JouleSort: A Balanced Energy-Efficiency Benchmark Suzanne Rivoire (Stanford), Mehul Shah (HP Labs), Partha Ranganathan (HP Labs), Christos Kozyrakis (Stanford)

Source URL: rivoire.cs.sonoma.edu

• Concurrent computing
• Computing
• Distributed computing
• Computers and the environment
• Electric power
• Energy conservation
• Performance per watt
• Cluster computing
• Parallel computing
• Benchmark
• Supercomputer
• Data center

Models and Metrics to Enable Energy-Efficiency Optimizations Suzanne Rivoire, Stanford University Mehul A. Shah and Parthasarathy Ranganathan, Hewlett-Packard Laboratories Christos Kozyrakis, Stanford University

Source URL: rivoire.cs.sonoma.edu

• Computing
• Computer architecture
• Concurrent computing
• Central processing unit
• Parallel computing
• Computer performance
• Computers and the environment
• Microprocessors
• Performance per watt
• Benchmark
• SPECint
• Standard Performance Evaluation Corporation

Scaling Neural Network Acceleration using Coarse-Grained Parallelism Mingyu Gao, Xuan Yang, Jing Pu, Mark Horowitz, Christos Kozyrakis Stanford University

Source URL: platformlab.stanford.edu

• Software engineering
• Computer programming
• Computing
• Programming language comparisons
• Parallel computing
• Computational neuroscience
• Artificial neural networks
• Map
• Foreach loop
• Long short-term memory
• Automatic parallelization

Vector Lane Threading Suzanne Rivoire, Rebecca Schultz, Tomofumi Okuda†, Christos Kozyrakis Electrical Engineering Department Stanford University {rivoire,rschultz,tokuda,kozyraki}@stanford.edu 8

Source URL: rivoire.cs.sonoma.edu

• Computer architecture
• Concurrent computing
• Computing
• Parallel computing
• Central processing unit
• Flynn's taxonomy
• Microprocessors
• Superscalar processor
• SIMD
• Vector processor
• Scalar processor
• Automatic vectorization

Characterization of TCC on Chip-Multiprocessors Austen McDonald, JaeWoong Chung, Hassan Chafi, Chi Cao Minh, Brian D. Carlstrom Lance Hammond, Christos Kozyrakis, Kunle Olukotun Computer Systems Laboratory Stanford Unive

Source URL: www.austenmcdonald.com

• Computing
• Concurrent computing
• Cache coherency
• Computer architecture
• Transaction processing
• Cache
• Parallel computing
• Concurrency control
• CPU cache
• MESI protocol
• Cache coherence
• Victim cache

Pocket: Ephemeral Storage for Serverless Analytics Ana Klimovic, Yawen Wang, Christos Kozyrakis, Patrick Stuedi, Animesh Trivedi, Jonas Pfefferle Stanford University & IBM Research

Source URL: platformlab.stanford.edu

• Computing
• Computer memory
• Computer architecture
• Cloud computing
• Serverless computing
• Non-volatile memory
• Dynamic random-access memory
• Computer data storage
• AWS Lambda
• Random-access memory
• Ferroelectric RAM

Full-System Power Analysis and Modeling for Server Environments Dimitris Economou, Suzanne Rivoire, Christos Kozyrakis Partha Ranganathan

Source URL: rivoire.cs.sonoma.edu

• Computing
• Concurrent computing
• Computer architecture
• Server hardware
• Cluster computing
• Computers and the environment
• Blade server
• Server
• Power management
• Data center
• Itanium
• Embedded system

Heracles: Improving Resource Efficiency at Scale David Lo† , Liqun Cheng‡ , Rama Govindaraju‡ , Parthasarathy Ranganathan‡ and Christos Kozyrakis† Stanford University† Google, Inc.‡ Abstract User-facing, la

Source URL: csl.stanford.edu

Software or Hardware: The Future of Green Enterprise Computing Maria Kazandjieva∗ , Brandon Heller∗ , Omprakash Gnawali∗ , Wanja Hofer† , Philip Levis∗ , Christos Kozyrakis∗ ∗ Stanford

Source URL: hci.stanford.edu

Advancing Computer Systems without Technology Progress ISAT Outbrief, April 17-18, of DARPA/ISAT Workshop, March 26-27, 2012 Organized by: Mark Hill & Christos Kozyrakis

Source URL: csl.stanford.edu

• Computer
• DARPA
• Economy
• Structure