Atomic (linearizable) read/write memory is a fundamental abstractions in distributed computing. Following a seminal implementation of atomic memory of Attiya et al., a folklore belief developed that in messaging-passing atomic memory implementations "reads must write." However, work by Dutta et al. established that if the number of readers R is constrained with respect to the number of replicas S and the maximum number of crash-failures t so that R < S/t - 2, then single communication round-trip reads are possible. Such an implementation given in  is called fast. Subsequently, Georgiou et al. relaxed the constraint in , and proposed semifast implementations with unbounded number of readers, where under realistic conditions most reads need only a single communication round-trip to complete. Their approach groups collections of readers into virtual nodes. Semifast behavior of their algorithm is preserved as long as the number of virtual nodes V is constrained by V < S/t - 2. Quorum systems are well-known mathematical tools that provide means for achieving coordination between processors in distributed systems. Given that the approach of Attiya et al.is readily generalized from majorities to quorums (e.g., [5, 2]), and that the algorithms in  and rely on intersections in specific sets of responding servers, one may ask: Can we characterize the conditions enabling fast implementations in a general quorumbased framework? This is what we establish in this work.