-world networks with high clustering coefficients. Recent studies for rigorously analyzing the weighted spectral distribution（W SD） have focused on unweighted networks with low clustering coefficients. In this paper, we rigorously analyze the W SD in a deterministic weighted scale-free small-world network model and find that the W SD grows sublinearly with increasing network order（i.e., the number of nodes） and provides a sensitive discrimination for each input of this model. This study demonstrates that the scaling feature of the W SD exists in the weighted network model which has high and order-independent clustering coefficients and reasonable power-law exponents.
基金Under the auspices of National Natural Science Foundation of China(No.41130747,41320104001)
文摘In this study, the authors use a political perspective to explore the relative global status of cities in China. Two questions are addressed. Firstly, by using international organizations as the subjects and quantitative analysis of the spatial distribution of their offices, the overall position of Chinese cities in the global distribution of international organizations is estimated. The results show that 22 Chi- nese cities are involved in international political affairs. Beijing, Shanghai and Guangzhou dominate these activities and have high po- litical global-city status. Secondly, through qualitative analysis of Guangzhou City, the authors explore how its status as a center for intemational organizations has been shaped in recent years. The locational decision-making process is analyzed and the factors are demonstrated at both national and city scales. The definition of international organizations as used in this study refers not only to those supranational bodies that have the ability to manage relations across states （such as the European Union）, but also those in- ter-governmental organizations （IGOs）, international non-governmental organizations （INGOs） and diplomatic representatives and delegations that today also manage and regulate relations between and among states.
文摘This paper recalls the 1942 Rose Bowl game,which was relocated from its traditional site at Pasadena,California,to Duke University in Durham,North Carolina.The Tournament of Roses nearly cancelled the game after a government request to avoid large crowds on the West Coast,in light of the Japanese attack on Pearl Harbor.Duke,originally selected as the visiting team to play Pacific Coast Conference champion Oregon State University,resolved the dilemma by offering to stage the game at its campus stadium.Duke Stadium had a capacity of only 35,000,much smaller than the Rose Bowl stadium,and 20,000 temporary seats from nearby University of North Carolina and North Carolina State University were added to accommodate fans.On the strength of a 13-point third quarter,Oregon State upset undefeated Duke,20-16,in the 28th Rose Bowl game.The game returned to Pasadena the following year.With Allied victory at the Battle of Midway and stabilization of the Pacific Theater of war,the West Coast was considered secure enough to host large events.The move of the 1942 Rose Bowl was the first of many impacts on sport generally and college football in particular caused by World War II.With male enrollment reduced drastically,many colleges and universities did not field a football team for one or more seasons during the war.Prominent players were killed in action,including some who competed in the 1942 Rose Bowl.Coaches likewise joined the war effort,notably Wallace Wade of Duke.Following the war,the readjustment of servicemen extended to the gridiron,as football rosters included many veterans.Yet the 1942 Rose Bowl has new relevance beyond its 75th anniversary.The 2008 Southeastern Conference men’s basketball tournament was moved when a tornado struck Atlanta.In 2015 terrorists attacked a soccer stadium in Paris,raising new consciousness of the global threat of terrorism.Sport managers strive to make events safe,not only at the venue,but within an expanding perimeter.
基金Project supported by the National Natural Science Foundation of China(Grant Nos.61402485,61303061,and 71201169)
文摘The comparison of networks with different orders strongly depends on the stability analysis of graph features in evolving systems. In this paper, we rigorously investigate the stability of the weighted spectral distribution（i.e., a spectral graph feature） as the network order increases. First, we use deterministic scale-free networks generated by a pseudo treelike model to derive the precise formula of the spectral feature, and then analyze the stability of the spectral feature based on the precise formula. Except for the scale-free feature, the pseudo tree-like model exhibits the hierarchical and small-world structures of complex networks. The stability analysis is useful for the classification of networks with different orders and the similarity analysis of networks that may belong to the same evolving system.
文摘Virtual world simulation offers tremendous potential opportunities to improve, and optimize, individual and collective echelon training for the military. The US Army Research Laboratory (ARL) Military Open Simulator Enterprise Strategy (MOSES) project’s charter is to investigate simulation-based training technology for use in military specific training domains. Of particular interest are attributes of virtual worlds such as geographically distributed large-scale trainee support. We have initiated a series of experiments to determine appropriate benchmarks for simulator performance and to determine appropriate independent variables in order to create a robust predictive model that will enable virtual world training scenario designers to calculate, a priori, the number of trainees that may synchronously operate in a virtual world. The present paper’s purposes were to determine the effect that virtual world region fidelity had on server performance and determine whether this independent variable would be appropriate for inclusion into our predictive model. We found that region fidelity had a statistically significant effect on the simulator’s processor memory usage but had no significant effect on the simulator’s vertical scalability, CPU usage nor network performance. In this paper, we discourse on the purpose of this research, our experimental methodology and results, and discuss the significance of our findings.
文摘Traditional reinforcement learning (RL) uses the return, also known as the expected value of cumulative random rewards, for training an agent to learn an optimal policy. However, recent research indicates that learning the distribution over returns has distinct advantages over learning their expected value as seen in different RL tasks. The shift from using the expectation of returns in traditional RL to the distribution over returns in distributional RL has provided new insights into the dynamics of RL. This paper builds on our recent work investigating the quantum approach towards RL. Our work implements the quantile regression (QR) distributional Q learning with a quantum neural network. This quantum network is evaluated in a grid world environment with a different number of quantiles, illustrating its detailed influence on the learning of the algorithm. It is also compared to the standard quantum Q learning in a Markov Decision Process (MDP) chain, which demonstrates that the quantum QR distributional Q learning can explore the environment more efficiently than the standard quantum Q learning. Efficient exploration and balancing of exploitation and exploration are major challenges in RL. Previous work has shown that more informative actions can be taken with a distributional perspective. Our findings suggest another cause for its success: the enhanced performance of distributional RL can be partially attributed to its superior ability to efficiently explore the environment.
文摘In an addition to the variety of topics in aims and scope of the Journal of International Relations and Diplomacy, we would be happy to offer here some more areas in line with its general orientation, which could be worth investigating, encouraging more paper submissions. These relate to effective organization of large distributed dynamic systems of diverse natures which may require innovative solutions reflecting the growing world dynamics in the 21 st century with emerging challenges and threats to local and global prosperity, stability, and safety.
文摘The world is steadily moving to the post-liberal order with the urgent need of novel organizational and security approaches,also new levels of international cooperation,in order to support its stability and prosperity.The developed high-level Spatial Grasp Technology(SGT)and its Spatial Grasp Language(SGL)are briefed which may be particularly useful for solving numerous conflicts and crises problems emerging in different areas during this transitional period,in both local and global scale.SGT employs unlimited spatial scenario mobility and parallel holistic matching of distributed systems,with numerous communicating SGL interpreters potentially installed worldwide.Basic network creation and management operations are described in SGL which may operate on top of existing communication systems or serve individually as high level network protocols in case of non-local crises and disasters.Different operations on social networks are presented in SGL including finding strongest and weakest components with resultant changing of network topologies,also determining distances between different communities for preventing and predicting social conflicts.Fully distributed analysis,and tracing and simulation of multiple mobile objects in distributed spaces with complex routes are shown in SGL related to cruise missiles,defence objects and debris in outer space,as well as massively moving refugees through international borders.The proposed technology had trial implementations and applications in different countries,and its latest version can be readily installed by agreement on any platforms needed.
基金This work was supported by the National Grand Fundamental Research of China ( Grant No. G1999032706).
文摘In this paper, first studied are the distribution characteristics of user behaviors based on log data from a massive web search engine. Analysis shows that stochastic distribution of user queries accords with the characteristics of power-law function and exhibits strong similarity, and the user' s queries and clicked URLs present dramatic locality, which implies that query cache and 'hot click' cache can be employed to improve system performance. Then three typical cache replacement policies are compared, including LRU, FIFO, and LFU with attenuation. In addition, the distribution character-istics of web information are also analyzed, which demonstrates that the link popularity and replica pop-ularity of a URL have positive influence on its importance. Finally, variance between the link popularity and user popularity, and variance between replica popularity and user popularity are analyzed, which give us some important insight that helps us improve the ranking algorithms in a search engine.
文摘The paper investigates applicability of the developed high-level model and technology for solution of diverse problems in large distributed dynamic systems which can provide sufficient awareness of their structures,organization,and functionalities.After the review of meanings of awareness and existing approaches for its expression and support,the paper shows application of the Spatial Grasp Model and Technology(SGT)and its basic Spatial Grasp Language(SGL)for very practical awareness solutions in large distributed dynamic systems,with obtaining any knowledge from any point inside or outside the system.The self-evolving,self-replicating,and self-recovering scenario code in SGL can effectively supervise distributed systems under any circumstances including rapidly changing number of their elements.Examples are provided in SGL for distributed networked systems showing how in any node any information about other nodes and links,including the whole system,can be obtained by using network requesting patterns based on recursive scenarios combining forward and backward network matching and coverage.The returned results may be automatically organized in networked patterns too.The presented exemplary solutions are parallel and fully distributed,without the need of using vulnerable centralized resources,also very compact.This can be explained by fundamentally different philosophy and ideology of SGT which is not based on traditional partitioned systems representation and multiple agent communications.On the contrary,SGT and its basic language supervise and control distributed systems by holistic self-spreading recursive code in wavelike,virus-like,and even“soul-like”mode.
文摘Background Appropriate planning and staffing for medical services at large-scale athletic events is essential to provide for a safe and successful competition. There are few well-documented accounts describing the demand for such services. The present study provided the data from the Beijing 2008 Olympics and Paralympics, with a view to provide the guidance for planning future events.
文摘A high-level control technology will be revealed that can dynamically establish overwhelming dominance over distributed networked systems with embedded electronic devices and any communications between them. It is based on implanting of universal control modules (that may be concealed) into key system points which collectively interpret complex but compact mission scenarios in a special high-level Distributed Scenario language (DSL). Self-evolving and self-spreading in networks, matching them in a super-virus mode, DSL scenarios can analyze their structures and states and set up any behavior needed, including creation of benign or elimination of unwanted infrastructures. The scalable technology allows us to convert any distributed networked systems into a sort of integral spatial brain capable of analyzing and withstanding unpredictable situations in a variety of important domains.
