Abstract: In 1987, Jim Gray and Gianfranco Putzolu introduced the five-minute rule for trading memory to reduce disk I/O using the then-current price-performance characteristics of DRAM and Hard Disk Drives (HDD). Since then, the five-minute rule has gained wide-spread acceptance as an important rule-of-thumb in data engineering. In the first part of this talk, we... Read more »

Abstract: Formal verification of software has finally started to become viable: we have examples of formally verified microkernels, realistic compilers, hypervisors etc. These are huge achievements and we can expect to see even more impressive results in the future but the correctness proofs depend on a number of assumptions about the Trusted Computing Base that... Read more »

Abstract: Large technology companies rely on collecting data from their users to understand their interests, and better customize the company's products. Increasingly, this must be done while preserving individual users' privacy.  Recently, techniques based on radomization and data sketching have been adopted to provide data collection protocols which optimize the privacy accuracy trade-off.  In this talk, I'll... Read more »

Abstract: I will present an overview of some of the open challenges and opportunities for structured data management that are especially relevant for today’s world of Big Data and the Cloud. In the second half of the talk, I will discuss in depth one of the opportunities - approximate query processing - and reflect on... Read more »

Abstract: Many new and exciting things are coming for TensorFlow, to be announced at the Developer Summit on 3/30 in Mountain View. Since this event will have just finished by the time I make it out the UK, I thought it'd be helpful to give a quick summary / overview of these new features and... Read more »

Abstract: What use is machine learning unless we can turn predictions into decisions? In this talk I'll explain how this idea motivates our strategy at PROWLER.io. I'll explain how different research teams at the company are attacking different parts of decision theory, and focus on outputs from the probabilistic modelling team. I'll show how probabilistic... Read more »

Title: Building Computer Vision Systems That Really Work Speaker: Andrew Fitzgibbon, Microsoft  Andrew Fitzgibbon has been shipping advanced computer vision systems for twenty years. In 1999, prize-winning research from Oxford University was spun out to become the Emmy-award-winning camera tracker “boujou”, which has been used to insert computer graphics into live-action footage in pretty much... Read more »

Title: An IP provider’s perspective on functional safety Speaker: Pete Harrod, Director of Functional Safety at Arm, Cambridge. Royal Academy of Engineering Visiting Professor in Dependable Embedded Computing, Imperial In this talk, Pete will briefly tell you something about himself, his time at Arm and what he does there now – and introduce his role as a part-time Visiting... Read more »

Title: Symbolic Repairs for GR(1) Specifications Speaker: Jan Oliver Ringert, Lecturer in Model-Based Software Development in the Department of Informatics at the University of Leicester Abstract: Reactive synthesis is an automated procedure to obtain a correct-by-construction reactive system from a given specification. Examples include GR(1), an expressive assume-guarantee fragment of LTL, that enables efficient synthesis of the software... Read more »

Title: Certifying Multicore Timing Analysis for Real-Time Systems Speaker: Dr Guillem Bernat, Rapita Systems Abstract: The potential for increased performance by using multicore processors is not in question. Their use offers a solution to break the memory, power and instruction level parallelism (ILP) walls that prevent single-core platforms from meeting the increasing demands of modern embedded avionics software.... Read more »