DEPARTMENT: Editor's Letter
Four years have seen accelerating division and growing fissures driven by international geopolitics and increasing technology and trade restrictions. The world is at an inflection point. What should ACM do?
Andrew A. Chien
Page 5
DEPARTMENT: Departments
For the U.S. to compete with China, the U.S. is using Chinese talent. Approximately 65% of doctoral students in computing in North America are international students. My estimate is that this pool is dominated by Chinese students …
Moshe Y. Vardi
Page 7
DEPARTMENT: Career Paths in Computing
I became a computer science student without ever having seen a computer before.
Michelle Zhou
Page 9
DEPARTMENT: BLOG@CACM
Marc Rotenberg looks at how an early AI study led to the 1974 Privacy Act, while Jeremy Roschelle considers different aspects of human-centric AI.
Marc Rotenberg, Jeremy Roschelle
Pages 10-11
COLUMN: News
The overhead of error correction presents a serious challenge to scaling up quantum computing and may produce unexpected winners.
Chris Edwards
Pages 13-15
Can cryptocurrencies cut their environmental impact?
Neil Savage
Pages 16-18
New AI technologies are making it possible to autonomously reduce traffic.
Logan Kugler
Pages 19-20
Frederick P. Brooks, Jr. "was a statesman in the best sense of the word, as well as a great leader, a very kind man, and a fine engineer," said fellow ACM A.M. Turing Award winner and ACM Fellow Ivan Sutherland.
Simson Garfinkel, Eugene H. Spafford
Pages 21-22
Computer scientist Valérie Issarny, a director of research at France's National Institute for Research in Digital Science and Technology and chair of the ACM Europe Council since October 2021, passed away November 12, 2022.
John Delaney
Page 23
COLUMN: Technology Strategy and Management
Attempting to disentangle mechanical principles.
Michael A. Cusumano
Pages 24-27
COLUMN: Law and Technology
Navigating moniker management.
Alexandra J. Roberts
Pages 28-30
SECTION: Security
Considering the conundrum of software updates.
Fabio Massacci, Giorgio di Tizio
Pages 31-33
COLUMN: Viewpoint
The end of classical computer science is coming, and most of us are dinosaurs waiting for the meteor to hit.
Matt Welsh
Pages 34-35
In search of more efficient data sharing.
Natasha Noy, Carole Goble
Pages 36-38
Attempting to balance sometimes-conflicting interests.
Henrik Skaug Sætra, Mark Coeckelbergh, John Danaher
Pages 39-41
SECTION: Practice
CPT can provide actionable and precise latency analysis.
Brian Eaton, Jeff Stewart, Jon Tedesco, N. Cihan Tas
Pages 44-51
Keeping data safe in the presence of crashes is a fundamental problem.
Ramnatthan Alagappan, Peter Alvaro
Pages 52-54
SECTION: Contributed Articles
A review of network science and complexity theory as they apply to the ability of systems to resist stress and recover from faults.
Ted G. Lewis
Pages 56-61
Constructing a unified platform for the scalable, reliable, robust, and efficient development and deployment of ECCI applications.
Luhui Wang, Cong Zhao, Shusen Yang, Xinyu Yang, Julie Mccann
Pages 62-73
Creating a programming environment and compilation flow that empowers programmers to create their own DSAs efficiently and affordably on FPGAs.
Yuze Chi, Weikang Qiao, Atefeh Sohrabizadeh, Jie Wang, Jason Cong
Pages 74-85
SECTION: Review Articles
Two linearizability-style correctness conditions that can be used to argue safety properties of progressively more concurrent behaviors of objects.
Armando Castañeda, Sergio Rajsbaum, Michel Raynal
Pages 86-97
SECTION: Research Highlights
"Actionable Auditing Revisited," by Inioluwa Deborah Raji and Joy Buolamwini, examines how companies producing commercial facial classification software responded to the publication of the groundbreaking 2018 "Gender Shades" …
Vincent Conitzer, Gillian K. Hadfield, Shannon Vallor
Page 100
This paper investigates the commercial impact of Gender Shades, the first algorithmic audit of gender- and skin-type performance disparities in commercial facial analysis models.
Inioluwa Deborah Raji, Joy Buolamwini
Pages 101-108
COLUMN: Last Byte
Poring over possible mixtures.
Dennis Shasha
Page 112