Textbook
For some time now I have been teaching from a draft textbook which is
intended to introduce the field of programming languages to an
audience composed primarily of people who will have careers in
software.
My working title is Programming Languages: Build, Prove, and
Compare, and if you want you can read a little bit about it.
Research
My research interests are broad, but grounded in programming
languages.
I like programming languages because there is nothing like
a good language to help us express computations precisely, in ways
that we can reason about them, while still keeping things
at a high level.
I focus on reusable, low-level programming-language infrastructure;
I want to make it easy and cheap to build the programming
languages of the future.
I also work in functional programming and programming-language design,
including the design of special-purpose languages for solving problems
in distributed systems.
My most recent work has been on reusable back ends and optimization
libraries,
which has been applied to the increasingly misnamed Glasgow Haskell Compiler (GHC).
My research is currently in transition: I am working on or
interested in
compilers; interpreters;
precise, machine-checkable, composable specifications for programming
assignments;
algorithms and infrastructure for managing replicated data;
and distributed version control.
Selected papers
I have collected both highly significant and recent papers.
Links are to abstracts so you can check
out the topic without downloading a monster.
For a complete view, including older work, see my
publications list.
Five most significant papers
- Relocating Machine
Instructions by Currying.
Proceedings of the ACM
SIGPLAN '96 Conference on Programming Language Design and Implementation,
in SIGPLAN Notices, 31(5):226–236, May 1996.
This paper connects two worlds: the ``low cult'' of systems programming
and the pure, mathematical world of the lambda-calculus. The key insight is
that relocation, which is a low-level operation performed on binary code, is
an instance of currying, which is the expression of a multiple-argument
function in the lambda-calculus.
- Stochastic Lambda Calculus and
Monads of Probability Distributions (with Avi Pfeffer).
Proceedings of the 29th ACM Symposium on the Principles of Programming
Languages, in SIGPLAN Notices, 37(1):154–165, January
2002.
This paper explores the design of probabilistic languages in a
foundational, principled way. Its special contribution is to analyze
important implementation techniques in a way that is completely formal and is
rigorously connected to the theory of probability.
- A Transformational Approach to
Binary Translation of Delayed Branches (with Cristina Cifuentes).
ACM Transactions on Programming Languages and Systems,
25(2):210–224, March 2003.
The paper solves a small but difficult problem in analysis of binary
codes. This problem is repeatedly a stumbling block for industry groups that
work with binary codes, and I believe our solution is definitive.
- An Expressive Language of
Signatures (with Kathleen Fisher and Paul Govereau).
In Proceedings of the Tenth
ACM SIGPLAN International Conference on Functional Programming
(ICFP'05), pages 27–40, September 2005.
In this paper, we identified an important class of programming problems
the solutions to which cannot be expressed in current languages, and we
showed that these problems can be solved by new mechanisms that cohere with
an existing language.
- Automatically Generating Back
Ends Using Declarative Machine Descriptions (with João Dias).
In Proceedings of the 37th ACM Symposium on the Principles of Programming
Languages, pages 403–416, January 2010.
The most beautiful results from João Dias's doctoral
dissertation: (a) if all you know is the semantics of the intermediate
code and the target instruction set, generating a code generator is
undecidable; and (b) by using a clever new heuristic search based on
algebraic laws, João can generate code generators for real machines
quickly. The core of the algorithm combines Hoare logic and unification to
find sequences of machine instructions that implement intermediate code. Will
appeal especially to those who like inference rules with their compilers.
Five other significant papers
- Specifying Representations of
Machine Instructions (with Mary F.
Fernández).
ACM Transactions on Programming Languages and Systems,
19(3):492–524, May 1997.
This is the most technical and the definitive description of my early
work on declarative machine descriptions.
- A Single Intermediate Language
That Supports Multiple Implementations of Exceptions (with Simon L. Peyton
Jones).
Proceedings of the ACM SIGPLAN '00 Conference on Programming Language
Design and Implementation, in SIGPLAN Notices,
35(5):285–298, May 2000.
This paper is the most technical and rigorous of the C-- papers.
It exemplifies what I am trying to achieve in C--: clean, low-level
mechanisms that compiler writers can use to implement different
high-level–language features and to control cost tradeoffs.
- An Algebraic Approach to File
Synchronization (with Elöd Csirmaz).
In Proceedings of the 8th European Software Engineering Conference (ESEC)
and 9th ACM SIGSOFT Symposium on the Foundations of Software Engineering
(FSE-9), pages 175–185, September 2001.
This paper discusses how to maintain consistency among multiple
replicas of files that may be modified concurrently. We proposed reasoning
about this problem by examining the algebraic structure of a sequence of
modifications.
- A Generalized Algorithm for
Graph-Coloring Register Allocation (with Michael D. Smith and
Glenn Holloway).
ACM SIGPLAN '04
Conference on Programming Language Design and Implementation, in
SIGPLAN Notices, 39(6):277–288, June 2004.
A new technique for dealing with irregularities in target machines,
which arise because not all machine registers can be used interchangeably. We
hope this will be the definitive paper on handling irregular register files
in a graph-coloring register allocator.
- Staged Allocation: A Compositional
Technique for Specifying and Implementing Procedure Calling Conventions
(with Reuben Olinsky and Christian Lindig).
In Proceedings of the
33rd ACM Symposium on the Principles of Programming Languages,
pages 409–421, January 2006.
A specification language for parameter passing, unique in having a
formal semantics. Together with an earlier paper on stack-frame layout, a
complete approach to calling conventions.
These are some recent papers not listed above.
They are in chronological order,
so the most recent work is at the bottom.
- Hoopl: A Modular, Reusable
Library for Dataflow Analysis and Transformation (with João Dias and Simon
Peyton Jones).
In Proceedings of the 3rd ACM SIGPLAN Symposium on Haskell
(Haskell 2010), September 2010.
We implement dataflow analysis and transformation in modular fashion
using advanced features of Haskell. Unlike our 2009 technical report, which
emphasizes the advantages of using Hoopl, this paper focuses on the
implementation, which has been carefully modularized to separate each of the
tricky bits from all of the others. Of greatest interest to hard-core
functional programmers and compiler writers.
- Resourceable, Retargetable, Modular
Instruction Selection Using a Machine-Independent, Type-Based Tiling of
Low-Level Intermediate Code (with João Dias).
In Proceedings of the 38th ACM Symposium on the Principles of Programming
Languages, pages 575–586, January 2011.
In most compilers, building an instruction selector requires a mapping
from intermediate form to target-machine instructions. The mapping must be
defined once per target machine. Here we describe a single mapping that works
for all register machines. By using this mapping, we make the
machine-dependent components simple enough that they can be generated
automatically.
- Teaching Technical Writing Using the
Engineering Method.
A handbook for teaching writing to students in science or engineering.
Accompanied by a student's edition.
- Embedding an Interpreted Language
Using Higher-Order Functions and Types.
Journal of Functional
Programming, 21(6):585–615, November 2011.
(A previous version appeared in ACM SIGPLAN 2003 Workshop on
Interpreters, Virtual Machines and Emulators.).
Homage to Olivier Danvy: How to
embed an application-specific function into an interpreter simply by
describing its type. The paper, while not technically deep, shows the
capabilities of functional languages to elegant advantage, and it is
representative of my work on interpreters.
- Experience Report: Haskell in
Computational Biology (with Noah M. Daniels and Andrew Gallant).
In Proceedings of the Seventeenth ACM SIGPLAN International Conference on
Functional Programming (ICFP'12), September 2012.
To appear.
Encouragement for computational biologists to try Haskell. If you are a
functional programmer, you will see an interesting variation on lazy search.
You might also get some insight into why beginners may find it difficult to
use QuickCheck.
For a complete view, including older work, see my
publications list.
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Teaching
In Fall 2012 I am teaching a seminar applying
functional-programming ideas to the study of distributed source-code
control (git and all that).
In Spring 2013 I am teaching
COMP 105
(Programming Languages).
In 2013–2014, Ben Hescott and I will be co-teaching new versions of our
introductory courses, COMP 11 and COMP 15.
In the past, I have taught
COMP 40 (Machine Structures and Assembly-Language
Programming),
COMP 105
(Programming Languages),
COMP 150DAO (Dataflow Analysis and
Optimization),
COMP 150FP (Advanced Functional
Programming),
and
COMP 150TW (The
Engineering Method of Technical Writing),
as well as many courses at other universities that need not be named.
Resources for Students
Office
hours for
Fall 2012
are
Mondays from
3:45–4:30, Thursdays from 2:00–3:00,
and by appointment.
If you are interested in the development of the new versions of
COMP 11 and COMP 15, I am holding additional office hours most Fridays
from 2:00–4:00. These additional hours are for curriculum
development only.
I am always interested in discussing
projects with students, and I
often have several undergraduate or master's students working with me part-time.
I have gathered material of interest to research
students, including resources for
writers,
and
how to give a talk.
Undergraduate research students might also be interested, especially
in my thoughts about
admission to graduate programs.
And I tell you what you need to give me
(and when) if you want a letter of recommendation.
My professional home is in the
Department of Computer Science
at Tufts University.
Some people think I'm a power
user;
others think I never sleep.
My ORCID ID is
0000-0002-5435-1135.
I currently serve ACM as a member of the SIGPLAN Executive Committee.
I served as program chair for ICFP '07.
I no longer maintain a
hot list; this is more of a random list.
An interest in personal productivity and pointers from
Benjamin Pierce
and
Phil Wadler
got me to Inbox Zero
on Wed 21 Feb 2007 at 6:00 PM.
After serious lossage caused by various alarums and excursions,
I recovered Zero at 6:30 PM on Mon 31 Dec 2007.
It was a pleasure to start the New Year with an empty inbox!
After starting at Tufts, I got a little behind; at the end of my
first year, my email debt was over 600 messages.
At the end of my third year, at 9:12 PM on Monday 23 May 2011,
I recovered Zero once again, but I cheated—I put
600 messages from 2009 and 2010 into an
email
demilitarized zone.
The next time I got to Zero wasat 5:03 PM on Wednesday
29 August 2012.
I signed the email
charter; if you won't, I won't.
Although it surprises some people, for over thirty years I have
been a
football
fan.
When it's not football season, I've been known to play Guild Wars.
I also have a rare autographed copy of
Ad Verbum.
I try to avoid P. J. Brown's deadly sins.
I'm married to a licensed
psychologist and
game designer.
I've appeared onstage
(and in various
clubs)
as a
jazz
pianist,
as
a
dancer,
but
most
often
as
a
chorister.
My wish-fulfillment
dreams are of sleeping.