Abstract: Provided are a cleaning agent and a preparation method and the use thereof. The cleaning agent is prepared from the following raw materials comprising the following mass fraction of components: 0.5%-20% of an oxidant containing iodine, 0.5%-20% of an etchant containing boron, 1%-50% of a pyrrolidinone solvent, 1%-20% of a corrosion inhibitor, 0.01%-5% of a metal ion-free surfactant, and water, with the sum of the mass fraction of each component being 100%, the pH of the cleaning agent is 7.5-13.5, and the corrosion inhibitor is one or more of a benzotriazole corrosion inhibitor, a hydrazone corrosion inhibitor, a carbazone corrosion inhibitor and a thiocarbohydrazone corrosion inhibitor. The cleaning agent can efficiently remove nitrides from hard mask residues with little effects on metals and low-K dielectric materials, and has a good selectivity.

Abstract: Example methods and computer systems are provided for east-west service insertion in a public cloud environment. An example method may comprise detecting an egress packet that is destined for a second endpoint located in the same virtual network as a first endpoint. The method may also comprise: in response to determination that service insertion is required, identifying a service path based on a service insertion rule; generating an encapsulated packet by encapsulating the egress packet with an outer header that is addressed from the first endpoint to a network device; and sending the encapsulated packet to cause the network device to send the egress packet towards the service path, thereby steering the egress packet towards the service path for processing.

Abstract: The present disclosure generally relates to deploying a proxy control plane and/or north-south data plane in a control virtual private cloud of a logical network implemented on a software-defined datacenter. The control virtual private cloud is shared by a plurality of compute virtual private clouds of the network. In some embodiments, a proxy control plane is deployed on the control virtual private cloud and disseminates policies directly to endpoints of the logical network. In some embodiments, a north-south data plane is deployed on the control virtual private cloud and directly manages north-south network traffic from endpoints of the logical network. In some embodiments, a proxy control plane and a north-south network data plane are deployed on the control virtual private cloud.

Abstract: This disclosure describes a transportation matching system that utilizes one or more balancer models to generate an electronic communication distribution strategy based on relative impacts of provider-specific and requester-specific levers over a target time horizon. The disclosed systems utilize the balancer models to generate predictive functions for providers and requesters to determine lever content to distribute (e.g., within electronic communications) to providers and/or requesters to efficiently and/or effectively produce acquisition and/or engagement for a target time horizon. Based on the predictive functions, the disclosed systems generate an electronic communication distribution strategy to provide (or cause to be provided) electronic communications to providers and requesters to efficiently and effectively increase or decrease acquisition and/or engagement.

Abstract: Some embodiments provide a method for a network controller. The method configures a first data compute node (DCN), operating within a public first datacenter that includes forwarding elements to which the network controller does not have access, to operate as a gateway forwarding element between (i) other DCNs in the first datacenter on which forwarding elements are configured by the network controller and (ii) forwarding elements in a second datacenter. The method configures the forwarding elements executing on the other DCNs in the public datacenter to implement a logical switch to which the other DCNs attach. The method configures the forwarding elements in the second datacenter to implement the logical switch. DCNs in the second datacenter also attach to the same logical switch.

Abstract: Some embodiments provide a method for a public cloud manager that interacts with a management system of a public datacenter. The method receives a notification from a network controller that a second data compute node is compromised. The second data compute node operates on a host machine in the public datacenter and executes a forwarding element managed by network controller. The method interacts with application programming interfaces (APIs) of the public datacenter to quarantine the data compute node.

Abstract: The present disclosure provides a video recommendation method and a video recommendation apparatus, a computer device and a storage medium. The video recommendation method includes: acquiring a target short video; identifying, from candidate long videos, a target long video that the target short video is from based on a video fingerprint feature of the target short video and video fingerprint features of the candidate long videos; and recommending the target long video.

Abstract: A method of diagnosing a software-defined network is provided. The method determines an observed plurality of network control events from a set of network control event messages. Each network control event message includes a unique identifier and is used for configuring a network configuration entity on a network component. The method, from a description of an expected configuration of the network, determines an expected plurality of network control events. The method backtraces the observed control events from the current configuration of the network to determine whether the expected network control events have occurred. The method identifies a network component as the source of fault when the network component receives an input set of network control events that matches a set of expected network events but does not produce a set of output network control events that match a set of network control events.

Abstract: Apparatus and methods for detecting features indicative of diabetic retinopathy in retinal images are disclosed. Image data of a retinal image is processed using a first convolutional neural network, to classify the retinal image as a normal image or a disease image, a feature of interest is selected from an image classified as a disease image, and image data of the selected feature is processed using a second convolutional neural network, to determine whether the selected feature is a feature indicative of diabetic retinopathy.

Abstract: An example method for automating a quality assessment of digital fundus image can include: obtaining a digital fundus image file; analyzing a first quality of the digital fundus image file using a model to estimate an optimal time to capture a fundus image; and analyzing a second quality of the digital fundus image file using the model to estimate a disease state.

Abstract: The present disclosure relates to methods of producing a preparation of CD140a/PDGFR? positive cells from pluripotent cells, where the preparation comprises oligodendrocyte progenitor cells co-expressing OLIG2 and CD140a/PDGFR?. The cell preparation has an in vivo myelination efficiency that is equal to or greater than the in vivo myelination efficiency of a preparation of A2B5+/PSA-NCAM? sorted fetal human tissue derived oligodendrocyte progenitor cells. Methods of enriching and therapeutic uses of the disclosed cell preparation are also described.

Abstract: Some embodiments provide a centralized overlay-network cloud gateway and a set of centralized services in a transit virtual cloud network (VCN) connected to multiple other compute VCNs hosting compute nodes (VMs, containers, etc.) that are part of (belong to) the overlay network. The centralized overlay-network cloud gateway provides connectivity between compute nodes of the overlay network (e.g., a logical network spanning multiple VCNs) and compute nodes in external networks. Some embodiments use the centralized overlay-network cloud gateway to provide transitive routing (e.g., routing through a transit VCN) in the absence of direct peering between source and destination VCNs. The overlay network, of some embodiments, uses the same subnetting and default gateway address for each compute node as the cloud provider network provided by the virtual private cloud provider.

Abstract: Some embodiments provide a centralized overlay-network cloud gateway and a set of centralized services in a transit virtual private cloud (VPC) connected to multiple other compute VPCs hosting compute nodes (VMs, containers, etc.) that are part of (belong to) the overlay network. The centralized overlay-network cloud gateway provides connectivity between compute nodes of the overlay network (e.g., a logical network spanning multiple VPCs) and compute nodes in external networks. Some embodiments use the centralized overlay-network cloud gateway to provide transitive routing (e.g., routing through a transit VPC) in the absence of direct peering between source and destination VPCs. The overlay network, of some embodiments, uses the same subnetting and default gateway address for each compute node as the cloud provider network provided by the virtual private cloud provider.

Abstract: The present disclosure relates to a preparation of CD140a/PDGFR? positive cells that comprises oligodendrocyte progenitor cells co-expressing OLIG2 and CD140a/PDGFR?. The preparation of cells is derived from pluripotent cells that were derived from skin cells, fibroblasts, umbilical cord blood, peripheral blood, bone marrow, or other somatic cells. The cell preparation has an in vivo myelination efficiency that is equal to or greater than the in vivo myelination efficiency of a preparation of A2B5+/PSA-NCAM? sorted fetal human tissue derived oligodendrocyte progenitor cells. Methods of making, isolating and using the disclosed cell preparation are also described.

Abstract: The present disclosure relates to a preparation of CD140a/PDGFR? positive cells that comprises oligodendrocyte progenitor cells co-expressing OLIG2 and CD140a/PDGFR?. The preparation of cells is derived from pluripotent cells that were derived from skin cells, fibroblasts, umbilical cord blood, peripheral blood, bone marrow, or other somatic cells. The cell preparation has an in vivo myelination efficiency that is equal to or greater than the in vivo myelination efficiency of a preparation of A2B5+/PSA-NCAM? sorted fetal human tissue derived oligodendrocyte progenitor cells. Methods of making, isolating and using the disclosed cell preparation are also described.

Abstract: Some embodiments provide a method for a managed forwarding element (MFE) executing on a data compute node (DCN) that operates on a host computer in a public datacenter. The MFE implements a logical network that connects multiple DCNs within the public datacenter. The method receives a packet, directed to the DCN, that (i) has a first logical network source address and (ii) is encapsulated with a second source address associated with an underlying public datacenter network. The method determines whether the first logical network source address is a valid source address for the packet based on a mapping table that maps logical network addresses to underlying public datacenter network addresses. When the first source address is not a valid source address for the packet, the method drops the packet.

Abstract: Disclosed are a leveling agent, a metal plating composition containing same, and a preparation method therefor and the use thereof. The raw materials of the metal electroplating composition comprise a metal plating solution and a leveling agent; the metal plating solution comprises a copper salt, an acidic electrolyte, a source of halide ions and water; and the leveling agent is a compound of formula I. The metal plating composition can be used in the processes of printed circuit board electroplating and integrated circuit copper interconnection electroplating, can achieve the effects of no voids or defects, low purity in the plating layer, good plating homogeneity, a dense structure and small surface roughness, and has better industrial application value.

Abstract: Some embodiments provide a method and system for configuring a plurality of managed forwarding elements (MFEs) in a plurality of cloud-provider virtual networks (CPVNs) to make routing decisions that efficiently use a peered transit CPVN and peering with other CPVNs in the plurality of CPVNs. In some embodiments, a controller set receives an identification of peering relationships between CPVNs in the plurality of CPVNs and generates configuration data for configuring each MFE. The configuration data is used to configure the MFE to forward data messages received at the MFE using a peering between a source CPVN and a destination CPVN when possible and to forward data messages received at the MFE to a transit gateway device in a transit CPVN when it is not possible to use a peering between the source and destination CPVNs.

Abstract: Some embodiments provide a method for a network controller that manages a logical network implemented in a datacenter comprising forwarding elements to which the network controller does not have access. The method identifies a data compute node (DCN), that operates on a host machine in the datacenter, to attach to the logical network. The DCN has a network interface with a first network address provided by a management system of the datacenter, and executes (i) a workload application and (ii) a managed forwarding element (MFE). The method distributes configuration data for configuring the MFE to receive data packets sent from the workload application on the DCN and perform network security and forwarding processing on the data packets. The data packets sent by the workload application have a second network address as a source address when received by the MFE and are encapsulated by the MFE using the first network address.

Abstract: The present disclosure relates to a preparation of CD140a/PDGFR? positive cells that comprises oligodendrocyte progenitor cells co-expressing OLIG2 and CD140a/PDGFR?. The preparation of cells is derived from pluripotent cells that were derived from skin cells, fibroblasts, umbilical cord blood, peripheral blood, bone marrow, or other somatic cells. The cell preparation has an in vivo myelination efficiency that is equal to or greater than the in vivo myelination efficiency of a preparation of A2B5+/PSA-NCAM?sorted fetal human tissue derived oligodendrocyte progenitor cells. Methods of making, isolating and using the disclosed cell preparation are also described.