3 citations · 6 across the 6 of their papers we have counts for
6 papers
Experience Graphs: The Data Foundation for Self-Improving Agents
Gang Liao, Yujia He, Abdullah Ozturk +22
The database community has repeatedly advanced the state of the art by recognizing that new workloads demand new system architectures. We argue that long-horizon agentic tasks -- c…
Bullion: A Column Store for Machine Learning
Gang Liao, Ye Liu, Jianjun Chen +1
The past two decades have witnessed significant success in applying columnar storage to data warehousing and analytics. However, the rapid growth of machine learning poses new chal…
Flock: A Low-Cost Streaming Query Engine on FaaS Platforms
Gang Liao, Amol Deshpande, Daniel J. Abadi
Existing serverless data analytics systems rely on external storage services like S3 for data shuffling and communication between cloud functions. While this approach provides the…
C5: Cloned Concurrency Control that Always Keeps Up
Jeffrey Helt, Abhinav Sharma, Daniel J. Abadi +2
Asynchronously replicated primary-backup databases are commonly deployed to improve availability and offload read-only transactions. To both apply replicated writes from the primar…
Design Principles for Scaling Multi-core OLTP Under High Contention
Kun Ren, Jose M. Faleiro, Daniel J. Abadi
Although significant recent progress has been made in improving the multi-core scalability of high throughput transactional database systems, modern systems still fail to achieve s…
Rethinking serializable multiversion concurrency control
Jose M. Faleiro, Daniel J. Abadi
Multi-versioned database systems have the potential to significantly increase the amount of concurrency in transaction processing because they can avoid read-write conflicts. Unfor…