International Business Machines Corporation

Scott Boag

Vatche Isahagian

Vinod Muthusamy

Jayaram Kallapalayam Radhakrishnan

Frank J Budinsky

Benjamin W Herta

Ilene Ruth Seelemann

Atin Sood

John Raithel Hind

Ajamu Akinwunmi Wesley

Brad Byer Topol

Naoto Sato

Yara Rizk

Yasaman Khazaeni

Moshe M E Matsa

Kristoffer H Rose

Falk Pollok

Lionel A S Villard

Chris Markes

Christopher F R Markes

A conversational interface generation method, system, and computer program product that includes determining a conversational artifact for a computer program from a specification of the computer program and generating a conversational interface for the computer program based on the conversational artifact for the computer program included in the specification.

Auto generation of conversational artifacts from specifications

A lifecycle management method, system, and computer program product include coordinating hardware, platform and application-level health checks for framework-independent and application-specific monitoring, failure detection, and recovery, coordinating the hardware, the platform, and the application-level health check by state-specific aggregation of distributed atomic status events, and creating a recovery policy based on the state-specific aggregation of the distributed atomic status events.

Scalable multi-framework multi-tenant lifecycle management of deep learning applications

A lifecycle management method, system, and computer program product include establishing a public key infrastructure (PKI) for end-to-end encryption of control plane and data plane communications by providing encryption between arbitrary components for applicant execution where an interaction pattern is isolated, secure, and a multi-tenant environment.

Aspects of the present invention provide a solution for compiling data. In an embodiment, an input query is received in a first language. The input query is translated to a nested relational algebra (NRA) in the form of a first intermediate representation (IR), wherein the first IR comprises a high-level functional language including algebraic operators. A set of algorithms of the algebraic operators is implemented to compile at least some of the first IR into a second IR, wherein the second IR comprises a data-flow language. At least one of the first IR and the second IR is compiled into a low-level code.

Compiling nested relational algebras with multiple intermediate representations

Embodiments of the present invention provide a method, system and computer program product for expression evaluation of content instances of multiple different data models. In an embodiment of the invention, a method for expression evaluation of content instances over multiple different data models comprises loading a schema for a content instance in memory of a computer and evaluating an expression against the content instance. In response to a failure during the evaluation of the expression against the content instance to resolve a reference to an element specified by the expression, an alias reference for the element can be identified in the schema and the evaluation can be completed using the alias reference in lieu of the specified reference.

Expression evaluation over multiple data models

A method, system, and computer-readable code for dynamically determining the most appropriate location for applying style sheets. The style sheets may be applied on a server (and/or Web proxy), or on a client, or when multiple style sheets are to be applied, some may be applied at the server while others are applied at the client. Application at the client depends on the capabilities of the client device. If the client device cannot apply style sheets, then they are applied at the server, and the resulting document is sent to the client; otherwise, the document may be sent to the client, where the client will perform the application process. Optionally, the document may be trimmed before it is sent to the client, using a style sheet preprocessing technique. General-purpose style sheets may be leveraged advantageously where a device-specific style sheet is not available, increasing the applicability of such style sheets. The style sheets may be encoded in Extensible Stylesheet Language (XSL), Document Style Semantics and Specification Language (DSSSL), or any other style sheet language having equivalent semantics.

Dynamically determining the most appropriate location for style sheet application

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Woburn, MA, United States of America

Scott Boag