Ibrahim Sabek began his CIFellowship in September 2020 after receiving his PhD from the University of Minnesota in January 2020. Sabek is at the Massachusetts Institute of Technology (MIT) working with Michael Cafarella, Principal Research Scientist, and Tim Kraska, Associate Professor, at MIT’s Computer Science and Artificial Intelligence Laboratory. Current Project My current project is exploiting machine learning models (ML) to optimize the performance of data-intensive systems, with special focus on data access and query execution modules. This includes introducing ML-optimized core data structures, such as indexes and bloom filters, and boosting the performance of main in-memory operations, such as joins and query scheduling, using statistical and deep learning techniques. […]
Computing Community Consortium Blog
The goal of the Computing Community Consortium (CCC) is to catalyze the computing research community to debate longer range, more audacious research challenges; to build consensus around research visions; to evolve the most promising visions toward clearly defined initiatives; and to work with the funding organizations to move challenges and visions toward funding initiatives. The purpose of this blog is to provide a more immediate, online mechanism for dissemination of visioning concepts and community discussion/debate about them.
Archive for the ‘CIFellows Spotlight’ category
CIFellows Spotlight – Machine Learning for Storage and Execution Layers of Database Systems
April 20th, 2021 / in CIFellows, CIFellows Spotlight, research horizons, Research News / by Maddy HunterCIFellows Spotlight – From Data to Knowledge: Environmental Sensing and Data Narration
April 13th, 2021 / in CCC, CIFellows, CIFellows Spotlight, research horizons, Research News / by Maddy HunterCyn Liu began her CIFellowship in January 2021 after receiving her PhD from Indiana University, Bloomington in Fall of 2020. Liu is at the University of California, Irvine (UCI) working with Paul Dourish, Chancellor’s Professor of Informatics at UCI and Director of the Steckler Center for Responsible, Ethical and Accessible Technology. Current Project Responding to climate change, environmental crisis, and the global pandemic, my current research focuses on exploring, creating, deploying, and evaluating (multi-)sensory data representation models that leverage our bodily senses to raise environmental awareness, increase data literacy, and support community health initiatives. Over the past decade, the emergence of low-cost sensors, proliferation of personal devices, and expansion of wireless […]
CIFellows Spotlight: Towards Fair and Interpretable Language Processing Models and their Applications
April 6th, 2021 / in CIFellows, CIFellows Spotlight, research horizons, Research News / by Maddy HunterSunipa Dev began her CIFellowship in January 2021 after receiving her PhD from University of Utah in Fall of 2020. Dev is at the University of California, Los Angeles (UCLA) working with Kai-Wei Chang, Assistant Professor of Computer Science at UCLA. Dev recently co-presented a tutorial at AAAI 2021 which highlights using an interactive, visual tool, how language representations carry social biases and the ways in which we can mitigate the same. Details can be found here. She is also organizing a workshop on Responsible AI at KDD 2021. Current Project Language representations are ubiquitously used in language processing and generation tasks, which in turn are key in a variety of […]
CIFellows Spotlight: Escalation and De-escalation in Expressions of Dissent – A Social Informatics Approach
March 30th, 2021 / in CIFellows, CIFellows Spotlight, research horizons, Research News / by Maddy HunterRichard Canevez began his CIFellowship in January 2021 after receiving his PhD from Pennsylvania State University this past October. Canevez is currently at the University of Hawaii at Manoa under the mentorship of Professor and Communication Information Science Graduate Chair, Jenifer Sunrise Winter. Current Project: Advocate’s Toolbox As an American, none of us need to look very far to see evidence of the deeply set injustices in our system: racism, sexism, and economic oppression permeate our collective existence. We have seen in the past year the need for activism and protest to fulfill the potential of this nation, by speaking truth to power. We have also more recently seen the danger […]
CIFellows Spotlight: Improving System Efficiency and Reliability with Causal Learning
March 18th, 2021 / in CIFellows, CIFellows Spotlight, research horizons, Research News / by Maddy HunterThe Computing Community Consortium (CCC) is excited to announce the new website feature, “CIFellows Spotlight”, which will highlight the work of the Computing Innovation Fellows (CIFellows) going forward. Announced in May 2020, the CIFellows program was created, with strong support from NSF, to provide recent PhD graduates in computing research with the opportunity to continue their work despite the hiring disruptions in academic institutions due to COVID-19. These articles will give the CIFellows the opportunity to share their work with the community and dive deeper into the details of their current project(s). Yi Ding began her CIFellowship in January 2021 after receiving her PhD from University of Chicago this past […]