Jouleguard: Energy guarantees for approximate applications

H Hoffmann - Proceedings of the 25th Symposium on Operating …, 2015 - dl.acm.org
Energy consumption limits battery life in mobile devices and increases costs for servers and
data centers. Approximate computing addresses energy concerns by allowing applications …

Apparatus and method for optimizing quantifiable behavior in configurable devices and systems

H Hoffmann, J Lafferty, N Mishra - US Patent 11,009,836, 2021 - Google Patents
An apparatus and method are provided to perform constrained optimization of a constrained
property of an apparatus, which is complex due to having several components, and these …

Self-aware systems for the internet-of-things

M Möstl, J Schlatow, R Ernst, H Hoffmann… - Proceedings of the …, 2016 - dl.acm.org
The IoT will host a large number of co-existing cyber-physical applications. Continuous
change, application interference, environment dynamics and uncertainty lead to complex …

Cache-aware approximate computing for decision tree learning

O Kislal, MT Kandemir, J Kotra - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
The memory performance of data mining applications became crucial due to increasing
dataset sizes and multi-level cache hierarchies. Decision tree learning is one of the most …

Data access skipping for recursive partitioning methods

O Kislal, MT Kandemir - Computer Languages, Systems & Structures, 2018 - Elsevier
The memory performance of data mining applications became crucial due to increasing
dataset sizes and multi-level cache hierarchies. Recursive partitioning methods such as …

Forecasting service profitability

J Blomberg, N Boyette, A Chandra, S Oh… - 2014 IEEE …, 2014 - ieeexplore.ieee.org
This paper describes ways to connect ledger cost behavior of a service delivery project with
cost estimations derived at the time of contractual agreement. The purpose of this …

[图书][B] Hardware-Aware Computation Reorganization for Memory Intensive Applications

OM Kislal - 2018 - search.proquest.com
After hitting the power wall, the dramatic change in computer architecture from single core to
multicore/manycore brings us new challenges on high performance computing, especially …