Various techniques are available in WSNs, which can be classified based on the architecture, model, performance of the network, and the purpose of grouping the nodes to get desirable numbers and attributes. Ther
Each of multiple server computer systems may include one or more microservers, a network interface, and a network switch, coupled to the one or more microservers and the network interface, the network switch configured to switchably connect any of the microservers to a network via the network...
Director of Sales Jim Paugh talks about one of our company’s main values, which remains as true today as it was when Advanced Clustering Technologies was founded in 2001: “We offer a wider variety of solutions because are not beholden to one platform or one architecture.” ...
Clustering has thus been utilized as one of the data exploration approaches to gain a general understanding of the data's architecture. \(K\)-means is the most used unsupervised algorithm. Data points in each group resemble each other much more than those in other clusters. The method does ...
in particular, provides a natural way of avoiding the need to increase the resolution parameter by several orders of magnitude to break a few remaining small communities, necessitating the introduction of ad-hoc limits to the resolution range with standard sampling approaches. Second, we propose a ...
Cluster service is based on ashared-nothingmodel of cluster architecture. This model refers to how servers in a cluster manage and use local and common cluster devices and resources. In the shared-nothing cluster, each server owns and manages its local devices. Devices common to the cluster, ...
DKM-based compression keeps the original loss function and model architecture fixed. We evaluated DKM-based compression on various DNN models for computer vision and natural language processing (NLP) tasks. Our results demonstrate that DKM delivers superior compression and accuracy trade-off on ImageNet...
The zombies in the botnet are used to directly attack the ultimate target and create denial of service. Zombies also collect information from the victim and pass it back to the handlers for upward communication to C&C and the attacker. Due to this distributed architecture of botnet which ...
Therefore, the network and storage architecture of geographically dispersed clusters must meet the following requirements: The private and public network connections must be in the same subnet (non-routed LAN). To implement this, use VLANs to ensure that all cluster nodes are on the same IP ...
Part of the book series:Lecture Notes in Computer Science((LNCS,volume 4096)) Included in the following conference series: International Conference on Embedded and Ubiquitous Computing 836Accesses Abstract In this paper, we propose a hierarchical architecture for grouping peers into clusters in a large...