rdma

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How Yahoo implements large-scale distributed deep learning on Hadoop Clusters

the latter is 10 times faster. It is used to connect GPU nodes in the cluster and provide support for direct access to GPU memory through RDMA. With the latest node Tag feature of YARN, you can specify whether the container runs on the CPU or GPU in the job. Create Caffe-on-Spark: This is a distributed integrated solution they created based on the open source software libraries Apache Spark and Caffe. With it, you can submit deep learning jobs to th

Windows Server 2016 network Services (eight)

Hyper-V Advanced FeaturesNIC TeamingSupports up to 32 network adapters defined as a single network interfacePrimary and Standby, loadSMB3.1.1 (Service message Block protocol)Windows 10 and Windows Server 2016AES and Gcm,sha 512Hyper-V data is saved to a shared folder above SMB3.0FunctionSMB Failover ClusterSMB Scale-out (CSV support)SMB Multi-ChannelSMB Direct: Requires the NIC to support RDMA functionalitySMB encryptionSMB Data Integrity CheckSMB-bas

Simply test Windows s2d (1) in a vsphere environment

performance optimization are implemented in a software-defined manner based on each storage space. SDS does demonstrate ease of deployment, ease of use, and ease of expansion, compared to traditional San usage and maintenance. to Windows Server 2016, this feature has changed a lot, first of all, from an architectural standpoint, enterprise users can still use MS Failover The cluster feature configures up to 16 servers into a single s2d cluster, each server no longer requires an external JBOD, b

Windows Server Software-defined-datacenter Features

network security Groups to apply rich policies within and across segments. Route or mirror traffic to third-party virtual appliances for even higher levels of security. Offer greater service availability with software-based Scale-out and scale-up resiliency for both theinfrastructure (host, Software load balancer, gateway, network Controller) and the workloads. Take control of your hybrid workloads, including running them in containers, and move them across servers, racks, and Clou DS utili

SR-IOV in Virtualization

There are many hardware acceleration technologies in the virtualization environment. These technical standards come from industry leaders or various organizations. But what will be enabled when the actual project is implemented? Which of the following features have significantly improved the performance? So what is the significance of the existence of these acceleration technologies? No matter which solution, if you want to enable some acceleration functions, hardware support is required, which

What is Intel's VT-D technology?

-D technology is a hardware-aided virtualization technology based on the North Bridge Chip, by providing built-in DMA virtualization and IRQ virtualization hardware in the North Bridge, the new I/O virtualization mode is realized, intel VT-D can greatly improve the reliability, flexibility, and performance of I/O in virtual environments. The traditional iommus (I/O memory management units, I/O Memory Management Unit) provides a centralized way to manage all the DMA resources-apart from the tradi

Crying for InfiniBand, InfiniBand

, that is, PCIE, is almost a replica of InfiniBand, and its main strength is still inside the chassis, of course, there can also be standard transfer media extended to the outside of the box. This completely makes InfiniBand a martyr. Just like Christ in Christianity.Later on, InfiniBand was learned by many new technologies, such as using TCP/IP for remote memory access (RDMA). Of course, its Protocol Stack is fixed on dedicated hardware. Nowadays, th

Configure Windows Server Storage Replica

must have at least one Ethernet/TCP connection for synchronous replication, but preferably RDMA. appropriate firewall and router rules to allow for ICMP, SMB (port 445, and 5445 for SMB passthrough) and Ws-man (Port 5985) bidirectional communication between all nodes. The network between servers has sufficient bandwidth to contain the IO write workload and the average round trip delay of 5 milliseconds (for synchronous replication). Asynchronous

Talking about SMB and SMB small case sharing in Windows server

Multichannel-Aggregate network bandwidth and fault tolerance if there are multiple paths between the client and the server SMB Direct-adds RDMA network support to achieve very high performance, low latency and low CPU utilization Encryption-provides end-to-end encryption to prevent eavesdropping on untrusted networks Catalog Leasing-Improve application response time for branch offices through caching Performance optimization-small

Glusterfs Distributed Storage (i)

scaling. The Glusterfs aggregates the physically distributed storage resources with TCP/IP or InfiniBand RDMA networks, using a single global namespace to manage the data. The Glusterfs is based on a stackable user space design that provides superior performance for a variety of data loads.Glusterfs supports standard clients running standard applications on any standard IP network, and users can access application data using standard protocols such a

A probe into the Nutanix hyper-fusion system

rdma roce 100GB Ethernet technology is developing, I believe that one day the network bottleneck will be broken. Under the premise of the current network bottleneck, in the nutanix This platform can not fully play the nvme SSD performance, This is also a problem with this system. Flash performance is not good, which means nutanix The future of such platforms may be more appropriate for applications that are not particularly sensitiv

Crying for InfiniBand

is not its end, at this time pci-express, that is, PCIe appeared, almost the infiniband of the replica, its main force point is still inside the chassis, of course, can also be extended to the outside of the box transmission media standards. This made InfiniBand a martyr. Just as Christ is to Christianity.Until now, InfiniBand's ideas have been absorbed by a number of new technologies, such as the use of TCP/IP for remote memory access, RDMA, and of

Crying for InfiniBand

is not its end, at this time pci-express, that is, PCIe appeared, almost the infiniband of the replica, its main force point is still inside the chassis, of course, can also be extended to the outside of the box transmission media standards. This made InfiniBand a martyr. Just as Christ is to Christianity.Until now, InfiniBand's ideas have been absorbed by a number of new technologies, such as the use of TCP/IP for remote memory access, RDMA, and of

External zookeeper-based Glusterfs as a fully distributed HBase cluster Installation guide for Distributed file systems

sufficient to modify the /etc/security/limits.conf file as: * Soft nproc 16384 * hard nproc 16384 * soft nofile 65536 * hard nofile 65536 ZooKeeper Install the zookeeper on hbase85,hbase86,hbase87 3 nodes first hbase85,hbase86,hbase87zookeeper! on the start /opt/app/zookeeper/bin/zkServer.sh start HBase also requires a running Distributed File system: H

Use IBMDB2pureScaleFeature and QReplication for scalability and business

following important benefits: • Almost unlimited capacity: DB2 pureScale Feature provides almost unlimited capacity by supporting on-demand addition and deletion of DB2 members. DB2 pureScale Feature can be expanded to 128 members and has a highly effective centralized management tool that supports a variety of different scaling features. DB2 pureScale Feature also utilizes a technology called Remote Direct Memory Access (RDMA), which provides a very

Setup Linux boot-up service via chkconfig-old boy Linux Ops learning Note 1

4:off 5:off 6:offKdump 0:off 1:off 2:off 3:off 4:on 5:on 6:offLvm2-monitor 0:off 1:on 2:off 3:off 4:off 5:off 6:offMdmonitor 0:off 1:off 2:off 3:off 4:off 5:off 6:offMessagebus 0:off 1:off 2:off 3:off 4:off 5:off 6:offNetconsole 0:off 1:off 2:off 3:off 4:off 5:off 6:offNetfs 0:off 1:off 2:off 3:off 4:off 5:off 6:offNetwork 0:off 1:off 2:off 3:off 4:off 5:off 6:offNFS 0:off 1:off 2:off 3:off 4:off 5:off 6:offNFS-RDMA 0:off 1:off 2:off 3:off 4:off 5:of

Linux Network Programming-socket (socket) Primer

about the local host. It is easier to use than getpeername (). it returns the name of the computer that is executing it. The name returned can be used by the gethostbyname () function,This allows you to obtain the IP address of the local host.The following is its declaration:#includeint GetHostName (char *hostname, size_t size);The parameters are described as follows:l hostname is a pointer to a character array, and when the function returns, the data inside it is theThe host name of the ground

Kubernetes using Glusterfs for storage persistence

GlusterFSGlusterfs is an open-source, scale-out file system. These examples provide information about how to allow containers to use glusterfs volumes.The example assumes that you have set up the Glusterfs server cluster and is ready to use the running Glusterfs volume in the container.PrerequisiteThe Kubernetes cluster has been built.Installation of the Glusterfs clusterEnvironment IntroductionOS System: Centos 7.xGlusterfs of two nodes: 192.168.22.21,192.168.22.22 Installing Glusterfs

Windows Server R2 hardening storage and networking features

original server and extract it from the target server after the transfer is complete. This means that the amount of migrated data that the line needs to host will be significantly reduced. The update also uses remote Direct memory access (RDMA) technology for the first time, which means that replicas of the virtual machine can be transferred directly from the original server's memory side to the target server's memory without the need for any server

Per brashers: Hardware modifications will have a significant impact on the software

errors and retry those that cannot be repaired, the system's IOPS will increase significantly second, the controller/network Controller and Network trends: stronger performance, smaller size, 12GBb may be the final state; SAS and PCIe will be the contenders in this field; PHY Add-ins will require more complex configurations; chip sales will be split; DMA/RDMA has matured , equipment-level cooperation will increase, the target of the organization wil

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