Publications de Heather Christine Klug

Towards a Solution to the Red Wedding Problem

Edge computing promises lower latency interactions for clients operating at the edge by shifting computation away from Data Centers to Points of Presence which are more abundant and located geographically closer to end users. However, most commercially ava ...

2018

A Programming Model and Foundation for Lineage-Based Distributed Computation

Heather Christine Klug, Philipp Haller

The most successful systems for "big data'' processing have all adopted functional APIs. We present a new programming model we call function passing designed to provide a more principled substrate, or middleware, upon which to build data-centric distribute ...

Cambridge University Press2018

Open Source Is A-Changin': How Qualitative Research Can Help Us Adapt

Heather Christine Klug

In the past five years, industry has overwhelmingly turned to open source as a primary means to build products and services atop of, with around 80% of surveyed companies acknowledging that they run on open source. 66% of companies say they would first c ...

2018

Monotonicity Types

Heather Christine Klug

In the face of the increasing trend in application development to interact with more and more remote services, and cognizant of the fact that issues arising from data consistency and task coordination are core challenges in distributed programming, the sys ...

2017

Simplicitly: Foundations and Applications of Implicit Function Types

Martin Odersky, Heather Christine Klug, Fengyun Liu, Sandro Stucki, Olivier Eric Paul Blanvillain

Understanding a program entails understanding its context; dependencies, configurations and even implementations are all forms of contexts. Modern programming languages and theorem provers offer an array of constructs to define contexts, implicitly. Scala ...

2017

Monotonicity Types for Distributed Dataflow

Heather Christine Klug

The Lasp programming language provides combinator functions such as Union and Intersection for combining set CRDTs. When designing a CRDT combinator, care must be taken to ensure that the combinator is monotone separately in each of its arguments, so that ...

2017

Function Passing: A Model for Typed, Distributed Functional Programming

Heather Christine Klug, Philipp Haller, Jocelyn Boullier

The most successful systems for “big data” processing have all adopted functional APIs. We present a new programming model we call function passing designed to provide a more principled substrate on which to build data-centric distributed systems. A key id ...

Assoc Computing Machinery2016

Language Support for Distributed Functional Programming

Heather Christine Klug

Software development has taken a fundamental turn. Software today has gone from simple, closed programs running on a single machine, to massively open programs, patching together user experiences byway of responses received via hundreds of network requests ...

EPFL2015

Distributed Programming via Safe Closure Passing

Heather Christine Klug, Philipp Haller

Programming systems incorporating aspects of functional programming, e.g., higher-order func- tions, are becoming increasingly popular for large-scale distributed programming. New frameworks such as Apache Spark leverage functional techniques to provide hi ...

2015

Self-Assembly: Lightweight Language Extension and Datatype Generic Programming, All-in-One!

Heather Christine Klug, Philipp Haller

In this paper we show a general mechanism, called self-assembly, for lightweight language extensions (LLEs). LLEs allow users to define generic operations or properties that operate over a large class of types. With LLEs it is possible, for example, for us ...

2014