Masters CS

Distinguished Lecture Series 2025

This years Distinguished Lecture series was delivered yesterday ( Tuesday 1st April) by Professor Arthur Zimek, University of Southern Denmark in Odense, Denmark.

In his talk on, ‘Data Mining and the “Curse of Dimensionality”’ he considered the challenges of the “curse” from the perspective of data mining. In Talk 1, he discussed the “curse” in more detail, identifying relevant aspects or problems. In Talk 2, he considered clustering facing these problems and discussed some strategies and example methods for subspace clustering. In Talk 3, he discussed outlier detection, considering strategies for improved efficiency, effectiveness, and subspace outlier detection.

Fully-funded PhD scholarship in parallel programming and dependent-types

The school of Computer Science at the University of St Andrews has a fully-funded scholarship available working in the Programming Languages Research Group with Dr Christopher Brown. Applications must be received by 1 March 2025.

Background

Algorithmic skeletons provide a convenient and high-level approach to writing efficient parallel software by leveraging common patterns of parallel behaviours. A skeleton library presents the programmer with a library of high-level parallel interfaces, abstracting away the low-level complexities of manually handling concurrency primitives, e.g. locking, synchronisation and thread creation. Skeletons give an excellent compromise between ease of programming and the ability to generate highly efficient parallel software. A wide range of skeletons have been developed for several different languages, including Fastflow, TBB, PPL and OpenMP. However, despite the proliferation of skeleton libraries, there is little support for an increasingly popular class of programming languages equipped with dependent types.

 

Dependently-typed programming languages address the problem of program safety by ensuring that code conforms to its specification. This is achieved by permitting types to depend on values, thereby allowing programmers to express logical properties, and proof, as intrinsic parts of their programs. This conformance is checked at compile-time. This interest in dependent-types has resulted in a number of functional languages such as pi-forall, Agda, Idris and Coq. However, despite these developments in types, these dependently-typed languages still lack a parallel implementation, making development of safe parallel programs impossible.

 

This project will explore approaches to designing and implementing a dependently-typed parallel programming language. These approaches will consider the technical challenges, but also balancing those with the high-level usability that skeletons bring and the performance expectations of a performant system. As part of this exploration, use-cases will also need to be developed, and the scientific evaluation of the performance of the system will need to be carried out.

Topics of Interest

This project is largely exploratory in nature, and may take several different approaches and directions, including (but not limited to):

  • Extending an existing dependently-typed language, such as Idris, with new concurrency primitives.
  • Designing and implementing an efficient parallel runtime system as a backend to the language.
  • Building on top of these primitives to provide dependently-typed concurrency behaviours, such as synchronisation points, channel behaviours, etc.
  • To design and implement a set of dependently-typed algorithmic skeletons such as farms and pipelines.
  • To explore and identify new skeletons that arise from writing dependently-typed programs.
  • To use dependent-types to encode safety and soundness properties and reason about these properties in a formal way.

The Scholarship

We have one fully-funded scholarship available, starting in September 2025, which will be awarded to competitively to the best applicant. The scholarship covers all tuition fees (irrespective of country of origin) and comes with a stipend valued at £19,705 per annum. More details can be found here: https://blogs.cs.st-andrews.ac.uk/csblog/2024/10/24/phd-studentships-available-for-2025-entry/

International applications are welcome. We especially encourage female applicants and underrepresented minorities to apply. The School of Computer Science was awarded the Athena SWAN Silver award for its sustained progression in advancing equality and representation, and we welcome applications from those suitably qualified from all genders, all races, ethnicities and nationalities, LGBT+, all or no religion, all social class backgrounds, and all family structures to apply for our postgraduate research programmes.

To Apply

Informal enquiries can be directed to Chris. Full instructions for formal applications can be found at https://www.st-andrews.ac.uk/computer-science/prospective/pgr/how-to-apply/

The deadline for applications is 1 March 2025.

 

Week 1 Social Events

The following social events are being held in the School this week in the Jack Cole coffee area:-

  • Monday 16 September – 17:00 – 18:00 – MSc and MSci welcome reception (TODAY)
  • Wednesday 18 September – 16:00 – 17:00 – Honours (Junior & Senior) welcome reception
  • Friday 20 September – 17:00 – 18:00 – Sub-honours (students on first and second years of CS programmes) social event

Drinks 🍷 and snacks 🍰 available at all events, so please come along and join us!

STACS Welcome BBQ 🍔

If you are a new Undergraduate or Postgraduate Taught student to the School of Computer Science, you are invited to the STACS Welcome BBQ outside the Jack Cole Coffee Area on Friday 13th September 5.30pm-7.30pm.

The usual BBQ favourites will be available from the grill and refreshments will be provided. We look forward to seeing you there!

December Graduation Reception: Tuesday 3rd December

The School of Computer Science will host a graduation reception on Tuesday 3rd December in the Jack Cole building, between 12.00 and 14.00. Graduating students and their guests are invited to the School to celebrate with a glass of bubbly and a cream cake. Computer Science degrees will be conferred in a morning ceremony in the Younger Hall. Family and friends who can’t make it on the day can watch a live broadcast of graduation. Graduation receptions have been held in the school from 2010.

MSc student participates in CERN School of Computing and the ACM Europe Summer School

MSc student Saad Memon participated in the CERN School of Computing 2019 and the ACM Europe Summer School 2019 in HPC Architectures for AI and Dedicated Applications.

CERN School of Computing (CSC 2019) involved a series of lectures and practical exercises over a two-week period. The Summer School is open to postgraduate students and research workers at CERN or at external institutes. Participants are generally attracted by the advanced topics that are taught. A limited number of places are available and all applications go through a selection process. Further details can be found on their school website.

The ACM summer school is open to outstanding MSc students and senior undergraduate students, this year successful participants spent a week in Barcelona, attending formal lectures during the mornings and practical sessions in the afternoons. Prof. Silvio Micali, Turing Award laureate and MIT Professor, gave a Turing lecture on “ALGORAND. The distributed Ledger for the Borderless Economy”.

Group picture of ACM Particpants


Saad receiving certificate from Fabrizio Gagliardi, Barcelona Supercomputing Center, Spain

Saad completed his MSc in Dependable Software Systems here in the School.

Best paper finalist award for Xingzhi Yue and Neofytos Dimitriou

A paper describing the work of our MSc student Xingzhi Yue and PhD student Neofytos Dimitriou, supervised by Oggie Arandjelovic and in collaboration with the School of Medicine, gets the best paper finalist award at the latest International Conference on Bioinformatics and Computational Biology (BICOB 2019). The key contribution of the work is a novel deep learning based algorithm for the analysis of extremely large pathology image slides, capable of automating and improving colorectal cancer prognosis.

December Graduation 2018

Congratulations to the Masters Class of 2018, and PhD students Dr Daniel Rough and Dr Adeola Fabola who graduated last week. The School also celebrated the Installation of Professor Adam Barker. Students and guests were invited to a reception in Computer Science after the ceremony to celebrate their achievement and reflect on their time in the School.

Our graduates move on to a wide variety of interesting and challenging employment and further study opportunities, and we wish them all well with their future careers.