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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Publication

Advanced partitioning techniques for massively distributed computation

Jingren Zhou, Wei Lin, Nicolas Bruno

Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data | May 2012

Publication

Advanced partitioning techniques for massively distributed computation

Jingren Zhou, Nicolas Bruno, Wei Lin

Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data | May 2012

Publication

Critical Questions for Big Data: Provocations for a Cultural, Technological, and Scholarly Phenomenon

danah boyd, Kate Crawford

Information, Communication & Society | Published by Taylor & Francis | 2012 | Information, Communication & Society edition

Video

A Key Value Store that Supports Strict SLAs and the Applications that Need it

May 10, 2012 | Christopher Stewart

Emerging datacenter workloads differ from traditional e-commerce workloads in two ways. First, emerging big-science workloads can access networked storage thousands of times for 1 simulation. Even a few slow accesses can slowdown the entire simulation.…

01:21:23

Publication

GraphTrail: Analyzing Large Multivariate, Heterogeneous Networks while Supporting Exploration History

Cody Dunne, Nathalie Henry Riche, Bongshin Lee, Ron Metoyer, George Robertson

In Proceedings of ACM SIGCHI 2012 | May 2012

Video

Skeleton Automata for FPGAs: Reconfiguring without Reconstructing

May 3, 2012 | Louis Woods

While the performance opportunities of field-programmable gate arrays (FPGAs) for high-volume query processing are well-known, system makers still have to compromise between desired query expressiveness and high compilation effort. The cost of the latter is…