Microsoft Technology Licensing, LLC

Hans Christian Andersen

Anatoliy Panasyuk

Brian Meek

Venkata Somanadha Sarma Remany

Bart Kus

David A Nichols

Rahul Nigam

Moises Goldszmidt

Nidhi Verma

Peter Bodik

Ram Viswanathan

Pritvinath Obla

Irina Koulinitch

Rohan Khanna

Daniel Oh

The techniques disclosed herein enable systems to safely deploy a plurality of upgrade variants to different resource units that provide a service by utilizing small-scale deployment and validation. To deploy upgrade variants, a system receives a selection of upgrade variants from a feature group and automatically selects an appropriate set of resource units at which to deploy the upgrade variants. The system is further configured to collect and analyze telemetry data from the set of resource units to determine if any problems have occurred as a result of the deployed upgrade variants. By analyzing the telemetry data, the system can also identify one or more upgrade variants that are causing the problems. In response, the system can remove the identified variants and proceed with deployment of the remaining upgrade variants.

Dark deployment of infrastructure cloud service components for improved safety

Described is a technology by which an email filtering service or other gateway includes hybrid proxy and store-and-forward logic. A message is initially processed with proxy logic. If the proxy logic is unable to complete filtering/scanning of a message within a timeout period, the store-and-forward logic is invoked to complete filtering/scanning of the message. The store-and-forward logic also may be invoked if a delivery attempt made by the proxy logic fails or does not complete prior to a delivery timeout period. When such a condition is met, the store-and-forward logic accepts the message, including storing the message, sending a response that indicates the message was accepted, and closing the connection over which the message was received. The store-and-forward logic may complete any scanning if not completed by the proxy logic, and takes over delivery responsibilities.

Message gateway with hybrid proxy/store-and-forward logic

The present invention extends to methods, systems, and computer program products for adaptive electronic message scanning. Embodiments of the invention relate to dynamically (and potentially unpredictably) varying the depth/thoroughness of classifying electronic messages to protect against undesirable message content (e.g., SPAM, viruses, digital leakage, etc.). A minimum effectiveness is maintained and, when available resources permit, can be exceeded to provide increased protection. An optimal subset of available message classification rules can be selected on a per message basis. The selection of rules is based on available system resources, minimum desired effectiveness (e.g., defined in a Service Level Agreement ('SLA')), and rule characteristics. Feedback loops can be used to optimize selected classification rule subsets.

Adaptive electronic message scanning

The present invention extends to methods, systems, and computer program products for adaptively selecting electronic message scanning rules. Embodiments of the invention relate to dynamically (and potentially unpredictably) varying the depth/thoroughness of classifying electronic messages to protect against undesirable message content (e.g., SPAM, viruses, digital leakage, etc.). A minimum effectiveness is maintained and, when available resources permit, can be exceeded to provide increased protection. An optimal subset of available message classification rules can be selected on a per message basis. The selection of rules is based on available system resources, minimum desired effectiveness (e.g., defined in a Service Level Agreement ('SLA')), and rule characteristics. Feedback loops can be used to optimize selected classification rule subsets.

Adaptively selecting electronic message scanning rules

A URL monitoring system may use a user's browsing history to generate a score for the user. The score may be used to permit or deny access to a URL. The score may be used to represent the user's intent when browsing, and based on that intent, the user may be allowed access to a URL with conflicting classifications. The score may be also be used as a trustworthiness score so that a user who browses responsibly may have their score increased over time, and a user who browses irresponsibly or inappropriately may have their score decreased. The scores may be calculated and maintained on a user's client device, edge device, or other device within a network.

URL filtering based on user browser history

Architecture for providing communications resources of a network for client intercommunications. A client that desires to communicate makes a request to an arbitrary communications server node by the announcing of identifying information. The web service 'parks' the request until the identifying information is ready. A second client can ultimately interact with the first client by sending identifying information and following the same lookup path to find the location at which the first client request is 'parked'. A continuous hash is employed that enables a client to negotiate services of a resource and via which resource multiple clients can rendezvous for communications. The continuous hash minimizes the disruption to clients already accessing network resources. A resource is brought online or taken offline without dramatically impacting ongoing use of currently operational resources. In the event a hosting resource fails, the clients repeat the lookup process and re-converge on a new server.

Web service for coordinating actions of clients

The present invention extends to methods, systems, and computer program products for automatically generating and refining health models. Embodiments of the invention use machine learning tools to analyze historical telemetry data from a server deployment. The tools output fingerprints, for example, small groupings of specific metrics-plus-behavioral parameters, that uniquely identify and describe past problem events mined from the historical data. Embodiments automatically translate the fingerprints into health models that can be directly applied to monitoring the running system. Fully-automated feedback loops for identifying past problems and giving advance notice as those problems emerge in the future is facilitated without any operator intervention. In some embodiments, a single portion of expert knowledge, for example, Key Performance Indicator (KPI) data, initiates health model generation. Once initiated, the feedback loop can be fully automated to access further telemetry and refine health models based on the further telemetry.

Automated health model generation and refinement

Architecture that provides real-time opportunistic access to data that is relevant and/or related user activities. Ways are disclosed to use information of a single workspace to structure automatic searches into a number of data stores in order to opportunistically extract relevant information therefrom. An email client can use workspace content to train a filter for identifying new messages deemed relevant or related to the content and topics of the workspace, a system can be provided to use the content of a single web site as contextual data for providing auto-generated links to other sites within the corporate enterprise, a collaborative application can natively understand the content being shared and then look for specific terms in the content which can be employed for generating a search query and returning relevant and/or related data, and combinations thereof are provided for automatically generating and searching data stores for relevant and related information.

Collaborative workspace context information filtering

A software application can be shared by multiple users. A system clipboard of a first computing system is synchronized with a system clipboard of a second computing system when the user of the second computing system is in control of the shared software application. Information contained in the system clipboard of the first computing system is copied to a state buffer and associated with the user who copied the information. The information is returned to the system clipboard when the associated user regains control of the software application.

Clipboard for application sharing

A method, system, and architecture for providing a web conference system that efficiently provides a breakout room or multiple breakout rooms within a single web conference (also referred to herein interchangeably as a 'meeting' or 'virtual meeting') is provided. In some embodiments, the web conference system architecture provides a web conference system that allows for the creation of breakout rooms within a single web conference, where each breakout room provides a named view onto each feature subsystem of the web conference, with or without separate permission levels on each view. Each breakout room may also provide a named view of the contents of the web conference, with or without separate permission levels on each view.

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Seattle, WA, United States of America

Hans Christian Andersen