Keynotes & Beachnotes

Every year, from 2004, the SAMOS conference has included in the program keynotes and beachnotes given by world top-class scientists from both Academia and Industry. A list of the speakers for the past editions of the conference (2004-2024) and a list of the current speakers for SAMOS 2025 can be found in the following.

2025

Keynote – June 30, 2025

Scalable Parallel Systems

Alex Ramirez,
Google, UK

Keynote – July 1, 2025

Celebrating 25 Years of Samos

John Glossner,
Rivier University, USA

Keynote – July 2, 2025

Solving the Sustainability Problem, What must come first? …What must come 2nd, and …3rd.

Yale Patt,
University of Texas – Austin, United States

2024

Keynote – July 1, 2024

EMBEDDED SYSTEM DESIGN: BUILDING ON SOLID BASES

Alberto Sangiovanni-Vincentelli
UC Berkeley, US

Keynote – July 3, 2024

LAZINESS, FOR LACK OF A BETTER WORD, IS GOOD! (OH, AND HOW ITS TRAITS CAN MOTIVATE US TO DELIVER EFFICIENT EDGE COMPUTER VISION!)

Theocharis Theocharides,
University of Cyprus, Cyprus

2023

Keynote – July 3, 2023

CAPITALIZING ON A DECADE OF MACHINE LEARNING ACCELERATORS: SW/HW ASSISTS FOR TRAINING AND INFERENCE

Andreas Moshovos,
University of Toronto, CA

Keynote – July 4, 2023

RECONFIGURABLE TECHNOLOGIES IN HPC AND DATA-CENTERS: CHALLENGES AND OPPORTUNITIES

Dionisios N. Pnevmatikatos
NTUA, GR

Keynote – July 5, 2023

SECURITY CHALLENGES AND OPPORTUNITIES IN EMERGING DEVICE TECHNOLOGIES

Nele Mentens
University of Leiden, NL

2022

Keynote – July 4, 2022

FUTURE MICROPROCESSORS: PLENTY OF ROOM AT THE TOP AND STILL PLENTY OF ROOM AT THE BOTTOM

Yale Patt,
University of Texas – Austin, United States

 ✗ ABSTRACT
 ✗ SLIDES
 ✗ VIDEO

Keynote – July 5, 2022

EXTREME-SCALE VIRTUAL SCREENING FOR DRUG DISCOVERY TARGETING URGENT COMPUTING

Cristina Silvano
Politecnico di Milano, ITA

Keynote – July 6, 2022

DESIGN OF SECURE POWER MONITORS FOR HARDWARE ACCELERATORS

William Fornaciari
Politecnico di Milano, ITA

2021

Keynote – July 6, 2021

SPECTRES, MELTDOWNS, ZOMBIES, ORCS: CAN FORMAL METHODS BANISH THE GHOSTS THAT HAUNT YOUR HARDWARE?

Wolfgang Kunz,
Technische Universitat Kaiserslautern, Germany

 ✓ ABSTRACT
 ✗ 
SLIDES
 ✗ VIDEO

2020

Due to the Covid-19 Pandemic, the keynotes originally scheduled for Samos 2020 did not take place. The keynotes originally planned for July 2020 have been moved to July 2022.

2019

Keynote – July 8, 2019

FORM FOLLOWS FUNCTION: THE CASE FOR HOMOGENEOUS COMPUTER ARCHITECTURES

Soner Onder,
Michigan Technological University, United States

 ✓ ABSTRACT
 ✓ 
SLIDES
 ✗ VIDEO

Keynote – July 9, 2019

LIVING WITHOUT HARDWARE (MOSTLY) – VIRTUAL PLATFORMS IN INDUSTRY

Jakob Engblom
Intel, Sweden

 ✓ ABSTRACT
 ✓ 
SLIDES
 ✗ VIDEO

Keynote – July 10, 2019

INTELLIGENT ARCHITECTURES FOR INTELLIGENT MACHINES

Onur Mutlu
ETH Zurich, Switzerland

 ✓ ABSTRACT
 ✓ 
SLIDES
 ✓ VIDEO

2018

Keynote – July 16, 2018

UNITY IN DIVERSITY: CO-OPERATIVE EMBEDDED HETEROGENEOUS COMPUTING

Tulika Mitra
National University of Singapore, Singapore

 ✓ ABSTRACT
 ✓ 
SLIDES
 ✓ 
VIDEO

Keynote – July 17, 2018

HETEROGENEOUS SYSTEMS FOR AI

H. Peter Hofstee
IBM Austin Research Laboratory, United States

 ✓ ABSTRACT
 ✗ SLIDES
 ✓ VIDEO

Keynote – July 18, 2018

MACHINE GUNS AND BULLETS

Luigi Carro
Universidade Federal do Rio Grande do Sul, Brasil

 ✓ ABSTRACT
 ✓ 
SLIDES
 ✓ 
VIDEO

2016

Keynote – July 18, 2016

POTENTIAL FUTURE RESEARCH IN COMPUTING: HETEROGENEOUS SYSTEMS, MEMORY SUBSYSTEMS – PROCESS-IN-STORAGE, OR NOT TO PROCESS-IN-STORAGE? THAT IS THE QUESTION

Uri Weiser
Technion – Israel Institute of Technology, Israel

 ✓ ABSTRACT
 ✓ 
SLIDES
 ✗ VIDEO

Keynote – July 19, 2016

IS COMPUTER SCIENCE DYING?

Alex Nicolau
University of California, Irvine, United States

 ✓ ABSTRACT
 ✗ SLIDES
 ✗ VIDEO

Keynote – July 20, 2016

ARM RESEARCH

Eric Hennenhoefer
VP Research at ARM, United States

 ✗ ABSTRACT
 ✓ 
SLIDES
 ✗ VIDEO

2015

Keynote – July 21, 2015

VISUAL PROCESSING SPARKS A NEW CLASS OF PROCESSORS

Marco Jacobs
VP Marketing at Videantis GmbH, Germany

 ✓ ABSTRACT
 ✓ 
SLIDES
 ✓ VIDEO

Keynote – July 20, 2015

RETHINKING MEMORY SYSTEM DESIGN FOR DATA-INTENSIVE COMPUTING

Onur Mutlu
Carnegie Mellon University, United States

 ✓ ABSTRACT
 ✓ 
SLIDES
 ✓ VIDEO

Keynote – July 22, 2015

PARALLEL PROGRAM = OPERATOR + SCHEDULE + PARALLEL DATA STRUCTURE

Keshav Pingali
The University of Texas at Austin, United States

 ✓ ABSTRACT
 ✓ 
SLIDES
 ✓ VIDEO

2014

Keynote – July 14, 2014

SCALING USABLE COMPUTING CAPABILITY

Tor M. Aamodt
University of British Columbia, Canada

 ✓ ABSTRACT
 ✓ SLIDES
 ✓ VIDEO

Keynote – July 15, 2014

HIGH-BANDWIDTH, HIGH-CAPACITY, LOW-POWER MEMORY SYSTEMS

Bruce Jacob
University of Maryland, United States

 ✓ ABSTRACT
 ✗ SLIDES
 ✓ VIDEO

Keynote – July 16, 2014

THE HETEROGENEOUS SYSTEM ARCHITECTURE: IT’S BEYOND THE GPU

Paul Blinzer
Advanced Micro Devices, Inc., United States

 ✓ ABSTRACT
 ✓ 
SLIDES
 ✓ VIDEO

2013

Keynote – July 15, 2013

RETHINKING COMPUTER ARCHITECTURE FOR THROUGHPUT COMPUTING

Wen-mei W. Hwu
University of Illinois, Urbana-Champaign and MulticoreWare Inc., United States

 ✓ ABSTRACT
 ✓ SLIDES
 ✓ VIDEO

Keynote – July 16, 2013

WHAT CLOUD COMPUTING CAN TEACH US ABOUT EMBEDDED MANY-CORE PROGRAMMING?

András Vajda
Cloud Management Driver at Ericsson, Finland

 ✓ ABSTRACT
 ✓ SLIDES
 ✓ VIDEO

Keynote – July 17, 2013

FASTER UNICORES ARE STILL NEEDED

André Seznec
ALF – INRIA IRISA, France

 ✓ ABSTRACT
 ✓ SLIDES
 ✓ VIDEO

2012

Beachnote – July 16, 2012

Political Correctness.
Prof. Yale Patt,
University of Texas – Austin, United States

 ✗ ABSTRACT
 ✗ SLIDES
 ✓ VIDEO

Keynote – July 16, 2012

THE HOMOGENEITY OF ARCHITECTURE IN A HETEROGENEOUS WORLD

John Goodacre
ARM, Cambridge, United Kingdom

 ✓ ABSTRACT
 ✓ SLIDES
 ✗ VIDEO

Keynote – July 17, 2012

IT’S ABOUT TIME

Edward A. Lee
University of California, Berkeley, United States

 ✓ ABSTRACT
 ✓ SLIDES
 ✗ VIDEO

Keynote – July 18, 2012

MAXIMUM PERFORMANCE COMPUTING FOR EXASCALE APPLICATION

Oskar Mencer
Maxeler Technologies, London, United Kingdom

 ✓ ABSTRACT
 ✓ SLIDES
 ✓ VIDEO

2011

Keynote – July 18, 2011

METHODS FOR DESIGN AND IMPLEMENTATION OF DYNAMIC SIGNAL PROCESSING SYSTEMS

Shuvra S.Bhattacharyya
University of Maryland, United States

 ✓ ABSTRACT
 ✓ SLIDES
 ✗ VIDEO

Beachnote – July 18, 2011

WELFARE: A GOOD THING, OR A BAD THING

Yale Patt
The University of Texas at Austin, United State

 ✗ ABSTRACT
 ✗ SLIDES
 ✓ VIDEO

Keynote – July 19, 2011

SUPERCOMPUTING: PAST, PRESENT, AND A POSSIBLE FUTURE

Alex Ramirez
UPC and BSC, Spain

 ✓ ABSTRACT
 ✓ SLIDES
 ✗ VIDEO

2010

Keynote – July 19, 2010

TECHNOLOGIES FOR REDUCING POWER

Trevor Mudge
University of Michigan, United States

 ✓ ABSTRACT
 ✓ SLIDES
 ✗ VIDEO

Beachnote – July 19, 2010

SOME CONSIDERATIONS ON THE EMERGING MULTI-CORE ERA OF THE MICROPROCESSORS

Yale Patt
The University of Texas at Austin, United States

 ✗ ABSTRACT
 ✗ SLIDES
 ✓ VIDEO

Keynote – July 20, 2010

VLSI CHALLENGES TO MORE ENERGY EFFICIENT DEVICES

Tawfik Arabi
Intel Corporation, United States

 ✓ ABSTRACT
 ✗ SLIDES
 ✗ VIDEO

2009

Keynote – July 20, 2009

MOBILE VISUAL COMPUTING

Kari Pulli
Nokia Research Center, United States

 ✓ ABSTRACT
 ✗ SLIDES
 ✗ VIDEO

Beachnote – July 20, 2009

WHAT ELSE IS BROKEN? CAN WE FIX IT?

Yale Patt
The University of Texas at Austin, United States

 ✓ ABSTRACT
 ✗ SLIDES
 ✓ VIDEO

Keynote – July 21, 2009

“SLOWER THAN YOU THINK” ‐ THE EVOLUTION OF PROCESSOR AND SOC ARCHITECTURES

Grant Martin
Tensilica, United States

 ✓ ABSTRACT
 ✗ SLIDES
 ✗ VIDEO

2008

Keynote – July 21, 2008

PICOSERVER – BUILDING A COMPACT ENERGY EFFICIENT MULTIPROCESSOR

Trevor Mudge
University of Michigan, United States

 ✓ ABSTRACT
 ✗ SLIDES
 ✗ VIDEO

Beachnote – July 21, 2008

CAN THEY BE FIXED: SOME THOUGHTS AFTER 40 YEARS IN THE BUSINESS

Yale Patt
The University of Texas at Austin, United States

 ✓ ABSTRACT
 ✗ SLIDES
 ✓ VIDEO

Keynote – July 22, 2008

CHALLENGES IN EMBEDDED SYSTEM SIMULATION

Tor Jeremiassen
Texas Instruments, United States

 ✓ ABSTRACT
 ✗ SLIDES
 ✗ VIDEO

Keynote – July 23, 2008

TOWARDS UNIFIED MECHANISMS FOR INTER-PROCESSOR COMMUNICATION

Manolis Katevenis
FORTH – University of Crete, Greece

 ✓ ABSTRACT
 ✓ 
SLIDES
 ✗ VIDEO

 ✓ EXTRA

2007

Keynote – July 21, 2007

SOFTWARE IS THE ANSWER BUT WHAT IS THE QUESTION?

Willie Anderson,
Qualcomm CDMA Technologies, United States

 ✓ ABSTRACT
 ✓ 
SLIDES
 ✗ VIDEO

Keynote – July 22, 2007

INTEGRATING VLIW PROCESSORS WITH A NETWORK ON CHIP

Jos Huiskenn
Silicon Hive, Netherlands

 ✓ ABSTRACT
 ✗ SLIDES
 ✗ VIDEO

2006

Keynote – July 17, 2006

RECONFIGURABLE PLATFORM FOR DIGITAL CONVERGENCE TERMINALS

Jinsung Choi,
LG Electronics, South Korea

 ✓ ABSTRACT
 ✗ SLIDES
 ✗ VIDEO

Keynote – July 18, 2006

EUROPEAN RESEARCH IN EMBEDDED SYSTEMS

Panagiotis Tsarchopoulos
European Commission, Belgium

 ✓ ABSTRACT
 ✗ SLIDES
 ✗ VIDEO

2005

Keynote – July 18, 2005

PLATFORM THINKING IN EMBEDDED SYSTEMS

Bob Iannucci,
Nokia Research Center, Finland

 ✓ ABSTRACT
 ✗ SLIDES
 ✗ VIDEO

2004

Keynote – July 18, 2004

PROGRAMMING EXTREMELY FLEXIBLE PLATFORMS

Kees Vissers,
Xilinx Research and University of California Berkeley, United States

 ✓ ABSTRACT
 ✗ SLIDES
 ✗ VIDEO