Seer: leveraging big data to navigate the complexity of performance debugging in cloud microservices

Seer: leveraging big data to navigate the complexity of performance debugging in cloud microservices Gan et al., ASPLOS'19 Last time around we looked at the DeathStarBench suite of microservices-based benchmark applications and learned that microservices systems can be especially latency sensitive, and that hotspots can propagate through a microservices architecture in interesting ways. Seer is … Continue reading Seer: leveraging big data to navigate the complexity of performance debugging in cloud microservices

An open-source benchmark suite for microservices and their hardware-software implications for cloud & edge systems

An open-source benchmark suite for microservices and their hardware-software implications for cloud & edge systems Gan et al., ASPLOS'19 Microservices are well known for producing ‘death star’ interaction diagrams like those shown below, where each point on the circumference represents an individual service, and the lines between them represent interactions. Systems built with lots of … Continue reading An open-source benchmark suite for microservices and their hardware-software implications for cloud & edge systems

Distributed consensus revised – Part III

Distributed consensus revised (part III) Howard, PhD thesis With all the ground work laid, the second half of the thesis progressively generalises the Paxos algorithm: weakening the quorum intersection requirements; reusing intersections to allow decisions to be reached with fewer participants; weakening the value selection rules; and sharing phases to take best advantage of the … Continue reading Distributed consensus revised – Part III

Distributed consensus revised – Part II

Distributed consensus revised (part II) Howard, PhD thesis In today’s post we’re going to be looking at chapter 3 of Dr Howard’s thesis, which is a tour ("systematisation of knowledge", SoK) of some of the major known revisions to the classic Paxos algorithm. Negative responses (NACKs) In classic Paxos acceptors only send replies to proposer … Continue reading Distributed consensus revised – Part II