International Business Machines Corporation

Peter Francis Sweeney

Nicholas Matthew Mitchell

Michael James Hind

Frank Tip

Patrick Joseph O'Sullivan

Hitham Ahmed Assem Aly Salama

Erik Richter Altman

Andres Omar Portillo Dominguez

Evelyn Duesterwald

Xiaowei Shen

Stephen Fink

Matthew R Arnold

David Paul Grove

Joseph Gil

Robert William Wisniewski

David Francis Bacon

Gheorghe Calin Cascaval

Yefim Shuf

Xiao Zhong

Qiming Teng

Johannes Christiaan Laffra

Haichuan Wang

Peter Kenneth Malkin

Mark N Wegman

Michael George Burke

Harini Srinivasan

David Ohsie

Theodore Cheuk-Tak Law

Igor Pechtchanski

John Whaley

Eric Gandt

Evan Frenn

Pankaj Batra

Sankar Veeramoni

Various approaches for allocating resources to multiple virtual machines include identifying multiple reserved instances, each specifying a quantity of one or more computational resources compatible with the feasible resource template for the VMs; computationally generating, for each of the VMs, an instance-ranking list indicating a ranking order of the reserved instances having templates feasible for the VM; computationally generating, for each of the reserved instances, a VM-ranking list indicating a ranking order of the VMs to which the resources specified by the reserved instance may be allocated; and based at least in part on the instance-ranking list and the VM-ranking list, computationally mapping each of the VMs to one of the reserved instances.

Systems and methods for managing resources in resource-consuming computational systems and processes

A non-transitory, computer readable, storage medium storing a program of instructions executable by a machine to perform a method of gauging a benefit of a tuning action, the method includes acquiring a set of time series data sampled from an environment of an application, using a processor.

Tuning resources based on queuing network model

Dynamically identifying performance anti-patterns in a software system is based on a set of documented symptoms that are evaluated in real-time. The evaluation is based on the observed system behavior and its comparison against the documented symptoms of different types of performance issues.

Dynamically identifying performance anti-patterns

An improvement to the process for identifying software problems in performance testing is achieved by dynamically adjusting workloads in real-time to stress the functionality of an application suspected of causing a software problem.

Dynamically adapting a test workload to accelerate the identification of performance issues

A method for dynamically and adaptively monitoring a system based on its running behavior adjusts monitoring levels of the monitored application in real-time. A rules-based mechanism dynamically adjusts monitoring levels in real-time, based on the system's performance observed during a workload run, whether in a production or test environment.

Rule-based adaptive monitoring of application performance

A computer program product for automatically gauging a benefit of a tuning action. The computer program product including a computer readable storage medium having computer readable program code embodied therewith. The computer readable program code including computer readable program code configured to collect a plurality of observations of a running state of a plurality of threads in a computer system. Computer readable program code configured to identify a plurality of resources of the computer system and a capacity of each resource of the plurality of resources. Computer readable program code configured to map an observation of the running state of each thread of the plurality of threads to a resource that the observation of each thread uses, respectively, and computer readable program code configured to apply the tuning action to a first resource of the plurality of resources to determine an impact on the performance of the computer system.

Finding resource bottlenecks with low-frequency sampled data

A method for automatically gauging a benefit of a tuning action. The method including collecting a plurality of observations of a running state of a plurality of threads in a computer system, as executed by a processing in a computer system. Identifying a plurality of resources the computer system and a capacity of each resource of the plurality of resources. Mapping an observation of the running state of each thread of the plurality of threads to a resource that the observation of each thread uses, respectively. Applying the tuning action to a first resource of the plurality of resources to determine an impact on the performance of the computer system.

A method for identifying a consumer-producer pattern in a multi-threaded application includes obtaining synchronization event data of the multi-threaded application, and identifying the consumer-producer communication pattern from the synchronization event data.

Locating bottleneck threads in multi-thread applications

A computer-implemented method for memory access monitoring, implemented by a managed runtime environment computer system including a controller that monitors application behavior and determines actions to be taken to change a behavior of an application, and a runtime, dynamic compiler that analyzes the application and generates code sequences to access a memory access monitoring (MAM) mechanism, includes determining monitor information of a plurality of fields of a memory block to drive an optimization of the application.

Memory access monitoring

There is provided an autonomic software system and method for normalizing a profile collected for an executing application to account for one or more actions applied to the executing application after the profile was collected, comprising: predicting an impact of applying the one or more actions to the executing application by utilizing the profile and the one or more actions; and adjusting the profile to form a normalized profile according to the predicted impact. A plurality of different a profile consumers, such as, a phase shift detector, an action evaluator as well as a normalizing controller, may utilize the normalized profile to improve the behavior of the executing application. In addition, online visualization tools may be implemented to graphically depict the normalized profiles, as well as differences between the collected profiles and the normalized profiles.

Profile normalization in an autonomic software system

A requesting critical wait time of a given resource may be determined. The requesting critical wait time is the time spent by the one or more resources waiting for the given resource, wherein at least one of the resources waiting for the given resource can proceed if access to the given resource is granted. A requested by critical wait time for a resource is determined, the requested by critical wait time being time spent by the resource for waiting solely for the given resource, wherein if the resource were granted access to the given resource, the resource can proceed without further waiting.

Method to compute wait time

Systems and methods for cache replacement monitoring (CRM) are provided. The system includes a monitored cache comprising a monitored cache line set, the monitored cache line set comprising at least one cache line capable of holding data of a monitored address; and a CRM mechanism operatively associated with the monitored cache. The CRM mechanism collects CRM information for the monitored address. The method includes the steps of collecting CRM information for a monitored address in a monitored cache; and recording the CRM information for the monitored address, when at least one of (1) the monitored address is cached in the monitored cache, (2) the monitored address is replaced in the monitored cache, (3) any cache line in a cache line set corresponding to the monitored address is cached in the monitored cache, and (4) any cache line in a cache line set corresponding to the monitored address is replaced in the monitored cache.

Cache line replacement monitoring and profiling

A method for vertical integrated performance and environment monitoring includes steps, or acts, of: defining one or more events to provide a unified specification; registering one or more events to be detected; detecting an occurrence of at least one of the registered event or events; generating a monitoring entry each time one of the registered events is detected; and entering each of the monitoring entries generated into a single logical entity.

Growing community of inventors

Spring Valley, NY, United States of America

Peter Francis Sweeney