(57) ABSTRACT A streams manager monitors performance of a streaming application, and
when the performance needs to be improved, the streams manager automatically requests …

Techniques are provided for dynamically self-balancing communication and computation. In
an embodiment, each partition of application data is stored on a respective com puter of a …

A method for traversing a node tree, having a root node and a hierarchy of child nodes, to a
selected child node is described. A node identifier of the root node is determined by …

A streams manager monitors performance of a streaming application, and when the
performance needs to be improved, the streams manager automatically requests virtual …

A method, system and computer program product for load balancing of graph processing
workloads. Synthetic proxy graphs are generated to characterize machines' graph …

The invention is generally directed to systems and methods of automatically tuning big data
workloads across various cloud platforms, the system being in communication with a cloud …

Techniques herein decouple available results, from graph analysis execution, to adapt to
various deployment configurations. In an embodiment, a graph engine is deployed that has …

Techniques herein provide job control and synchronization of distributed graph-processing
jobs. In an embodiment, a computer system maintains an input queue of graph processing …

(57) ABSTRACT A streams manager monitors performance of a streaming application, and
when the performance needs to be improved, the streams manager automatically requests …

In an embodiment, a computer of a cluster of computers receives graph logic that specifies a
sequence of invocations, including a current invocation and a next invocation, of parallelism …