K – Survey of Instruction Set Architectures related to instruction-, data-, thread-, and requestlevel parallelism necessary for understanding Loop unrolling. ILP, Compiler techniques to increase ILP. Register Renaming, Pipeline Scheduling, Loop Unrolling. Conclusion. CPE 731, ILP. 3. Instruction Level Parallelism. 5 Optimizing Program Performance(Loop Unrolling and Enhancing Parallelism ) Michael.

Based on historical user information, collaborative filters predict for a given user the classification of unknown items, typically using a single criterion. However, a crowd typically rates tourism resources using multi-criteria, i.e., each user provides multiple ratings per item. In order to apply standard collaborative filtering, it is necessary to have a unique classification per user and i...

Method: Normal sample data for the teacher and parent rating scales were collected at several elementary schools in Ankara through 2 different studies. The teacher rating scale sample consisted of 1539 pupils rated by their teachers, and the parent scale sample consisted of 954 pupils rated by their parents. The clinical sample consisted of 270 children diagnosed with attention deficit hyperact...

We give an Integer Linear Programming (ILP) solution that fully integrates all steps of code generation, i.e. instruction selection, register allocation and instruction scheduling, on the basic block level for VLIW processors. In earlier work, we contributed a dynamic programming (DP) based method for optimal integrated code generation, implemented in our retargetable code generator OPTIMIST. I...

Pulmonary arterial hypertension (PAH) is characterized by pulmonary vascular remodeling leading to right ventricular (RV) hypertrophy and failure. Intralipid (ILP), a source of parenteral nutrition for patients, contains -linolenic acid and soy-derived phytoestrogens that are protective for lungs and heart. We, therefore, investigated the therapeutic potential of ILP in preventing and rescuing ...

This report presents a new architecture based on addding a vector pipeline to a superscalar microprocessor. The goal of this paper is to show that instruction-level parallelism (ILP) and data-level parallelism (DLP) can be merged in a single architecture to execute regular vectorizable code at a performance level that can not be achieved using only ILP techniques. We present an analysis of the ...

Inductive Logic Programming (ILP) provides an effective method of learning logical theories given a set of positive examples, a set of negative examples, a corpus of background knowledge, and specification of a search space (e.g., via mode definitions) from which to compose the theories. While specifying positive and negative examples is relatively straightforward, composing effective backgroun...

Haplotype inference is an important and computationally challenging problem in genetics. A well-known approach to haplotype inference is pure parsimony (HIPP). Despite being based on a simple optimization criterion, HIPP is a computationally hard problem. Recent work has shown that approaches based on Boolean satisfiability namely pseudo-Boolean optimization (PBO), are very effective at tacklin...

To our knowledge there is only one Integer Linear Program ming ILP formulation in the literature that fully integrates all steps of code generation i e instruction selection register allocation and in struction scheduling on the basic block level We give in this paper an improved version of this ILP formulation that also covers VLIW proces sors Moreover our ILP formulation does no longer requir...