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Polylogarithmic Inapproximability of Radio Broadcast Guy Kortsarz Joint work with: Michael Elkin
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Radio Broadcast Undirected graph, v V wants to broadcast A vertex receives the message if and only if exactly one its neighbors transmits
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The radio broadcast problem Given: a graph G,v Find: a minimum number of rounds schedule. Let opt denote the optimum number of rounds
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Example In the following graph the optimum is 3 R1 R3 R2 R3 Figure 1: opt = 3
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History Chlamtac and Weinstein, 87: O(R log 2 n) upper bound O(R log 2 n) upper bound Bar-Yehuda, Goldreich and Itai, Kowalski and Pelc, 04: O(R log n + log 2 n) upper bound O(R log n + log 2 n) upper bound Alon, Bar-Noy, Lineal and Peleg, 89: R+ (log 2 n) lower bound R+ (log 2 n) lower bound Gaber and Mansour, 95: O(R+log 5 n) upper bound O(R+log 5 n) upper bound Elkin and Kortsarz, 04: R+O(R 1/2 log 2 n)=O(R+log 4 n) upper bound R+O(R 1/2 log 2 n)=O(R+log 4 n) upper bound Elkin and Kortsarz, 04: R+O(R 1/2 log n + log 3 n)=O(R+log 3 n) R+O(R 1/2 log n + log 3 n)=O(R+log 3 n) for planar graphs for planar graphs
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Approximation status Approximation status RefTypeBound EK02M.L.B. log n KP04M.U.B. log n, R log n EK04B O(R + log 4 n) KP04A.U.B. R + O(log 2 n), R log n This paper A.L.B. R + o(log 2 n) Table1: The summary of previous and our results
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Min-Rep 1. Input: G(A,B,E) 2. Given: A partition A = A i, B = B i A1A1 A2A2 A3A3 A4A4 B1B1 B2B2 B3B3 B4B4 aa’a’ Figure 2: A MIN-REP instance b
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Goal 1. Choose overall few (representative) from X A B so that |X| is minimum, and: 2. All “superedges” are covered B3B3 a A1A1 A2A2 A3A3 A4A4 B1B1 B2B2 B4B4 b Figure 3: An “exact” solution
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The MIN-REP hardness result In its full generality, due to Ran Raz 1. Yes instance is mapped to an “exact cover” 2. No instance: every choice of complete cover needs average of representatives per A i, B i representatives per A i, B i
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The star property The hardness result holds even under the assumption of the star property: A B Figure 4: A B induces a collection of stars
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Set-Cover 1. Input: B(V 1, V 2, H) 2. S V 1 covers V 2 if N(S) = V 2 3. Goal: Minimum size V 2 – cover Figure 5: SET-COVER
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The Lund and Yanakakis L.B B Figure 6: SET-COVER A M(A,B) a b b’b’ b ’’
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The Lund and Yanakakis L.B Yes instance: An exact MIN-REP cover gives and exact cover No instance: In a no instance, every cover is “large” log( |M(A,B)| ) gap
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The reduction A M(A,B) a b b’b’ b ’’ B s Figure 7: a, b, b ’, b ’’ are connected to a random half of the complementary half
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A 3 rounds schedule for a YES instance A a b B s R1 R2 R3 M(A,B) Figure 8: First s transmits, then A S transmits, and then B S transmits
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Witnesses for NO instance Figure 9: Type 1 and Type 2 witnesses QQ Q Q 1 2 3 4 5 6 7 8 9 10 Y Y YZ Z Z X X X X P P P
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Choose all deleted vertices as Type 1 witnesses From every remaining round choose 2 witnesses. Type 2 witnesses If # of rounds is O (log n), then # of witnesses is O (log n) If v is not connected to all Type 1 witnesses, but is connected to all Type 2 witnesses, v doesn’t get the message Pr = 1/pol for that Use union bound over all schedules
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Open problems 1. Prove O (R + log 2 n) upper bound 2. If R = O (log n) can we do better than log 2 n approximation? 3. Prove R + O (log 2 n)(?) or opt + O (log 2 n) or opt + O (log 2 n)
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