research highlights

P. 88

Technical
Perspective
abstraction
for Parallelism
By Katherine Yelick

P. 89

Optimistic Parallelism
Requires Abstractions

By Milind Kulkarni, Keshav Pingali, Bruce Walter, Ganesh Ramanarayanan, Kavita Bala, and L. Paul Chew

P. 98

Technical
Perspective
They Do click,
Don’t They?
By Marc Dacier

P. 99

Spamalytics:
An Empirical Analysis of Spam
Marketing Conversion

By Chris Kanich, Christian Kreibich, Kirill Levchenko, Brandon Enright, Geoffrey M. Voelker, Vern Paxson, and Stefan Savage