Lois Lowry essays

Lois Lowry essays ... Now I deal with the frustrations, fears, and disappointments of life by making stories out of them: by examining them, tipping them upside down and inside out arranging them in an order that makes sense, weaving them through with details and holding them up to the light. That is how Lois Lowry comes up with her stories. By taking all her emotions and what everyone deals with in life and also by using some of her childhood memories in writing her stories. Lois Lowry was born on March 20, 1973 in Honolulu, Hawaii. Her parents were Robert E. Hammersberg and Katherine Hammersberg, who was a teacher. Her father was a dentist who was stationed with the army at Pearl Harbor, but before the bombing, the family moved to the mainland in the Amish country of Pennsylvania. The house and town in Pennsylvania where she grew up is used as the setting for one of her books called, Autumn Street. Lois Lowrys intelligence was shown early at the age of three years-old, she learned how to read at the age of three years-old. Lowry attended Brown University through the years 1954 and 1956 but even though she was smart, she dropped out of college early because of the tradition of the fifties to marry early. She married Donald Grey Lowry who was an attorney on June 11, 1956. She gave birth to Alex, Grey, Kristen, and Benjamin. Lowry finally divorced in 1977, where she went back to college at University of Southern Maine where she got her B.A. Although my books deal largely with families, I also attach a great deal of importance to friendships. Those are the things young people should pay attention to in their lives. That is how Lois Lowry get her methods of stories, by an idea that her stories can move and teach younger people and to those who read her stories provide them with strong motivation. She has an ability to explore young readers lives and relationships in w ...

A Comparative Perspective African Slave Trade and Spanish Rule in Peru

A Comparative Perspective African Slave Trade and Spanish Rule in Peru Research Argument Guaman (13) and Vazquez (15) view the Spanish rule in Peru as an epoch characterized by suffering among the indigenous communities and destruction of indigenous socio-political institutions. On the same note, Guaman includes a Christian perspective whereby he insists on the Kingdom.Advertising We will write a custom research paper sample on A Comparative Perspective: African Slave Trade and Spanish Rule in Peru specifically for you for only $16.05 $11/page Learn More Similarities in Perspectives According to Vazquez (45) and Mbemba (43), the slave trade in Africa and Spanish rule in Peru witnessed the annihilation of the existing political systems and the introduction of foreign ones. In Africa, the Arabs introduced the Islamic legal system based on the Sharia law along the East African coast and in West Africa, which replaced the indigenous decentralized system of government. According to Mbemba (23), both the Arab Slave trade in Africa an d the Trans-Atlantic slave trade exposed Africa to the outside world leading to the colonization of the continent. In Peru, the inception of the Spanish rule was marked by the destruction of the indigenous Incan political system by the Spaniards (Vazquez 56). The tremendous decline of native populations was a common consequence of African slave trade and Spaniard occupation of Peru. During the Trans-Atlantic slave trade, thousands of Africans died during capture, Middle Passage, and in the plantations and mines in America (Mbemba 22). In Peru, the introduction of infectious diseases such as smallpox by the Spaniards led to the decimation of over nine million Amerindians between 1520 and 1620 (Vazquez 43). Mbemba (12) and Vazquez (34) also argue that the two events were also characterized by the exploitation of the locals by foreigners. The Viceroyalty of Peru pursued economic development via mineral extraction and creation of a commercial monopoly. The viceroys used native forced la bor in mining and imposed taxes on the locals. In Africa, slave trade weakened the local economies; important labor forces were moved from the continent while slave raids disrupted economic activities on the continent (Vazquez 83). Variation in Perspectives Vazquez (98) posits that the political economy created by the Spaniards in Peru was characterized by competition for economic wealth between the Amerindians and the Spaniards. The Amerindians acquired wealth and influence. On the other hand, Rodney sums up the slave trade in Africa as well as the colonial epoch as having grossly underdeveloped the continent (Mbemba 12). In 1570s, Viceroy Fransisco dde Toledo unsuccessfully reorganized property rights, refining technology, and land policy in Peru to revitalize Spaniard control and boost silver production. This economic reorganization was futile in toppling Amerindian competition over silver and crude ore appropriation. Vazquez (2) presents the Spaniard political economy as a strug gle to control and contain competition that would enable the locals accumulate wealth.Advertising Looking for research paper on history? Let's see if we can help you! Get your first paper with 15% OFF Learn More Nonetheless, the Indian communities, individuals, social climbers, commoners, ethnic notables, and lords persistently competed with the Spanish for profit in the commercial economy established in the post-conquest era. Vazquez (27) presents a scenario of the presence of competition between the colonizers and the colonized, and among the colonizers in Peru with the Amerindians refusing and circumventing the exploitative Hispanized commercial economy. Mbemba (15) presents a systematic exploitation process of the African continent by foreigners stretching from the slave trade to the neocolonial era. During slave trade, particularly the Trans-Atlantic slave trade, the African societies were depleted their able labor force that left them incapable of stagi ng formidable resistance on the intruders. While Mbemba (13) presents conquest as the main avenue through which Spaniards gained control of Peru, African societies are to blame for the slave trade menace. There existed the institution of slavery among some African societies, which the outsiders exploited to their advantage. The variation in the two writers’ perspectives in regard to the African and Amerindian responses to slavery and Spanish occupation respectively is largely informed by the context of the societies they wrote on; the weakened African society and the politically conscious Incan empire (Guaman 53). Undoubtedly, colonialism in Peru and slave trade in Africa were characterized by cultural exchange. The Amerindians adopted Christianity from their conquerors. The Africans adopted Islam from the Arab slave traders and later Christianity from the Europeans. Guaman, Felipe. Chronicle: First New Chronicle and Good Government: on the History of the World and the Incas up to 1615. Austin, TX: University of Texas Press, 2009. Print. Mbemba, Nzinga. Appeal to the King of Portugal (1526). New York: Curtis Brown, 1964. Print.Advertising We will write a custom research paper sample on A Comparative Perspective: African Slave Trade and Spanish Rule in Peru specifically for you for only $16.05 $11/page Learn More Vazquez, Antonio. Mercury Mining in Huanacavelica and Silver Mining in Potosi (1620s). New York: WW Norton Co, 2011. Print.

Business models of Staples Inc Essay Example | Topics and Well Written Essays - 500 words

Business models of Staples Inc - Essay Example Safety is an issue that affects the running of the business, but staples have that covered under their safety supplies. Staples are a business concept that surpasses supplying products only by offering a list of easy to obtain services tailor made for the customers. They offer mailing and shipping services. For any business that requires the Copy and Print services, they are readily available within their customer center. They also offer Promotional services and the modern Cloud Software. Technology trade-ins and tech Support Services is a business portfolio they use to attract and maintain their customers. In addition, they have a Recycling and Eco-Services, a Business Hub, Textbook Rental, Staples Credit Center and Staples Merchant Services. Staples Inc. are Retailers who have stores where customers come and pick their products. They have retail stores, restaurants and online features for order and shipment of their products. They offer as a link between manufacturers of the broader products as above. They trade using their original name in cities across USA and slightly change their name in other countries like Italy. T some extent Staples become distributors by working with other enterprises, but these are exclusively in the US in the business-to-business and business-to-company models. The advertising procedure utilized by Staples concentrates on the target business sector of commonplace buyers and organizations. By designating sensible costs and straightforwardly mailing advancements to homes, Staples targets everybody from regular clients to larger enterprises. Staples can offer office supplies in mass or single units. They have secured the establishment for office supply superstores. In 2003, Staples started their committed fight to make their organization client centered. Â  

Effective leadership Essay Example | Topics and Well Written Essays - 1500 words

Effective leadership - Essay Example Discussion Lincoln’s Presidency is remembered for the American Civil War and the abolition of slavery, a goal for which he himself unfortunately had to pay the ultimate price of losing his life at the hands of John Wilkes Booth, a Confederate supporter. Yet Lincoln’s commonsense and well thought out approach to leadership makes us look at his life and principles again and again. He was a man who truly practiced what he preached. His undying and concerted efforts not only won the war for the Union but he also led from the front, marshalling and advising his forces and generals, while raising support and winning over the common man to the cause of freedom and equality for all, one of the principal features of our constitution and the American way of life, where each is free to do as he likes in the pursuit of happiness for the collective good of all. The author has very cleverly structured the book into four sections: People, Character, Endeavour and Communication. Abraha m Lincoln’s way of dealing with people was rather unique, and as the author puts it, he may have been one of the earliest leaders to advocate and follow the principle of Management by Wandering Around, as later defined by Peters and Waterman in their bestseller ‘In Search of Excellence’. Lincoln believed in getting out of his office and circulating among the troops (Phillips, 14). Of course, where he could not do it in person, his messages of encouragement and comfort were instrumental in raising the troops’ morale and winning over many a man to his cause. During the four year Civil War, Lincoln spent a lot of time with the War Office, the Army and the Navy, inspecting troops and weaponry and noting their capabilities. He wanted the latest information at all times and is even known to be one of the only Presidents that came under enemy fire in a war situation. Lincoln walked across to his Secretary of State Edwin M. Stanton’s office every day to get the latest on the war situation. Besides having his weekly meetings at the set times and locations, Lincoln was often known to call extempore sessions of his cabinet and advisors as the need arose. Rather than lock himself away in an ivory tower, Lincoln loved to roam among the people. He would make himself accessible to most people almost 75% of the time, and believed that these ‘public opinion baths’ were necessary to gain the support of people as well as make himself a visible leader while garnering the thoughts and opinions of the populace. He favored as little security and protocol as possible, believing that a true and righteous leader had nothing to fear. Lincoln was also known to be an approachable leader with an efficacious, amicable style. He had an open door policy with all men reporting to him and wished to be visible and available to them. In the chapter Build Strong Alliances, the author wants to show us how the President used his wit, charm, communicatio n and oratory skills to win not only Court arguments while in his practice at Springfield but also to opponents and people on the sidelines regarding the slavery issue. Lincoln was full of wisecracks, anecdotes and stories that would help in winning men over to the cause of emancipation. Another of Lincoln’s erudite principles of leadership was Persuade Rather than Coerce (Phillips, 39). Lincoln

Ethics Coursework Example | Topics and Well Written Essays - 1000 words

Ethics - Coursework Example This may cause unhealthy conflict among the team members who may not be comfortable with the scrutiny and strictness that results from this kind of thinking. Understanding ones preferences as a leader are important in helping establish healthy leader-subjects relationship. It is a part of the self-awareness that is known to create a bridge between people with different personalities. Diversity being an expected aspect of teams and organization, understanding and being able to control ones thinking preferences makes one an engaging and respecting the leader (Marcic & Daft, 2013). When, for instance, a leader knows that he or she prefers imaginative thinking, they will be able to control it in such a way that it does not affect their focus on reality. In emotional intelligence, a leader can focus attention on the most important aspect of leader-subject relationship this is the emotional congruence and relationship. Any leadership process involves interacting with people at various levels. These interactions create emotions on the side of the leader as well as on the side of the subjects. According to Hughes et al. (2011), emotional intelligence does not only entail knowing or learning about the emotions of other peoples but self-awareness is an important principle. With self-awareness, the leader is able to focus on the personal emotions and feelings and hence align directly with the expectations of the subjects while still maintaining a cordial but professional relationship (Hughes et al., 2011). With self-regulation, an attribute of emotional intelligence, the leaders can successfully identify their personal values and those of their subjects. This develops within the relationship the notion of being accountable and knowing the limits of one another. The importance of this is that there is self-restraint from within the leadership structure and between the

The kite Runner Essay Example for Free

The kite Runner Essay The Kite Runner, by Khaled Hosseini is a book many readers might appreciate. The book inflicts turmoil of emotions and leave readers in shock. The Kite Runner illustrates a heartbreaking friendship and other relationships that make the story come alive. Readers will appreciate the love, friendship and redemption. The characters are Amir, Hassan, Baba, Ali, Sohrab and Assef. Amir is selfish, Hassan is loyal, Baba is brave, Ali is dutiful, and Assef is cruel. Amir is the protagonist of the book, Hassan is a servant in Amir’s house. Hassan is loyal to Amir and Ali is another servant to Amir and Baba (Amir’s dad). The reader gets a feel for the relationship between Amir and Hassan on page 34. â€Å"Then he (Ali) would remind us that there was a brotherhood between people who had fed from the same breast, a kinship that not even time could break. Hassan and I fed from the same breasts. We took our first steps on the same lawn in the same yard. And, under the same roof, we spoke our first words. Mine was Baba. His was Amir. My name. The story is set in 1975 through 2001, Afghanistan and United States, specifically in Kabul and California. The significance of the Kabul, Afghanistan setting is that it’s when the Afghanistan monarchy is overthrown, through the Soviet military intervention and the rise of the Taliban regime. The significance of the setting’s shift from Kabul, Afghanistan to California, United States is that because the Soviet military intervenes in Afghanistan, Amir and Baba escape to Peshawar, Pakistan, and then to Fremont, California, where they settle in a run-down apartment Amir faces certain forces and pressures. Amir is having a self vs.self-problem, he has to decide whether to go back to Kabul in order to get Sohrab (Hassan’s son) from an orphanage or leave him there. He meets these forces and pressures by deciding to go back to Kabul and save Sohrab from the dangerous city. You can see this early in the story on page 300. The tension rises when Amir makes it to Kabul. Amir notices that their signs of war and destroyed villages. This might leave a reader feeling worried because readers might think that Amir will back down and not save Sohrab or that Amir will get hurt. The story climaxes when Amir goes to the orphanage, and finds out that Sohrab isn’t there but was taken by a Taliban official. When Amir finds Sohrab, he finds out that Assef a childhood bully and who raped Hassan, has Sohrab in his house. Amir has to fight Assef, but Sohrab ends up saving Amir and himself by throwing a rock in Assefs eye with a slingshot. â€Å"Dont hurt him anymore. â€Å"Put it down. Please. Put it down! Put it down! Assef let go of my throat. Lunged at Sohrab. The slingshot made a thwit sound when Sohrab released the cup. Then Assef was screaming. He put his hand where his left eye had been just a moment ago. † The falling action ultimately resolves the conflict. Amir finally takes Sohrab to the United states, where Amir raises Sohrab as his child. It’s a self vs. self-type of conflict that’s driving this story. Amir in the beginning is a selfless person and does things he regrets such as not saving Hassan from being raped and having Hassan having to leave his home. But by saving Sohrab, Hassan’s son and raising him, Amir finds a way to redeem himself.

Survey on Traffic Pattern Discovery in Mobile Ad hoc Network

Survey on Traffic Pattern Discovery in Mobile Ad hoc Network Priyanka Sen Priti Saktel Abstract— Mobile Ad-hoc Network (MANET) is one of the networks of mobile routers that is self-configuring and connected by wireless links. Anonymity communication is one of the major issues in MANET. Though there are many anonymity enhancing techniques that have been proposed based on packet encryption to protect the communication anonymity of mobile ad hoc networks. There are still passive statistical traffic analysis attacks that can be vulnerable to MANET. The communication anonymity consists of two aspects: source/destination anonymity and end-to-end anonymity. In order to discover the communication pattern without decrypting the captured packets, this proposed system will be designed. The proposed system will first search the required node by using a heuristic approach. Then statistical traffic analysis will be performed to find the data transmission of the searched node to its neighboring nodes. After performing the statistical traffic analysis whether the search node is source or destination will be estimated. With the help of this estimation the traffic pattern will be discovered. The utility of this proposed system is basically in military environment. Keywords— Mobile Ad hoc Network (MANET), anonymity communication, statistical traffic analysis. I. Introduction Mobile ad hoc network (MANET) is a self configuring infrastructure less network of mobile devices connected by wireless network. It is one of the types of ad hoc network. Every device in MANET is independent to move. This results in changes of link of such device. Thus MANET is also known as an infrastructure less network. The devices that are present in the network must forward the traffic to other devices. In MANET each device must act as a router. The basic figure of a mobile ad hoc network can be illustrated in Fig 1. One of the critical issues of MANET is communication anonymity. Anonymity can be defined as the state in which identity of an object that performs the action is hidden. An anonymous communication system can be defined as a technology that hides the object identity. Communication anonymity [1] has two aspects: Source/destination anonymity and End-to-End relationship anonymity. In source/destination anonymity it is difficult to identify the sources or the destinations of the network flows while in end-to-end relationship anonymity it is difficult to identify the end to- end communication relations. In MANET communication anonymity has been proposed by anonymous routing protocols such as ANODR (ANonymous On-Demand Routing) [7], OLAR (On-demand Lightweight Anonymous Routing) [6]. All these anonymous routing protocols rely on packet encryption to hide the information from attackers. Still the passive attackers can eavesdrop on the wireless channel, intercept the transmission, and then perform traffic analysis attacks. Traffic analysis [10] is one of the types of passive attack in MANET. Traffic analysis is further subdivided into predecessor attack [8] and disclosure attack [9]. The following are the three nature of MANET due to which above approaches do not work well to analyze traffic in MANET: 1) Broadcasting nature: In wired networks point to point transmission can be easily applied to only one possible receiver. While in wireless network message is broadcasted to multiple receivers. 2) Ad hoc nature: Mobile node can be served as both source and destination. This can create confusion to determine the role of the node. 3) Mobile nature: Traffic analysis model do not consider the mobility of communication peers. This makes the communication among mobile node more complex. There is a need of such a technology which can analyze traffic without any interruption of the above three characteristics of MANET. This proposed system fulfills the need. The objective of this paper is to show that passive attackers can perform traffic analysis without the knowledge of the adversaries. This approach is required in military environment. The proposed system will perform statistical traffic analysis to discover the traffic pattern. This system will perform the point to point as well as end-to-end traffic analysis among receivers. Indirectly this calculation will provide probable source and destination of the network that will discover the hidden traffic pattern. Thus the adversaries will not be able to know about the traffic analysis. Fig. 1. Mobile Ad hoc Network The remaining paper is organized as follows: Section II describes the previous work. Section III presents the proposed work. Section IV describes the expected outcome of the proposed system. Lastly section V presents the conclusion. II. PREVIOUS WORK Yang Qin, Dijiang Huang and Bing Li [1], proposed that though there are many anonymous routing protocols and anonymous enhancing techniques available still mobile ad hoc network (MANET) is vulnerable to passive statistical traffic analysis attacks. The authors proposed a system called as Statistical Traffic Pattern Discovery System (STARS). A STAR is used to discover the hidden traffic pattern in MANET. The drawback of this proposed system is that no searching algorithm is applied to search the traffic free path. Douglas Kelly, Richard Raines, Rusty Baldwin, Michael Grimaila, and Barry Mullins [2], investigated on anonymity. For a user anonymity can be defined as using any services while keeping their identity hidden from an adversary. Anonymity help user to protect their data from attacks. Unidentifiability, Unlinkability, and Unobservability are the three properties of anonymity. Unidentifiability means the adversary is unable to determine one’s identity or action among similar ones. Unlinkability means the adversary is unable to relate messages or actions by observing the system. Unobservability means the adversary is unable to observe the presence of messages or action in the system. Since unobservability keeps the identity of messages or action secret it can be implied as anonymity. Unidentifiability is subdivided into sender anonymity (SA), receiver anonymity (RA), mutual anonymity (MA) and group anonymity (GA). Unlinkability is subdivided into location anonymity (LA), communicat ion anonymity (CA) and group communication anonymity (GCA). In order to discover the traffic pattern we have to work on unidentifiability property of anonymity and decrease the sender anonymity (SA) and receiver anonymity (RA). Lei Liu, Xiaolong Jin, Geyong Min, and Li Xu [3], proposed that in order to detect the attack in a network traffic intensity and packet number are the two important metrics. Lei et al. had designed an anomaly detection system. This anomaly detection system is used to detect the distributed denial of service (DDoS) attack in MANET. When traffic analysis is carried on MANET these two metrics are used to detect the DDoS attack. Similarly when traffic analysis will be carried on our proposed system data transmission will be considered as a parameter. We can conclude that data transmission will be an important factor whenever traffic analysis will be carried out, though the reason may be for detection of attack or for discovery of traffic pattern. Zhilin Zhang and Yu Zhang [4], introduced that control traffic plays an important role in route discovery in MANET. The characteristic that involve to carry out research on control traffic in MANET when on demand routing protocols are used include distribution of nodes’ control packet traffic, communication of control packets between nodes, rate of RREQ (route request) packets and the ratio of number of RREQ packets originating from one node to all RREQ packets relayed by this node. These characteristics of control traffic are affected by factors such as mobility, node density and data traffic. Thus theoretically we can determine that indirectly one of the factors of control traffic is data traffic. Hence we can conclude that control traffic will also play an important role in route discovery in our proposed system though the situation will be different. In our proposed system we will find traffic free path i.e. control traffic path so that it will be easy to find out the numb er of data packets transmitted to neighboring nodes. This will help us to discover route in our proposed system. Y. Liu, R. Zhang, J. Shi, and Y. Zhang [5] designed a novel algorithm called as traffic inference algorithm (TIA) which allows an adversary to infer the traffic pattern in MANET. This algorithm is based on the assumption that difference between data frames, routing frames and MAC control frames is visible to passive adversaries. Through these differences they can identify the point-to-point traffic using the MAC control frames, recognize the end-to-end traffic by tracing the routing frames and then find out the actual traffic pattern using the data frames. This algorithm is not a successful invention as it depends on the deterministic network behaviors. Stephen Dabideen and J.J. Garcia-Luna-Aceves [6], proposed that routing in MANET using depth first search (DFS) is feasible as well as efficient than breadth first search (BFS). The algorithm introduced is called as ordered walk search algorithm (OSA). The objective of this algorithm is to take advantage of the smaller time complexity of BFS and combine it with the low communication complexity of DFS in order to improve the efficiency of the search through the known path information. In order to demonstrate the effectiveness of OSA, ordered walk with learning (OWL) routing protocol has been presented which uses DFS to establish and repair paths from the source to the destination with minimum signaling overhead and fast convergence. The following are the advantages of DFS over BFS that had been investigated by Stephen et al. in MANET: (i) DFS require less overhead as compared to BFS. When large number of nodes is performing BFS, the routing TABLE 1 COMPARISON OF SEARCHING ALGORITHMS overhead can saturate the network making it difficult to deliver any packets. However DFS use only small network for routing. (ii) When BFS is used in a network, where there are multiple flows of search packets this situation can lead to increase the load on network and loss of packets. On the other hand as DFS involves only a small part of the network, thus this reduces the load in the network and results in less packet loss. A comparative study of searching algorithms is shown in TABLE I. From this table we conclude that DFS is better searching algorithm for MANET than BFS. III. PROPOSED WORK One of the characteristic of MANET is that all the nodes are hidden. This proposed system will unhide the nodes by using one of the searching algorithms. The searching algorithm chosen for searching the node will be depth first search (DFS). Source node will use DFS algorithm for traversing or searching the path in the network. Then statistical traffic pattern analysis will be performed on these searched nodes. This analysis will provide an estimation of the data transmitted to all the neighboring nodes of every searched node. We can discover the traffic pattern by using probability distribution. The working of each of the module is explained in detailed below. A. Searching node in MANET using depth first search. In this proposed system we are using DFS for routing decisions. When a node receives message for the first time, it sorts all its neighboring nodes according to their distance to destination and then uses that same order in DFS algorithm. It starts its searching from the source node and updates one hop neighbors. This search continues to reach traffic free path between source and destination node. As shown in Fig. 2, depth first search works on tree or graph. The Fig. 2 gives an example of DFS routing path for the following graph: The searching starts from root node A. It is assumed that the left edges are selected than the right edges. Each node remembers the last visiting nodes which help to backtrack and reach the last node to complete the traversing. From Fig. 2 the path will be: A, B, D, E, C, and F. B. Statistical traffic analysis of packets in MANET For point-to-point (one hop) traffic in a certain period, first build point-to-point traffic matrices such that each traffic Fig. 2. Depth First Search matrix only contains independent hop packets. There can be situation in which two packets captured at different time could be the same packet appearing at different location. In order to avoid a single point-to-point traffic matrix form containing two dependent packets time slicing technique is used. Time slice technique is technique in which the process is allowed to run in a preemptive multitasking system. This is called as the time slice or quantum. The scheduler runs once every time slice to choose the next process to run. In this proposed system a sequence of snapshots during a time interval constructs a slice represented by a traffic matrix. The traffic matrix is denoted by W. This traffic matrix will consists of traffic volume from one node to another. For example, Here 1 indicates that there is transmission of data (traffic volume) from node 1 to node 2 whereas 0 indicate that there is no transmission of data between the two nodes. C. Discovery of system The traffic matrix tell us the deduce point-to-point and end-to-end traffic volume between each pair of nodes. We need to discover the actual source or destination in order to discover the traffic pattern. Here probability distribution is used. Probability distribution calculates the probability of the data transmitted to neighboring node which provide an accurate estimation of a node as source or destination. This will help to discover the traffic pattern. The equation required for source probability distribution is The equation required for destination probability distribution is Fig.3. System Flow Diagram Where s’(i) is the source vector, N is number of nodes, r(i,j) is the accumulative traffic volume from node i to node j, d’(i) is the destination vector. In the Fig. 3, the flow of the proposed system is explained. When the system will start it will form a network. This network will consist of certain number of nodes. All the nodes will be browsed. In order to search the node a heuristic searching algorithm will be applied. If the required node is present then statistical traffic analysis will be performed on it. After performing statistical traffic analysis probability distribution will be applied to discover the traffic pattern. However, if the required node is not found then the system will stop and no further process will be carried out. IV. EXPECTED OUTCOME From the idea of the proposed system we are clear with two outcomes. The outcomes will be to discover traffic pattern in MANET and to find probability of point to point transmission among receivers. These two outcomes are discussed below. 1. Discovery of traffic pattern in MANET The first step to discover traffic pattern will be searching a node. Then using point-to-point traffic matrix and end-to-end traffic matrix a statistical traffic analysis will be performed. The parameter to be considered for traffic pattern discovery will be number of data transmitted. 2. Probability of point to point transmission among receivers is estimated Point-to-Point transmission can be estimated by point-to-point traffic matrix. This matrix will consists of traffic volume between each node at one hop distance. The calculated traffic matrix will be used to determine the probability of point to point transmission among receivers. V. CONCLUSION The proposed system will be an attacking system. As nodes are hidden in MANET a heuristic searching algorithm will be applied. This heuristic searching algorithm will be depth first search (DFS).This system will perform statistical traffic analysis to find the data transmission between one to one and one to many nodes. Probability of point to point transmission among receivers will be estimated by point-to-point traffic matrix. Then by calculating multihop traffic and performing probability distribution the traffic pattern will be discovered. This will provide an approximate traffic pattern with approximate source and destination in the network. The proposed system will reduce the issue of anonymous communication in mobile ad hoc network (MANET). REFERENCES Yang Qin, Dijiang Huang and Bing Li â€Å"STARS: A Statistical Traffic Pattern Discovery System for MANETs† IEEE Transactions on Dependable and Secure Computing, Vol. 11, No. 2, March/April 2014. Douglas Kelly, Richard Raines, Rusty Baldwin, Michael Grimaila, and Barry Mullins, â€Å"Exploring Extant and Emerging Issues in Anonymous Networks: A Taxonomy and Survey of Protocols and Metrics†, IEEE Communications Surveys Tutorials, Vol. 14, No. 2, Second Quarter 2012. Lei Liu, Xiaolong Jin, Geyong Min, and Li Xu, â€Å"Real-Time Diagnosis of Network Anomaly based on Statistical Traffic Analysis†, IEEE 11th International Conference on Trust, Security and Privacy in Computing and Communications, 2012. Zhilin Zhang and Yu Zhang, â€Å"Control Traffic Analysis of On-Demand Routing Protocol in Mobile Ad-hoc Networks†, IEEE Second International Conference on Networking and Distributed Computing, 2011 Y. Liu, R. Zhang, J. Shi, and Y. Zhang, â€Å"Traffic Inference in Anonymous MANETs,† Proc. IEEE Seventh Ann. Comm. Soc. Conf. Sensor Mesh and Ad Hoc Comm. and Networks, pp. 1-9, 2010. Stephen Dabideen and J.J. Garcia-Luna-Aceves, â€Å"OWL: Towards Scalable Routing In MANETs Using Depth-First Search On Demand†, IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, Oct 2009. Y. Qin and D. Huang, â€Å"OLAR: On-Demand Lightweight Anonymous Routing in MANETs,† Proc.Fourth Int’l Conf. Mobile Computing and Ubiquitous Networking, pp. 72-79, 2008. J. Kong, X. Hong, and M. Gerla, â€Å"An Identity-Free and On- Demand Routing Scheme against Anonymity Threats in Mobile Ad Hoc Networks,† IEEE Trans. Mobile Computing, vol. 6, no. 8, pp.888-902, Aug. 2007. M. Wright, M. Adler, B. Levine, and C. Shields, â€Å"The Predecessor Attack: An Analysis of a Threat to Anonymous Communications Systems,† ACM Trans. Information and System Security, vol. 7, no. 4, pp. 489-522, 2004. G. Danezis, â€Å"Statistical Disclosure Attacks: Traffic Confirmation in Open Environments,† Proc. Security and Privacy in the Age of Uncertainty, vol. 122, pp. 421-426, 2003. J. Raymond, â€Å"Traffic Analysis: Protocols, Attacks, Design Issues, and Open Problems,† Proc. Int’l Workshop Designing Privacy Enhancing Technologies: Design Issues in Anonymity Unobservability, pp. 10-29, 2001.