MacroBase: Prioritizing Attention in Fast Data by Abuzaid, Firas, Bailis, Peter, Ding, Jialin, Gan, Edward, Madden, Samuel, Narayanan, Deepak, Rong, Kexin, Suri, Sahaana

“…MacroBase is able to deliver order-of-magnitude speedups over alternatives by optimizing the combination of explanation (i.e., feature selection) and classification tasks and by leveraging a new reservoir sampler and heavy-hitters sketch specialized for fast data streams. …”
Get full text

MacroBase: Prioritizing Attention in Fast Data by Bailis, Peter, Gan, Edward, Madden, Samuel, Narayanan, Deepak, Rong, Kexin, Suri, Sahaana

“…MacroBase is able to deliver order-of-magnitude speedups over alternatives by optimizing the combination of explanation and classification tasks and by leveraging a new reservoir sampler and heavy-hitters sketch specialized for fast data streams. …”
Get full text