今天不谈技术,谈一个我在北美学术江湖里挺有感触的一个问题--华人研究者的 leadership(领导力)。 Leadership 其实是个很玄的东西,无法以论文数量和论文引用量来度量,但是它又非常重要,因为它可以给它的拥有者带来更多的机会,资源,以及话语权。 让我从今年的 CVPR‘18 说起。 华人研究者往往干最多最苦的事情,推动这个 community 的进步,却并没有积极去争取话语权和主动权,争取应有的 leadership。 AI前沿技术的差距会越来越小,朋友们在发展技术硬实力猛发论文的同时,也应该积极提升关于 public speaking, leadership 等的软实力。
<- transform(leadership,meanx= (q1+q2+q3+q4+q5)/5) 方法二:leadership$x <- c(1,1,1,1,1) 方法三:cbind(leadership $age[leadership$age==99] <- NA leadership$agecat2 <- NA leadership <- within(leadership,{ agecat2[age <- rename(leadership,c(manager="managerID", date="testDate")) 6.排序【order,其中默认升序,变量前加“-”代表降序】 leadership [order(age),] leadership[order(gender,age),] leadership[order(gender,-age),] 7.数据筛选【条件筛选、&、|】 #leadership [gender=='M' & age>30,] #且subset(leadership, age>=35 | age<24, select=gender:q4) #or条件筛选+列筛选 8.抽样 leadership
<- transform(leadership,meanx= (q1+q2+q3+q4+q5)/5) 方法二:leadership$x <- c(1,1,1,1,1) 方法三:cbind(leadership $age[leadership$age==99] <- NA leadership$agecat2 <- NA leadership <- within(leadership,{ agecat2[age <- rename(leadership,c(manager="managerID", date="testDate")) 6.排序【order,其中默认升序,变量前加“-”代表降序】 leadership [order(age),] leadership[order(gender,age),] leadership[order(gender,-age),] 7.数据筛选【条件筛选、&、|】 #leadership leadership[gender=='M' & age>30,] #且 subset(leadership, age>=35 | age<24, select=gender:q4) #or条件筛选+列筛选
1)leadership$age[leadership$age == 99] <- NA within()可以认为是数据框版本的with(),将每一行都设置为缺失值,然后按条件赋值(字符型变量,还不是有序因子 is.na(leadership[,8:10]) 注:缺失值是不可比较的,意味着无法使用比较运算符来检测缺失值是否存在。 [leadership$age == 99] <- NA 需要在分析之前将所有的缺失数据正确的标记为缺失值,才能不影响分析过程。 如: leadership[,c(6:10)] #效果等价 4.10.2 剔除(丢弃)变量 myvars <- names(leadership) %in% c("q3", "q4") 以下两种方式同样可以 newdata <- leadership[1:3,] 日期同样可用 leadership[which(leadership$date >= as.Date("2009-01-01","%Y-%m-%d
如果你拥有这两个能力的现象是—— 在团队或身边的人群中显现出Leadership。 Leadership并不是当领导和经理,而是一种特征,这种特征有如下两个简单的表象: 帮人解问题。 如果你在30岁之前出现了Leadership这样的特征,那么,你会进入一个正循环的阶段: 因为你学习能力强,所以,你会有更多的机会解决难题。 Leadership也有范围的,比如,身边的朋友,工作中的团队/部分,圈内,整个行业。Leadership的范围越大,你的个人发展的选择性就越高。反之则越小。
public interface LeaderElector extends DistributedPrimitive { Leadership run(String topic, NodeId An instance can unregister itself from the leadership election by calling AsyncLeaderElector' One can register listeners to be notified when a leadership change occurs. The Listeners are notified via a Leadership Change change subject. StorageManager.leaderElectorBuilder() .withName("onos-leadership-elections")
election and attempt to acquire leadership If this instance is the leader, leadership * is released. IMPORTANT: the only way to release leadership is by calling close(). If this instance is the leader, leadership * is released. IMPORTANT: the only way to release leadership is by calling close().
s2无法与s3取得联系,同时收到s1的LEADING信息,便回到s1的旧集群里 s3无法与他人取得联系,退出leadership,回到FLE,并收到旧集群leader s1的消息,便作为follower 实验证明leader不会立刻退出leadership 我特意做实验试了一下,在4个server的集群中,启动3个server,其中s3为leader,s1和s2为follower,并在选举算法开始处增添输出字样 leader维持leadership的机制 我认为是基于一种心跳包的机制,在一段时间(self.tickTime / 2) 我们看下Leader::lead的源码,代码里加了一些我的中文注释理解: while 总结leadership机制 从上文总结我们看到 LearnerHandler在创建时会加入Leader.learners,在socket关闭时会移出Leader.learners。 ,因为断线重连很快,s1并没有放弃自己的leadership。 这也提出新的疑问,如果网络抖动,使得刚好在200秒时能凑齐过半数,在其它时候都不过半,还能正常运转吗?
* Output: * LeaderSelector-2 take leadership! * LeaderSelector-2 relinquish leadership! * LeaderSelector-1 take leadership! * LeaderSelector-1 relinquish leadership! * LeaderSelector-0 take leadership! * LeaderSelector-0 relinquish leadership! ; // takeLeadership() method should only return when leadership is being relinquished autoRequeue()方法使放弃Leadership的Listener有机会重新获得Leadership,如果不设置的话放弃了的Listener是不会再变成Leader的。
autoRequeue()方法使放弃Leadership的Listener有机会重新获得Leadership,如果不设置的话放弃了的Listener是不会再变成Leader的。 * Output: * LeaderSelector-2 take leadership! * LeaderSelector-2 relinquish leadership! * LeaderSelector-1 take leadership! * LeaderSelector-1 relinquish leadership! * LeaderSelector-0 take leadership! * LeaderSelector-0 relinquish leadership! ; // takeLeadership() method should only return when leadership is being relinquished
--leader-elect true Start a leader election client and gain leadership before executing the main loop leader-elect-lease-duration duration 15s The duration that non-leader candidates will wait after observing a leadership renewal until attempting to acquire leadership of a led but unrenewed leader slot. leader-elect-renew-deadline duration 10s The interval between attempts by the acting master to renew a leadership leader-elect-retry-period duration 2s The duration the clients should wait between attempting acquisition and renewal of a leadership
if (diffDependencies.isEmpty()) { LOG.info("Accepting leadership all active topologies is available locally, but some dependencies are not found locally, giving up leadership else { LOG.info("code for all active topologies not available locally, giving up leadership 即当被zookeeper选中为leader的时候,如果本地没有所有的active topologies或者本地没有所有dependencies,那么就需要调用leaderLatch.close()放弃leadership nimbus自定义了LeaderLatchListener,对成为leader之后的nimbus进行校验,需要本地拥有所有的active topologies以及所有dependencies,否则放弃leadership
动态成员资格和重新配置 5.支持事务 6.验证实施的安全 这就需要一种领导人或协调人角色来具体处理这些问题,Paxos是一种无领导人Leaderless算法,而Raft算法是一种强领导力Leadership 一个强势领导人Leadership能够在问题发生时在主机之间进行复杂的强协调,显然Leaderless则是无领导人或协调人介入处理。 需要根据自己的业务领域特点在Leadership和Leaderless之间选择合适自己的算法。 从Leadership到Leaderless以此从强到弱的排序是: 1.Strong Leadership强领导:Raft 2.Leader driven领导人驱动:VRR和 Mutil-Paxos 3
This is as much a war for technology leadership between countries as it is companies, and between a technology leadership. government, but positions as the 5G leader in much of the media, bringing into question Qualcomm’s actual leadership addition, the company battle is between Huawei and Qualcomm, not Apple and Qualcomm, for technical leadership Wrapping Up: Digital Dominance This is as much a war for technology leadership between countries as
CuratorFramework curatorFramework) throws Exception { SWITCH_LOGGER.info("take master leadership ; state = ServerState.BACKUPING; SWITCH_LOGGER.info("release master leadership zkSeekTimestamp,之后更新state为ServerState.MASTERING,然后调用CountDownLatch的await方法,之后就是更新state为ServerState.BACKUPING,释放leadership zkSeekTimestamp,之后更新state为ServerState.MASTERING,然后调用CountDownLatch的await方法,之后就是更新state为ServerState.BACKUPING,释放leadership
在变革型领导(https://www.leadershipthoughts.com/transformational-leadership-guide-models-theories/)中,我们了解到变革型领导的一个特点是处理复杂性 原文:https://www.leadershipthoughts.com/dealing-with-complexity-a-rough-guide-to-leadership-models-and-theories / 本文:http://pub.intelligentx.net/dealing-complexity-rough-guide-leadership-models-and-theories
CuratorFramework client, String latchPath) Parameters: client - the client latchPath - the path for this leadership String latchPath, String id) Parameters: client - the client latchPath - the path for this leadership participant ID 构建了LeaderLatch对象后,需要对象调用start方法启动,我们然后就可以通过使用 public boolean hasLeadership() Return true if leadership
override def isLeader() { synchronized { // could have lost leadership by now. if (! leaderLatch.hasLeadership) { return } logInfo("We have gained leadership") updateLeadershipStatus (true) } } override def notLeader() { synchronized { // could have gained leadership by now. if (leaderLatch.hasLeadership) { return } logInfo("We have lost leadership") updateLeadershipStatus
如果你拥有这两个能力的现象是—— 在团队或身边的人群中显现出的 Leadership。 Leadership 并不是当领导和经理,而是一种特征,这种特征有如下两个简单的表象: 帮人解问题。 Leadership 也有范围的,比如,身边的朋友,工作中的团队/部门,圈内,整个行业。Leadership 的范围越大,你的个人发展的选择性就越高。反之则越小。 那么,可能未来你也很难有这样的 Leadership 了。 去顶尖公司 去顶尖公司的一个目的就是让你的 Leadership 的范围的可能性扩大。 有很多机会和可能性的人,通常都是有 Leadership,喜欢冒险的人。 有 Leadership 喜欢冒险的人,通常都是学习能力强,思维活跃,喜欢折腾,懂得“投资”的人。
再然后,在LinkedIn company All hands上,CEO Jeff Reiner任命Fred为VP of Leadership and Organizational Development 不光把code写好,老中码农更需要提高leadership。 再者,如果其他人因为reorg离组,那么组里空出的发挥leadership的空间如果你好好利用,对你会变成一件大好事啊。