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MPI Maelstrom——Dijkstra

發布時間:2023/11/30 编程问答 43 豆豆
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【題目描述】

BIT has recently taken delivery of their new supercomputer, a 32 processor Apollo Odyssey distributed shared memory machine with a hierarchical communication subsystem. Valentine McKee’s research advisor, Jack Swigert, has asked her to benchmark the new system.
Since the Apollo is a distributed shared memory machine, memory access and communication times are not uniform,’’ Valentine told Swigert. Communication is fast between processors that share the same memory subsystem, but it is slower between processors that are not on the same subsystem. Communication between the Apollo and machines in our lab is slower yet.’’

``How is Apollo’s port of the Message Passing Interface (MPI) working out?’’ Swigert asked.

Not so well,’’ Valentine replied. To do a broadcast of a message from one processor to all the other n-1 processors, they just do a sequence of n-1 sends. That really serializes things and kills the performance.’’
`Is there anything you can do to fix that?’’

Yes,’’ smiled Valentine. `There is. Once the first processor has sent the message to another, those two can then send messages to two other hosts at the same time. Then there will be four hosts that can send, and so on.’’

``Ah, so you can do the broadcast as a binary tree!’’

``Not really a binary tree – there are some particular features of our network that we should exploit. The interface cards we have allow each processor to simultaneously send messages to any number of the other processors connected to it. However, the messages don’t necessarily arrive at the destinations at the same time – there is a communication cost involved. In general, we need to take into account the communication costs for each link in our network topologies and plan accordingly to minimize the total time required to do a broadcast.’’
Input
The input will describe the topology of a network connecting n processors. The first line of the input will be n, the number of processors, such that 1 <= n <= 100.

The rest of the input defines an adjacency matrix, A. The adjacency matrix is square and of size n x n. Each of its entries will be either an integer or the character x. The value of A(i,j) indicates the expense of sending a message directly from node i to node j. A value of x for A(i,j) indicates that a message cannot be sent directly from node i to node j.

Note that for a node to send a message to itself does not require network communication, so A(i,i) = 0 for 1 <= i <= n. Also, you may assume that the network is undirected (messages can go in either direction with equal overhead), so that A(i,j) = A(j,i). Thus only the entries on the (strictly) lower triangular portion of A will be supplied.

The input to your program will be the lower triangular section of A. That is, the second line of input will contain one entry, A(2,1). The next line will contain two entries, A(3,1) and A(3,2), and so on.
Output
Your program should output the minimum communication time required to broadcast a message from the first processor to all the other processors.
Sample Input

5 50 30 5 100 20 50 10 x x 10

Sample Output

35

【題目分析】
題目很長,一般看到很長的題目就不要傻乎乎的從頭看了,直接從有數據描述的地方或者input看,如果有前面的描述再去見面看沒有的話就不要看了,和題目一般來講關系不是很大。
是一個很簡單的Dijkstra(但還是將大于小于號寫反了,嗚嗚嗚,無顏面對江東父老)。
唯一需要注意的是讀入的時候因為有可能是x,所以必須用字符串讀入,再將字符串轉化為數字,就不要自己手寫轉了,有兩個比較好用的函數
一個是sscanf();,用法和scanf差不多,只不過第一個參數是需要進行轉化的字符串,需要頭文件#include< cstdio > 同樣的道理還可以用sprintf()將數字轉化為字符串,還可以改變進制(改一下格式控制符就可以啦)。
還有就是atoi(),可以很方便的將字符串轉化為整數,也可以通過itoa將整數轉化為字符串,需要頭文件#include< cstdlib >

【AC代碼】

#include<cstdio> #include<cstring> #include<cstdlib> #include<algorithm> #include<iostream> #include<cmath> #include<climits> #include<queue> #include<vector> #include<set> #include<map> using namespace std;typedef long long ll; const int MAXN=105; const int INF=0x3f3f3f3f; int mp[MAXN][MAXN]; int dis[MAXN]; bool vis[MAXN]; int n,t,ans; char ss[10];void Dijkstra() {int mind,mini;memset(vis,0,sizeof(vis));dis[1]=0; vis[1]=true;for(int i=1;i<=n;i++){dis[i]=mp[1][i];}for(int v=1;v<=n;v++){mind=INF; mini=-1;for(int i=1;i<=n;i++){if(!vis[i] && mind>dis[i]){mind=dis[i]; mini=i;}}if(mini==-1) break;vis[mini]=true;for(int i=1;i<=n;i++){if(dis[i]>dis[mini]+mp[mini][i]){dis[i]=dis[mini]+mp[mini][i];}}} }void test() {for(int i=1;i<=n;i++){for(int j=1;j<=n;j++){if(mp[i][j]==INF) printf(" X ");else printf("%2d ",mp[i][j]);}printf("\n");} }int main() {while(~scanf("%d",&n)){for(int i=1;i<=n;i++) mp[i][i]=0;for(int i=2;i<=n;i++){for(int j=1;j<i;j++){scanf("%s",ss);if(ss[0]=='x') mp[i][j]=mp[j][i]=INF;else {sscanf(ss,"%d",&t);mp[i][j]=mp[j][i]=t;}}}//test();Dijkstra();ans=-INF;for(int i=2;i<=n;i++){ans=max(ans,dis[i]);}printf("%d\n",ans);}return 0; }

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