I have started my PhD in the University of Cambridge Computer Laboratory in October 2011, as a member of the Digital Technology Group. I am supervised by Professor Andy Hopper and work closely with Dr. Ripduman Sohan in exploring the research area of provenance, looking at building systems for tracking the history and inter-dependencies of pieces of data as they are produced or consumed in arbitrary computational workflows.
My PhD research is funded by UK's EPSRC, by a CHESS Scholarship, and by a Computer Laboratory Departamental Scholarship.
I am a member of Wolfson College.
ResearchMy research interests span the following topics:
- Data provenance, which is the topic of my PhD
research. The central idea that I put forward is the fact that
applications can query fine-grained provenance (the history of
where each piece of data comes from together with its
dependencies) in order to understand the causes of erroneous or
unexpected execution states.
- A primer on provenance. Lucian Carata, Sherif Akoush, Nikilesh Balakrishnan, Thomas Bytheway, Ripduman Sohan, Margo Seltzer, and Andy Hopper (2014). Communications of the ACM, 57(5), 52-60.
- Resource accounting and monitoring: I am also
working on a fine-grained kernel-level resource accounting
framework that allows applications to gain a better understanding
of the resources consumed (either synchronously or asynchronously)
by kernel activities. This gives a detailed, per kernel subsystem
view of the resource usage of particular system calls and of how
this varies in the presence of workloads that compete for
the same resources. The resulting accounting data can be
aggregated according to application semantics (e.g. resources
consumed over servicing a client request).
- Resourceful: fine grained resource accounting for explaining service variability Lucian Carata, Oliver Chick, James Snee, Ripduman Sohan and Andy Hopper (2014). Technical Report, UCAM-CL-TR-859
- Linux Containers - Basic Concepts a talklet covering the basic mechanisms used by linux containers.
- Automated configuration of distributed systems: My intrest in this area is in understanding how certain configuration parameters are propagated/used in a loosely coupled system, and how having this information can help establishing automated feedback control loops in order to keep fulfilling SLAs even in the presence of errors (for example, during failed service updates and on human configuration errors).
SupervisionsI supervise the Algorithms and Computer Graphics and Image Processing courses.
- Michaelmas 2014: CGIP (IB), 4 supervisions/group [details coming soon]
I have previously been an intern at both Microsoft (2010) and Google (2013), where I have worked in infrastructure teams dealing with performance evaluation and service configuration, respectively. My time within both companies has helped me gain valuable experience and a better understanding of real-world requirements at scale. This continues to drive my passion towards doing research that has a real impact and solves challenging engineering problems.
I have graduated (B.Eng.) as valedictorian from the "Gh. Asachi" Technical University of Iasi, Romania. My bachelor thesis dealed with real-time object recognition in video streams using interest point detectors. I have obtained a M.Sc. in Distributed Systems from the same university, with a research stint in the Institute of Computer Graphics and Algorithms from the Vienna University of Technology, during an ERASMUS Scholarship.