157 citations · 161 across the 5 of their papers we have counts for
7 papers
Skyhook: Towards an Arrow-Native Storage System
Jayjeet Chakraborty, Ivo Jimenez, Sebastiaan Alvarez Rodriguez +3
With the ever-increasing dataset sizes, several file formats such as Parquet, ORC, and Avro have been developed to store data efficiently, save the network, and interconnect bandwi…
A Holistic Analysis of Datacenter Operations: Resource Usage, Energy, and Workload Characterization -- Extended Technical Report
Laurens Versluis, Mehmet Cetin, Caspar Greeven +5
Improving datacenter operations is vital for the digital society. We posit that doing so requires our community to shift, from operational aspects taken in isolation to holistic an…
Towards an Arrow-native Storage System
Jayjeet Chakraborty, Ivo Jimenez, Sebastiaan Alvarez Rodriguez +3
With the ever-increasing dataset sizes, several file formats like Parquet, ORC, and Avro have been developed to store data efficiently and to save network and interconnect bandwidt…
The Future is Big Graphs! A Community View on Graph Processing Systems
Sherif Sakr, Angela Bonifati, Hannes Voigt +38
Graphs are by nature unifying abstractions that can leverage interconnectedness to represent, explore, predict, and explain real- and digital-world phenomena. Although real users a…
In Datacenter Performance, The Only Constant Is Change
Dmitry Duplyakin, Alexandru Uta, Aleksander Maricq +1
All computing infrastructure suffers from performance variability, be it bare-metal or virtualized. This phenomenon originates from many sources: some transient, such as noisy neig…
Is Big Data Performance Reproducible in Modern Cloud Networks?
Alexandru Uta, Alexandru Custura, Dmitry Duplyakin +5
Performance variability has been acknowledged as a problem for over a decade by cloud practitioners and performance engineers. Yet, our survey of top systems conferences reveals th…