Set reconciliation with nearly optimal communication complexity
نویسندگان
چکیده
We consider the problem of efficiently reconciling two similar sets held by different hosts while minimizing the communication complexity, which we call the set reconciliation problem. We describe an approach to set reconciliation based on a polynomial encoding of sets. The resulting protocols exhibit tractable computational complexity and nearly optimal communication complexity when the sets being reconciled are sparse. Also, these protocols can be adapted to work over a broadcast channel, allowing many clients to reconcile with one host based on a single broadcast, even if each client is missing a different subset.
منابع مشابه
Reconciliation Puzzles
We consider the problem of exchanging two similar strings held by different hosts with a minimum amount of communication. We reduce the problem of string reconciliation to a problem of multi-set reconciliation, for which nearly optimal solutions exist. Our approach involves transforming a string into a multi-set of substrings, which are reconciled efficiently and then put back together on a rem...
متن کاملEecient Reconciliation of Unordered Databases
of Unordered Databases| Ari Trachtenberg Digital Computer Laboratory University of Illinois at Urbana-Champaign [email protected] Yaron Minsky ;y Department of Computer Science Cornell University [email protected] November 11, 1999 Abstract We consider the problem of reconciling two unordered databases whose contents are related. Speci cally, we wish to determine the mutual di erence of th...
متن کاملRepresenting a Set of Reconciliations in a Compact Way
Comparative genomic studies are often conducted by reconciliation analyses comparing gene and species trees. One of the issues with reconciliation approaches is that an exponential number of optimal scenarios is possible. The resulting complexity is masked by the fact that a majority of reconciliation software pick up a random optimal solution that is returned to the end-user. However, the alte...
متن کاملDeterminants of Completing the Medication Reconciliation Form Among Nurses Based on Diffusion of Innovation Theory
Background &Objectives:Patientsafety is a global medical concern with remarkable influence onthe health of patients. Studies have suggested thattreatment-related damages occur in approximately 10% of patients at variable degrees, and more than a quarter of these damages are associated with medication errors. Medication errors could be diminished during patient hospitalization and transferusing ...
متن کاملNearly Optimal Separations Between Communication (or Query) Complexity and Partitions
We show a nearly quadratic separation between deterministic communication complexity and the logarithm of the partition number, which is essentially optimal. This improves upon a recent power 1.5 separation of Göös, Pitassi, and Watson (FOCS 2015). In query complexity, we establish a nearly quadratic separation between deterministic (and even randomized) query complexity and subcube partition c...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- IEEE Trans. Information Theory
دوره 49 شماره
صفحات -
تاریخ انتشار 2003