Publications related to Database transaction

Characterization of the Impact of Hardware Islands on OLTP

Anastasia Ailamaki, Miguel Sérgio De Oliveira Branco, Pinar Tözün, Ippokratis Pandis, Danica Porobic

Modern hardware is abundantly parallel and increasingly heterogeneous. The numerous processing cores have non-uniform access latencies to the main memory and processor caches, which causes variability in the communication costs. Unfortunately, database sys ...

Springer Verlag2016

Cheap Data Analytics using Cold Storage Devices

Anastasia Ailamaki, Raja Appuswamy, Renata Borovica-Gajic

Enterprise databases use storage tiering to lower capital and operational expenses. In such a setting, data waterfalls from an SSD-based high-performance tier when it is "hot" (frequently accessed) to a disk-based capacity tier and finally to a tape-based ...

Assoc Computing Machinery2016

The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis

Christoph Koch, Hossein Hojjat

Datastores today rely on distribution and replication to achieve improved performance and fault-tolerance. But correctness of many applications depends on strong consistency properties—something that can impose substantial overheads, since it requires coor ...

ACM Press2015

Scaling Up Mixed Workloads: A Battle of Data Freshness, Flexibility, and Scheduling

Anastasia Ailamaki, Iraklis Psaroudakis

The common "one size does not fit all" paradigm isolates transactional and analytical workloads into separate, specialized database systems. Operational data is periodically replicated to a data warehouse for analytics. Competitiveness of enterprises today ...

Springer-Verlag Berlin2015

Applying HTM to an OLTP System: No Free Lunch

Anastasia Ailamaki, Pinar Tözün, Danica Porobic, David Cervini

Transactional memory is a promising way for implementing efficient synchronization mechanisms for multicore processors. Intel's introduction of hardware transactional memory (HTM) into their Haswell line of processors marks an important step toward mainstr ...

2015

Eliminating unscalable communication in transaction processing

Anastasia Ailamaki, Frederick Ryan Johnson, Ippokratis Pandis

Multicore hardware demands software parallelism. Transaction processing workloads typically exhibit high concurrency, and, thus, provide ample opportunities for parallel execution. Unfortunately, because of the characteristics of the application, transacti ...

Springer Verlag2014

Scaling up Mixed Workloads: a Battle of Data Freshness, Flexibility, and Scheduling

Anastasia Ailamaki, Iraklis Psaroudakis

The common "one size does not fit all" paradigm isolates transactional and analytical workloads into separate, specialized database systems. Operational data is periodically replicated to a data warehouse for analytics. Competitiveness of enterprises today ...

Springer International Publishing AG2014

Transactions Chasing Scalability and Instruction Locality on Multicores

Pinar Tözün

For several decades, online transaction processing (OLTP) has been one of the main server applications that drives innovations in the data management ecosystem, and in turn the database and computer architecture communities. Recent hardware trends oblige s ...

EPFL2014

How to Stop Under-Utilization and Love Multicores

Anastasia Ailamaki, Pinar Tözün, Danica Porobic, Iraklis Psaroudakis, Erietta Liarou

Designing scalable transaction processing systems on modern hardware has been a challenge for almost a decade. Hardware trends oblige software to overcome three major challenges against systems scalability: (1) Exploiting the abundant thread-level parallel ...

2014

Reusable Concurrent Data Types

Rachid Guerraoui, Vincent Gramoli

This paper contributes to address the fundamental challenge of building Concurrent Data Types (CDT) that are reusable and scalable at the same time. We do so by proposing the abstraction of Polymorphic Transactions (PT): a new programming abstraction that ...

2014

Database transaction

Characterization of the Impact of Hardware Islands on OLTP

Cheap Data Analytics using Cold Storage Devices

The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis

Scaling Up Mixed Workloads: A Battle of Data Freshness, Flexibility, and Scheduling

Applying HTM to an OLTP System: No Free Lunch

Eliminating unscalable communication in transaction processing

Scaling up Mixed Workloads: a Battle of Data Freshness, Flexibility, and Scheduling

Transactions Chasing Scalability and Instruction Locality on Multicores

How to Stop Under-Utilization and Love Multicores

Reusable Concurrent Data Types

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Cheap Data Analytics using Cold Storage Devices

Characterization of the Impact of Hardware Islands on OLTP

Scaling Up Mixed Workloads: A Battle of Data Freshness, Flexibility, and Scheduling

Applying HTM to an OLTP System: No Free Lunch

Reusable Concurrent Data Types

Eliminating unscalable communication in transaction processing

Transactions Chasing Scalability and Instruction Locality on Multicores

The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis

How to Stop Under-Utilization and Love Multicores

Scaling up Mixed Workloads: a Battle of Data Freshness, Flexibility, and Scheduling