Abstract: Execution of an instruction includes obtaining software objects and loading instructions into a memory and storing the workload type attribute for each software object. The execution includes operations that during runtime, deploy a first hardware instruction to trigger a firmware process to sample, at each interval of timed pre-configured intervals, instructions from the sets of instructions of the one or more software objects being executed during the interval by one or more processors of the computing system. The operations include deploying a second hardware instruction to obtain and store samples from the firmware process in the memory. The operations include generating, based on analyzing the stored samples, execution parameters associated with each sample. The operations include determining accesses to the software libraries in the computing system, by workload type attribute. The operations automatically implement an action related to at least one software object in the computing system.

Abstract: Embodiments include techniques for detection of data offloading through instrumentation analysis, where the techniques include monitoring, via a processor, an execution of a job, and analyzing processes associated with the job to determine a pattern. The techniques also include determining whether the pattern of the job is associated with a pattern for a workload type, and classifying the job based at least in part on the determination.

Abstract: Identifying computer program execution characteristics for determine relevance of pattern instruction executions to determine characteristics of a computer program. Filters are utilized to determine which subsequent occurrences of execution of at least one computer instruction are relevant to a counter based on execution characteristics of the at least one computer instruction where the counter counts the subsequent occurrences of execution of at least one computer instruction following prior executions of the same at least one computer instruction.

Abstract: Identifying computer program execution characteristics for determine relevance of pattern instruction executions to determine characteristics of a computer program. Filters are utilized to determine which subsequent occurrences of execution of at least one computer instruction are relevant to a counter based on execution characteristics of the at least one computer instruction where the counter counts the subsequent occurrences of execution of at least one computer instruction following prior executions of the same at least one computer instruction.

Abstract: Embodiments include techniques for detection of data offloading through instrumentation analysis, where the techniques include monitoring, via a processor, an execution of a job, and analyzing processes associated with the job to determine a pattern. The techniques also include determining whether the pattern of the job is associated with a pattern for a workload type, and classifying the job based at least in part on the determination.

Abstract: A mutability mechanism is provided for parsing an object at loading time. The mutability mechanism inserts a property into the object that indicates whether or not the object is immutable. The mutability mechanism looks at the code for the object and determines whether any other objects can modify the object. If the object cannot be modified after it is created, then the new property is set to indicate that the object is immutable; otherwise, the property is set to indicate that the object is mutable. This property can be inspected at runtime when a call is made to a program object. If an object passed as an argument is marked mutable, a clone of this object must be passed to the callee. However, if an object passed as an argument is marked immutable, a simple reference to the object may be passed as an argument to the callee.

Abstract: A programmable prefetch mechanism is presented for prefetching instructions for a processor executing a program, and in particular a non-procedural program such as object-oriented code. The prefetch mechanism includes prefetching instructions from memory which are sequential instructions from where the processor is currently executing in a sequence of instructions of the program, and when the prefetching encounters a new update prefetch stream (UPS) instruction, the prefetching includes executing the UPS instruction and subsequent thereto, branching to a new memory address for prefetching of at least one non-sequential instruction from memory for execution by the processor. The UPS instruction can be inserted into the program at compile time and when executed causes the loading of a prefetch buffer in the prefetch mechanism which in one embodiment includes a set associative array of x,y address pairs.

Abstract: A mutability mechanism is provided for parsing an object at loading time. The mutability mechanism inserts a property into the object that indicates whether or not the object is immutable. The mutability mechanism looks at the code for the object and determines whether any other objects can modify the object. If the object cannot be modified after it is created, then the new property is set to indicate that the object is immutable; otherwise, the property is set to indicate that the object is mutable. This property can be inspected at runtime when a call is made to a program object. If an object passed as an argument is marked mutable, a clone of this object must be passed to the callee. However, if an object passed as an argument is marked immutable, a simple reference to the object may be passed as an argument to the callee.